Dilip Barad | Teacher Blog

Posthuman Turn in Digital Humanities

2026-02-28T17:08:00.003+05:30

The Posthuman Turn in Digital Humanities: Rethinking Human Agency, Knowledge, and Culture

The purpose of this blog is to share the core insights from my recent talk, The Posthuman Turn in Digital Humanities: Rethinking Human Agency, Knowledge, and Culture at Research Scholar's Meet 4.0 organized by Sardar Patel University, Vallabh Vidyanagar. In this presentation, we navigated through three major dimensions of our evolving existence, starting with the very toolsets that are reshaping our reality, moving into the mind's hidden frameworks, and culminating in the ultimate question of our future identity.

Navigating Human Agency in the Digital Labyrinth:

To understand our current era, I initially focused on the role of human agency within a digital culture that is now heavily intersected by Artificial Intelligence. In my exploration of "Digital Humanities Literary Criticism & Theory," I argued that we must not act as modern-day Luddites—fearing that machines will destroy our traditions—but rather as critical thinkers who use technology to ask entirely new questions about human culture and history. We are faced with a choice: will we allow technology to serve as an instrument of surveillance and control, or will we consciously integrate it to empower learning and critical inquiry? By allowing generative AI to take over menial intellectual labour, we can elevate our own human agency, provided we remain vigilant against the unconscious biases and ethical dilemmas embedded in these systems. To uncover how you can reclaim your agency and navigate the algorithms boldly rewriting the future of literary studies,

[Click here to dive into the digital labyrinth].

2: Unlocking the Mind's Hidden Lenses:

Once we understand the digital tools at our disposal, we must turn our gaze inward to examine the psychological frameworks that govern how we interact with texts. In my segment on "Cognitive Biases and the Literary Imagination," I delve into how our own minds continuously alter the narratives we consume. A prime example of this can be found in Julian Barnes's novel The Only Story, where characters use crossword puzzles as a deceptive validation of intellect, creating a false sense of reassurance to shield themselves against the deep existential anguish and disorder of life. Our inherent mental shortcuts and biases are actively rewriting stories in real-time, functioning as psychological blind spots that dictate our literary experiences. If you are ready to discover how your own mind is secretly tricking you while you read and shaping your interpretation of reality,

[Click here to explore the mind's lens].

3: Redefining the Human in a Technoscientific World:

Finally, the convergence of our digital reality and our cognitive frameworks brings us to a startling crossroads: the dawn of the posthuman era. In my address on "The Posthuman Condition," I unpack how the rapid advancements in cybernetics, biogenetics, and artificial intelligence are dismantling the traditional boundaries between human, machine, and artificial life. We are witnessing the disappearance of old binary oppositions and confronting complex questions regarding genetic determinism, cloning, and identity in an entirely new environment. This posthuman turn demands that we critically reassess our old metaphysical concepts and urgently redefine what it means to be a human subject in a "more-than-human" world. To uncover the startling realities of posthumanism in contemporary culture and what this paradigm shift dictates for our collective future,

[Click here to explore the posthuman condition].

Indian Aesthetics and Indian Poetics

2026-02-17T09:47:00.002+05:30

The distinction between Indian Aesthetics and Indian Poetics lies primarily in scope, focus, and disciplinary orientation, though the two are deeply interconnected within classical Indian thought. This is generated by ChatGPT to a simple prompt - What is the difference between Indian Aesthetics and Indian Poetics?

1. Conceptual Scope

Indian Aesthetics

Indian Aesthetics is the philosophical inquiry into beauty, art, and aesthetic experience. It asks:

What is beauty?
What is aesthetic pleasure?
What happens in the mind of the spectator/reader?
How does art lead to transcendence or spiritual realization?

It is primarily concerned with the experience of rasa (aesthetic relish) and the transformation of emotion into universalized aesthetic bliss.

The foundational text is:

Natyashastra by Bharata Muni

Later philosophical elaborations appear in the works of:

Abhinavagupta

In this tradition, aesthetics is not merely about art criticism; it is linked to metaphysics, psychology, and spirituality, especially through the concept of rasa as brahmānanda-sahodara (akin to spiritual bliss).

Indian Poetics

Indian Poetics is the systematic study of literary theory, especially poetry (kāvya). It asks:

What makes poetry poetic?
What are the elements of literary excellence?
How does language create aesthetic effect?
What are the figures of speech and structural principles of literature?

It focuses more on textual construction rather than purely on experience.

Major foundational texts include:

Kavyalankara by Bhamaha
Kavyadarsa by Dandin
Dhvanyaloka by Anandavardhana

Indian Poetics develops multiple schools:

Alaṅkāra (figures of speech)
Rīti (style)
Dhvani (suggestion)
Vakrokti (obliqueness)
Rasa (aesthetic sentiment)

2. Difference in Focus

Indian Aesthetics	Indian Poetics
Concerned with aesthetic experience	Concerned with literary structure and theory
Focus on rasa as experience	Focus on kāvya as verbal construct
Philosophical and experiential	Technical and analytical
Applies to drama, dance, music, poetry	Primarily focuses on poetry and literary language
Emphasis on the rasika (spectator/reader)	Emphasis on the kavi (poet) and text

3. Relationship Between the Two

They are not separate disciplines in a modern Western sense. Rather:

Indian Poetics is a part of Indian Aesthetics.
Poetics provides the technical tools.
Aesthetics explains the ultimate experience and philosophical significance.

For example:

The Dhvani theory in Dhvanyaloka explains how suggestion produces rasa.
Abhinavagupta philosophically interprets rasa as universalized emotion and links it to consciousness.

Thus:

Poetics explains how poetry works.
Aesthetics explains why it matters.*

4. In Simple Terms

If a student analyzes metaphor, imagery, and style → they are doing Indian Poetics.
If they reflect on how the poem produces aesthetic bliss or universal emotional experience → they are engaging with Indian Aesthetics.

5. Philosophical Depth

Indian Aesthetics goes beyond literary criticism. It connects:

Art with metaphysics
Emotion with universal consciousness
Aesthetic joy with spiritual realization

Indian Poetics, meanwhile, builds detailed linguistic and rhetorical frameworks that anticipate modern stylistics and structuralism.

Concluding Insight

Indian Aesthetics is the philosophy of aesthetic experience, while Indian Poetics is the science of literary expression.

The former asks: What is aesthetic bliss?
The latter asks: How is aesthetic bliss produced through language?

Literature Review on Film Studies PhD Project: A Comprehensive Guide

2026-01-16T09:35:00.001+05:30

Introduction

Embarking on a PhD journey in Film Studies is both exciting and intellectually demanding. At the heart of this academic endeavor lies the literature review—a critical component that establishes the foundation for your research. A well-crafted literature review not only demonstrates your command over existing scholarship but also positions your research within the broader academic discourse. This comprehensive guide explores the essential aspects of conducting a literature review for a Film Studies PhD project.

Understanding the Literature Review in Film Studies

A literature review in Film Studies is more than a mere compilation of sources. It is a systematic examination of scholarly works that helps identify connections, contradictions, and gaps in existing research. As film studies draws on multiple disciplinary approaches—including art history, cultural studies, psychoanalytic theory, and philosophy—your literature review must reflect this interdisciplinary richness.

The purpose of a literature review encompasses three key objectives:

1. Understanding the Academic Consensus: Identifying the agreed-upon perspectives and theories in your specific area of film studies.

2. Discovering Debates and Contradictions: Recognizing where scholars disagree and understanding different theoretical positions.

3. Identifying Research Gaps: Finding opportunities where your original contribution can advance the field.

Key Components of an Effective Literature Review

1. Defining Your Research Focus

The first step in crafting a literature review is narrowing your topic. Film studies encompasses vast territories—from national cinemas and genre studies to theoretical approaches and auteur criticism. The more focused your topic, the more manageable and meaningful your literature review becomes. Whether you're exploring transnational cinema, gender representation, documentary forms, or experimental film practices, clarity in your research question is paramount.

2. Searching the Evidence Base

Conducting a comprehensive literature search involves multiple strategies:

- Academic Databases: Utilize specialized film studies databases and interdisciplinary resources to access peer-reviewed journal articles, which offer focused insights into specific topics.

- Seminal Works: Identify foundational texts that have shaped the field. These "seed articles" are frequently cited by other scholars and form the theoretical backbone of your area.

- Citation Tracking: Follow the reference lists of relevant articles to discover additional sources. This technique reveals the scholarly conversation surrounding your topic.

- Interdisciplinary Sources: Given film studies' interdisciplinary nature, explore literature from related fields such as media studies, comparative literature, visual culture, and cultural geography.

3. Critical Evaluation of Sources

Once you've gathered relevant materials, the critical evaluation phase begins. Reading abstracts helps you quickly assess each article's relevance and central arguments. However, deeper engagement requires critical scrutiny:

- Assess the appropriateness of research methods to the questions being asked

- Evaluate the theoretical frameworks employed

- Consider the historical and cultural contexts of the studies

- Identify the strengths and limitations of each work

Just as film critics evaluate cinema, you must critically review the scholarly literature, examining its arguments, methodologies, and contributions to the field.

4. Organizing Your Literature by Themes

Effective literature reviews organize sources thematically rather than chronologically or alphabetically. Group your materials according to the sub-themes of your research topic. This thematic organization allows you to:

- Identify points of scholarly agreement within each theme

- Highlight areas of theoretical or methodological debate

- Recognize understudied aspects or gaps in the literature

For instance, if your PhD focuses on documentary film ethics, you might organize themes around observational cinema, participatory modes, performative strategies, and ethical frameworks.

Methodological Considerations in Film Studies PhD Research

Film Studies PhD programs typically involve intensive training in film theory, history, and research methods. Your literature review should reflect awareness of diverse methodological approaches:

- Textual Analysis: Close reading of films as primary texts

- Historical Research: Archival work and historiographic methods

- Audience Studies: Empirical research on reception and spectatorship

- Cultural Analysis: Contextualizing films within broader social and political frameworks

- Comparative Approaches: Examining films across national, cultural, or generic boundaries

Understanding these methodological traditions helps you position your own research approach within established scholarly practices while potentially identifying innovative methodological combinations.

Writing Your Literature Review

When writing your literature review, maintain a critical and analytical tone. Avoid merely summarizing each source; instead, synthesize different perspectives to build a coherent narrative that advances toward your research questions.

Structure your review to move from general to specific, establishing the broader context before narrowing to your particular focus. Use transitional statements to show relationships between different scholars' work—whether they're building on each other's ideas, offering alternative perspectives, or directly contradicting one another.

The classic academic pattern of thesis, antithesis, and synthesis provides a useful framework. Present dominant perspectives, introduce counter-arguments or alternative approaches, and then synthesize these into a nuanced understanding that reveals where your research will contribute.

Common Challenges and How to Overcome Them

Conducting a literature review for film studies presents several challenges:

- Volume of Sources: The vast body of film scholarship can be overwhelming. Focus on peer-reviewed sources most directly relevant to your research question.

- Interdisciplinary Breadth: Film studies' interdisciplinary nature means relevant scholarship exists across multiple fields. Set boundaries while remaining open to valuable insights from adjacent disciplines.

- Theoretical Complexity: Film theory draws on complex philosophical and psychoanalytic traditions. Take time to understand key theoretical concepts thoroughly.

- Balancing Breadth and Depth: Aim for comprehensive coverage of your specific topic rather than superficial treatment of too broad an area.

Conclusion

A rigorous literature review is foundational to a successful Film Studies PhD project. It demonstrates your scholarly expertise, positions your research within existing academic conversations, and reveals the unique contribution your work will make to the field. By systematically searching, critically evaluating, and thoughtfully organizing relevant scholarship, you create the intellectual framework that will guide your doctoral research.

Remember that a literature review is not a static document but an evolving component of your research. As you progress through your PhD journey, you'll continually engage with new scholarship, refine your understanding, and deepen your critical analysis. This ongoing dialogue with existing literature is what makes doctoral research a genuine contribution to knowledge in Film Studies.

As you undertake this challenging but rewarding task, approach it with intellectual curiosity, critical rigor, and the understanding that you're joining a vibrant scholarly community dedicated to understanding cinema's artistic, cultural, and theoretical dimensions.

Kite Flying Festivals: From Gujarat's Uttarayan to the Skies of the World

2026-01-15T10:46:00.002+05:30

When the skies of Gujarat transform into a canvas of vibrant colors every January, it marks not just the celebration of Uttarayan, but a testament to an ancient tradition that has soared across continents and cultures. Kite flying, a practice steeped in history and cultural significance, brings communities together under the open sky in a unique celebration of hope, harvest, and human ingenuity.

Uttarayan: Gujarat's Sky-High Celebration

In Gujarat, Uttarayan is more than just a festival—it's a cultural phenomenon that brings the entire state to a standstill. Celebrated on January 14th during Makar Sankranti, this marks the sun's transition into the northern hemisphere, signaling the end of winter and the beginning of the harvest season. The festival continues through January 15th, known as Vasi Uttarayan.

From before dawn until well after dark, the skies over cities like Ahmedabad, Rajkot, Surat, and Vadodara become a spectacular tapestry of flying kites. Rooftops transform into community gathering spaces where neighbors share snacks, borrow scissors, and engage in friendly competitions. The tradition is so deeply rooted that these days have been declared public holidays in Gujarat, allowing approximately 8-10 million people to participate.

The International Kite Festival, held in Ahmedabad since 1989, has elevated this celebration to global prominence. Master kite makers and flyers from around the world converge at the Sabarmati Riverfront, showcasing designer kites of infinite variety. The event features international kite flyer parades, cultural programs, traditional craft stalls, and even Suryanamaskar demonstrations by schoolchildren.

The History of Kites: An Ancient Innovation

The origin of kites remains shrouded in the mists of time, though most scholars believe they were developed in ancient China. However, compelling evidence suggests that kites may have been independently invented by cultures in Malaysia, Indonesia, and the South Pacific, where they served practical purposes as fishing instruments made from natural materials like leaves and reeds.

Archaeological discoveries in Vanuatu, Micronesia, indicate that migrations from Southeast Asia to Polynesia began around 1600-1200 BCE. These voyagers likely carried the concept of kites with them, as evidenced by similar kite designs and sacred stories found across remote Polynesian islands. This suggests that kites could be at least 3,000 years old, though they may have existed even earlier.

The mention of kite flying appears in the Rigveda, dating back over 5,000 years, connecting the practice to ancient Indian spiritual and cultural traditions. Throughout history, kites have served various purposes—from military signaling and measuring distances to scientific experiments and pure recreation.

Kite Festivals Around the World

While Gujarat's Uttarayan stands as one of the most spectacular kite celebrations, the tradition of kite festivals has taken flight across the globe:

Weifang, China - Known as the "Kite Capital of the World," Weifang hosts its International Kite Festival every April. The event showcases elaborate designs featuring dragons, phoenixes, and mythical creatures. The city also houses the World Kite Museum, celebrating the region's kite-making heritage.

Berck-sur-Mer, France - This French coastal town hosts its International Kite Festival annually in April, attracting thousands of visitors. Giant inflatable kites, synchronized kite ballets, and kite-building workshops create a mesmerizing spectacle against the backdrop of beautiful beaches.

Bali, Indonesia - Held between July and August, the Bali Kite Festival is deeply spiritual in nature. Villages compete by flying massive traditional kites like the Janggan (long-tailed kites) and Bebean (fish-shaped kites), accompanied by traditional Gamelan music. The festival honors Hindu deities and seeks blessings for bountiful harvests.

Cape Town, South Africa - As the largest kite festival in Africa, the Cape Town International Kite Festival welcomes 20,000 visitors and hundreds of kites in all shapes and sizes, celebrating the continent's growing kite culture.

Zilker Kite Festival, USA - Founded in 1929 in Austin, Texas, this beloved American tradition was designed to ignite creativity in children. The festival features contests, showcases, fun runs, and children's concerts, making it a cherished family-friendly event.

The Cultural Significance

Kite flying transcends mere recreation; it embodies cultural values and community spirit. In Gujarat, the tradition teaches lessons about competition, cooperation, and community. Strangers become collaborators, sharing techniques and celebrating beautiful kite cuts even when they're not their own. The skyline becomes a commons—open to whoever shows up with a spool and hope.

The festival also marks important agricultural transitions. As a harvest celebration, it acknowledges the farmers' dependence on seasonal cycles and the return of favorable weather. The practice of looking skyward together creates a unique sense of shared purpose and collective joy.

Conclusion

From the rooftops of Gujarat to the beaches of France, from the historic kite capital of Weifang to the spiritual celebrations in Bali, kite flying festivals remind us of our shared humanity. These colorful celebrations connect us to ancient traditions while creating new memories, bridging cultures, and bringing communities together under the vast, open sky.

As kites dance in the wind, they carry with them millennia of human innovation, cultural expression, and the simple joy of watching something beautiful soar against the blue expanse above. Whether you're in Ahmedabad for Uttarayan or at any kite festival around the world, you're participating in a tradition that has united humanity across time and space—one string, one kite, one sky at a time.

The Hungarian Wave: How László Krasznahorkai and David Szalay Conquered the Literary World in 2025

2026-01-11T21:41:00.004+05:30

Introduction: A Historic Fortnight for Hungarian Letters

2025 has become a landmark year for Hungarian literature, with the world's two most coveted literary crowns—the Nobel Prize in Literature and the Booker Prize—resting on Hungarian heads within weeks of one another.

László Krasznahorkai and David Szalay have achieved what few nations can claim: dominating the global literary stage at the highest level. Their victories represent not just personal triumphs but a celebration of Hungarian literature's profound contribution to world letters.

Part 1: The Nobel Laureate – László Krasznahorkai

The Announcement

On October 9, 2025, the Swedish Academy announced that the 2025 Nobel Prize in Literature had been awarded to László Krasznahorkai, a Hungarian novelist and screenwriter born in 1954. The citation read: "for his compelling and visionary oeuvre that, in the midst of apocalyptic terror, reaffirms the power of art."

With this honor, Krasznahorkai became only the second Hungarian to win the Nobel Prize in Literature, following Imre Kertész's victory in 2002. The award recognition comes with a prize of 1.2 million USD.

About the Author

László Krasznahorkai hails from Gyula, a small town in southeastern Hungary. His literary journey was shaped by his experiences during the Hungarian communist era. Following a fellowship that brought him to West Berlin in 1987, he has spent considerable time in Germany, where his work is particularly celebrated.

His novels, short stories, essays, and screenplays are known for their dark, introspective quality. Major works include Szatántangó, which was adapted into a monumental film by Béla Tarr, as well as The Melancholy of Resistance and Baron Wenckheim's Homecoming.

Thematic Core and Style

Krasznahorkai's writing is distinguished by several hallmarks:

- Complex, postmodern narratives exploring moral decay and human delusion

- Daunting prose and philosophical depth

- Exploration of themes such as moral decay, human delusion, and the power of art

- Labyrinthine sentence structures

- The concept of a "slow apocalypse"—not a sudden catastrophe but a gradual erosion of values

Part 2: The Booker Prize Winner – David Szalay

The Victory

In November 2025, just weeks after Krasznahorkai's Nobel triumph, David Szalay was announced as the winner of the prestigious Booker Prize for his novel Flesh. The £50,000 award recognizes Szalay as the first British-Hungarian author to win this honor.

This was Szalay's second nomination for the Booker Prize; his 2016 novel All That Man Is had been shortlisted previously.

About the Author and Novel

David Szalay, born in 1974 in Montreal, Canada, brings a distinctly diasporic Hungarian perspective to contemporary literature. His novel Flesh explores themes of class, power, intimacy, migration, and masculinity through the life of a man navigating between Hungary and London.

The novel is noted for:

- Spare, minimalist prose

- Emotional precision

- Unflinching examination of human vulnerability

- A unique balance of restraint and profound insight

Comparison and Contrast

While Krasznahorkai and Szalay represent different approaches to contemporary literature, both authors grapple with despair, alienation, and the physical realities of modern European existence:

- Krasznahorkai: Apocalyptic, expansive, concerned with metaphysical collapse

- Szalay: Intimate, restrained, concerned with individual psychological states

Yet both resist easy consolation and affirm the necessity of literature in confronting difficult truths.

Conclusion: A Moment of Glory

The back-to-back victories of Krasznahorkai and Szalay in 2025 mark a significant moment in global literary recognition. Hungary, a nation with a profound literary tradition, has reclaimed its place at the center of world letters. Both authors, through their uncompromising vision and formal innovation, remind us that literature remains a vital form of witness and resistance to the forces of degradation and dehumanization.

Their recognition by the world's most prestigious literary prizes affirms that Hungarian voices—whether grounded in apocalyptic vision or intimate minimalism—continue to speak to the deepest anxieties and aspirations of contemporary readers.

Humans in the Loop - Film Review: Exploring AI Bias through Indigenous Perspectives

2026-01-10T09:07:00.001+05:30

Humans in the Loop - Film Review: Exploring AI Bias through Indigenous Perspectives

Introduction

In an era where artificial intelligence increasingly shapes our world, the film "Humans in the Loop" emerges as a powerful meditation on the hidden human labor behind AI systems. Directed by Aranya Sahay, this 2024 independent Indian drama explores the complex intersection of Adivasi culture, technology, and the invisible work of data labeling that trains AI systems. The film not only tells the story of Nehma, an indigenous mother, but also raises crucial questions about bias, representation, and the value of traditional knowledge in the digital age.

Film Overview

"Humans in the Loop" is a 2024 independent Indian drama that explores the intersection of Adivasi culture and artificial intelligence. The plot follows Nehma, an indigenous mother who works as a data labeller in Jharkhand, where she discovers how machine learning often ignores or misrepresents her community's traditional knowledge.

The film is distinguished by its visual poetry and sharp social commentary on the gendered biases embedded within modern technology. Despite its modest box office performance, the film has gained significant momentum through a micro-community rollout and received executive producer support from Kiran Rao. It has achieved international recognition by winning several Best Film awards and securing the prestigious Sloan Distribution Grant.

Thematic Exploration

The film brilliantly uses Nehma's story to reveal the invisible human labour embedded in AI systems. It portrays AI not as a neutral technological force, but as a system shaped by the biases, assumptions, and cultural perspectives of those who train and develop it. This is a poignant reminder that behind every algorithm lies human judgment and labor, often performed by workers from marginalized communities.

The narrative also highlights how indigenous worldviews challenge the cultural biases of modern technology. The film argues that true expertise comes from lived experience and that the wisdom of indigenous communities should be recognized and valued in the development of AI systems.

Key Visual and Narrative Elements

The film employs visual poetry as a means to communicate the complex relationship between human identity and technology. Through striking cinematography, Sahay captures the landscape of Jharkhand while interweaving the protagonist's internal world. The director effectively uses metaphor and visual symbolism to illustrate concepts that could otherwise be abstract, making the philosophical questions about AI bias accessible and emotionally resonant.

Distribution and Global Reach

What makes "Humans in the Loop" particularly significant is its distribution strategy. Despite being an independent Indian film, it has achieved remarkable global reach through: film festival circuits, the Sloan Distribution Grant which positioned it as eligible for Academy Awards consideration, and ultimately, a global release on Netflix. This trajectory demonstrates how niche, socially conscious cinema can find global audiences when backed by strategic support and critical acclaim.

Critical Reception

Critics have consistently lauded the film for its visual stunning execution combined with thematic importance. The film has been recognized for its emotional resonance and social commentary, winning awards at international film festivals. The recognition from institutions like the Sloan Foundation underscores the film's value as both an artistic work and an important cultural document exploring critical contemporary issues.

Conclusion

"Humans in the Loop" is more than a film about AI training data. It is a meditation on labor, dignity, cultural representation, and the voices that shape technology. By centering an Adivasi woman's experience, Aranya Sahay creates a space for conversations about whose perspectives matter in the development of artificial intelligence. The film stands as a powerful reminder that technology is never neutral—it reflects the values, biases, and wisdom of those who create it.

For educators, technologists, and anyone concerned with ethical AI development, this film offers invaluable insights into the human side of machine learning and the importance of including diverse voices in technological progress.

Related Videos

Watch these videos to deepen your understanding of the themes in 'Humans in the Loop':

Mastering Digital Identity and AI Tools

2026-01-03T00:42:00.004+05:30

The Modern Researcher’s Guide: Mastering Digital Identity and AI Tools

By Dilip Barad

Video recording of the online session

In the rapidly evolving landscape of academia, the traditional image of a scholar buried under a mountain of dusty books is being replaced by the digitally savvy researcher navigating complex ICT tools.

In a recent engaging session on "Practical Skills for the Use of ICT in Research," Professor Dr. Dilip Barad, a senior academic with over 26 years of experience, laid out a roadmap for scholars navigating the digital age. From managing digital footprints to leveraging AI for literature reviews, here are the key takeaways from the session.

1. Your Digital Identity is Your "Aadhar" of Research

One of the most pressing issues identified during the session was the lack of digital visibility among scholars. A pre-session survey revealed that out of 49 participants, only a handful possessed updated profiles on platforms like Google Scholar or Scopus.

Dr. Barad emphasized that a digital profile is not just vanity; it is essential for data transparency and national ranking systems like IRINS (Indian Research Information Network System). He noted a stark contrast in digital adoption across India, observing that Southern states have significantly higher registration numbers on IRINS compared to the North, East, or West.

The Solution? ORCID. Dr. Barad describes the ORCID iD as the "Aadhar card" (unique identification number) for researchers. It serves as a persistent digital identifier that connects you to your contributions.

• Why you need it: Digital tools and AI fetch data through unique identity markers. Without an ORCID iD, your work may remain invisible to the algorithms that drive global citations.

• Actionable Tip: Create an ORCID profile today. It allows you to sync your biography, employment, and publications across other platforms like Web of Science and Vidwan with a single click.

2. The Elephant in the Room: AI and Ethics

Is using AI in research cheating? Dr. Barad addressed this head-on, comparing the ethical dilemma to John Dryden’s analysis of Ben Jonson. If a "great emperor" (or a sophisticated tool) plunders ideas, it is often viewed differently than a common thief.

However, in the context of modern research, AI should be viewed as a consultant, not an author.

• The Golden Rule: If human consultancy is valid, machine consultancy is also valid—provided it is disclosed.

• Publisher Guidelines: Major publishers like Elsevier and UNESCO now permit the use of Generative AI for language refinement and research organization, but with strict caveats: AI cannot be listed as a co-author, and its use must be transparently declared.

3. Practical Demo: Deep Research with NotebookLM

The highlight of the session was a live demonstration of Google’s NotebookLM, a tool generating buzz in the academic community. Dr. Barad demonstrated a "Deep Research" workflow using prompt engineering to accelerate the literature review process.

Here is the step-by-step workflow demonstrated:

1. Fast vs. Deep Research: The tool allows for "Deep Research" on a specific topic, searching websites to curate a list of sources (in this demo, 48 resources were found).

2. Structuring the Data: Instead of reading blindly, the first prompt requested a table showing publication dates, author credentials, and whether the sources were primary or secondary.

3. Citation Analysis: A subsequent prompt asked the AI to identify which sources were most frequently cited by other sources in the notebook, helping to identify the most authoritative texts.

4. Finding the Gap: Perhaps most importantly, the tool was used to identify research gaps. The AI highlighted a lack of research regarding the "long-term cognitive consequences of automation"—essentially, what happens to the human brain when AI takes over our thinking processes.

5. Drafting the Review: Finally, the tool drafted a literature review complete with hypotheses and research questions based on the identified gaps, adhering to frameworks like PRISMA.

4. The Human in the Loop

Despite the power of these tools, Dr. Barad concluded with a vital reminder: Human agency is irreplaceable.

While AI can synthesize data and generate hypotheses, the researcher must verify the output. For instance, the demonstration uncovered a fascinating potential research topic: "The Cognitive Consequences of Automation" and the "Human in the Loop" theory. This refers to the risk of "brain rot" or reduced cognitive function due to over-reliance on AI—a hypothesis supported by preliminary studies from MIT.

Final Thoughts

The transition from physical print to digital platforms is not just about convenience; it is about relevance. As Dr. Barad noted, digital tools can only communicate with digital data; they cannot read a physical book sitting on a shelf. To ensure your research is discoverable and impactful, you must embrace the digital ecosystem—starting with your ORCID profile and extending to the ethical use of AI tools.

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This blog post was drafted based on the transcript of the video "Practical Skills for the Use of ICT in Research," featuring Dr. Dilip Barad.

5 Surprising Truths About Bouncing Back

2025-12-29T20:45:00.001+05:30

5 Surprising Truths About Bouncing Back: A Deep Dive into Human Resilience

Video recording of the session on which this blog is prepared

The presentation on this topic can be downloaded from:

https://www.slideshare.net/slideshow/human-resilience-the-art-of-bouncing-back/284889505

Introduction: The Hidden Strength We All Possess

When we hear the word "resilience," our minds often jump to images of toughness, grit, and an unshakeable strength. We think of courage, determination, and the ability to withstand immense pressure. This common understanding isn't wrong, but it's only a fraction of the story. It paints a picture of resilience as a rigid shield we hold up against the world.

A recent university webinar on the subject—delivered to an audience of engineering students, a group already familiar with solving complex problems—revealed that this view is surprisingly incomplete. The talk explored a set of profound, counter-intuitive principles for navigating life’s inevitable setbacks. It suggested that true resilience is less about being an immovable object and more about mastering a dynamic and adaptable internal art form.

This article shares the five most impactful and surprising takeaways from that discussion, reframing how we think about our ability to bounce back from adversity. These truths challenge the conventional wisdom about strength and offer a more practical roadmap for cultivating the capacity to not just survive challenges, but to grow from them.

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1. True Resilience Isn't About Being Rigid; It's About Being Like Water.

One of the most powerful ideas presented was that real strength lies in flexibility, not hardness. The speaker drew upon the "Be Like Water" philosophy, famously attributed to Bruce Lee, to illustrate this point. Water is powerful enough to destroy concrete dams, yet it is also adaptable enough to take the shape of any container it is poured into, whether a cup, a bottle, or a teapot.

This is a surprising take on strength because we often associate resilience with being rock-solid and unyielding. The common image is of a person who stands firm and refuses to bend. But this philosophy suggests the opposite: true strength is fluid and formless. This philosophy is especially relevant today, as we are constantly required to adapt to new technologies, new ways of working, and unexpected global shifts—a challenge the speaker noted we are all currently facing. It’s the ability to adjust to your environment, to find a way around or through an obstacle without shattering. Rigidity is what breaks; adaptability is what endures.

"empty your mind be formless shapeless like water if you put water into a cup it becomes the cup if you if you put water into a bottle it becomes a bottle if you you put it in a teapot it becomes the teapot water can flow anywhere be water"

2. Resilience Is Your 'Black Box'—You Only Open It After a Crash.

The speaker offered a striking metaphor to explain the role of resilience in our lives, comparing it to an aeroplane's flight recorder, or "black box." This device is a crucial part of any aircraft, constantly recording flight data and cockpit conversations, but it is never opened or listened to during a normal, uneventful flight.

The black box is only searched for and analyzed after a crash. Its purpose is to help investigators understand what went wrong. Similarly, our resilience is a core part of who we are—a capacity we must constantly maintain—but its true function is revealed only during life's "crashes." These are the moments of extreme adversity, such as a serious illness, a major professional failure, or the devastating loss of a loved one. It is in these moments that we "open the box" to understand what we're made of and how to move forward.

This metaphor highlights the importance of nurturing our resilience before a crisis hits. The speaker suggested a comprehensive framework for this maintenance, a pyramid built on "5 Ps" (Passion, Persistence, Perseverance, Practice, Positive Attitude), "3 Es" (Education, Environment, Experience), "2 Ss" (Sports, Spirituality), and at the very top, "1 G" (the "Greatest of all those kinds of things," like courage, fortitude, and tenacity).

3. Sometimes, the Ultimate Test of Resilience Is Defying the Majority.

While many athletes display resilience in their sport, the speaker singled out Muhammad Ali as "the greatest" for a different reason—one that transcended the boxing ring. His story demonstrates that resilience isn't just about recovering from personal setbacks; it can also be about standing firm in one's principles against overwhelming external pressure.

During the prime of his athletic career, when he was the world boxing champion, Ali resisted the U.S. government's call to fight in the Vietnam War. As a result, he faced an official government ban that prevented him from participating in boxing—a devastating blow during the critical, fleeting years of a professional athlete's career. He refused to bow down to the immense pressure from the government and the majority public opinion of the time.

This example shows that resilience isn't always about bouncing back. Sometimes, it’s about having the fortitude to not back down in the first place, even when it means fighting powerful authorities and challenging popular belief. It is the courage to stand for a truth that may not be recognized until years later.

4. The Most Extreme Setbacks Can Fuel the Greatest Triumphs.

One of the most profound truths about resilience is that our deepest wounds can become the source of our greatest strengths. The story of Arunima Sinha, as told in the webinar, is a stunning testament to this principle.

Sinha was a national volleyball player in India, traveling on a train when she was attacked by robbers. They threw her from the moving train, and she landed on a parallel track. Lying there, half-conscious, she could not move her leg as another train approached. It ran over her leg, which had to be amputated. As she lay injured on the tracks, with trains passing by, she resolved, "I'm not going to die." She was rushed to the hospital where, in a further testament to human connection, the doctor gave his own blood to save her.

What happened next is extraordinary. After surviving this unimaginable trauma, Sinha, now with an artificial limb, set a new goal. She went on to become the first female amputee in the world to conquer Mount Everest. She didn't stop there, proceeding to climb the other highest peaks on every continent. The speaker urged the audience not just to hear these stories, but to research them, to write about them, and to make them a personal source of inspiration. Her life is a powerful lesson: the most extreme and unthinkable setbacks can become the very foundation for unparalleled achievements.

5. A Powerful Strategy for Building Resilience Is to Visualize Failure.

In a world saturated with the "power of positive thinking," one of the most counter-intuitive takeaways came from the webinar's Q&A session. When asked about preparing for adversity, the speaker advised a strategy that runs contrary to popular self-help narratives.

Instead of focusing only on success, he recommended always visualizing what will happen if you fail. His advice is not about being pessimistic, but about what he calls an ability to "positively look at negativity." This practice forces you to think through the consequences and, crucially, to create a Plan B, Plan C, and even a Plan D. This mental preparation makes you far more robust and truly resilient when things inevitably go wrong.

He applied this personally while preparing for the webinar itself, which was threatened by the forecast of a severe cyclone. By anticipating a total failure of electricity and internet, he arranged for a hotel room with a private generator and a backup internet connection. The show would go on, no matter what. This proactive approach to potential failure is a cornerstone of practical resilience.

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Conclusion: Are You Ready for What Comes Next?

True resilience is a complex and multifaceted skill. As these principles show, it is far more than simple toughness. It is the adaptability of water, the quiet readiness of a black box, the moral courage to defy the crowd, and the strategic wisdom to prepare for failure. For a generation being trained to build the future, these lessons are not just inspiring; they are essential design principles for a well-lived life.

It’s not a question of if a setback will happen, but when. What is one thing you can do today to start maintaining your own "black box"?

5 Surprising Truths for the Modern PhD Researcher

2025-12-28T14:55:00.000+05:30

Beyond the Books: 5 Surprising Truths for the Modern PhD Researcher

Embarking on a PhD is an exhilarating journey, a commitment to diving deeper into a subject than ever before. But for today’s researchers, the path is not just through quiet libraries and laboratories; it’s a sprawling digital maze, flooded with an unprecedented amount of information, tools, and platforms. The sheer volume can be as overwhelming as it is empowering.

Success in this modern landscape requires more than just rigorous academic thinking. It demands a new kind of literacy—a digital savvy that allows you to navigate the noise, harness technology effectively, and build a presence in a global, interconnected academic community. This isn't about replacing traditional scholarship but augmenting it with a critical, strategic, and digitally-aware mindset.

The following five points are essential, and often surprising, takeaways from a recent workshop for new research scholars. They represent fundamental shifts in how a successful research career is built in the digital age.

1. The Great Tech Paradox: We Were Promised Less Work, Not More.

Digital tools entered the academic world with a clear promise: they would save us time, reduce our workload, improve the accuracy of our findings, and safeguard academic integrity. For a new researcher, this sounds like a perfect support system. However, the reality has proven to be far more complex.

Instead of reducing our workload, technology has often increased it through the demands of constant multitasking. Rather than guaranteeing accuracy, the digital world has introduced new threats, from the rise of predatory journals and clone websites to the challenge of discerning fact from fiction in AI-generated content. Academic integrity, too, faces new pressures in this environment.

This paradox doesn't mean we should retreat from technology. On the contrary, it means we must engage with it more critically and intelligently than ever before. The core challenge lies in managing the sheer scale of information now available.

The exponential growth of information poses a significant challenge due to human limitations in processing and managing such vast datasets.

2. You're Probably a Digital Ghost (And That's a Huge Problem).

Here is a shocking, but true, statistic from a pre-session survey of approximately 150 new PhD scholars: only four of them had an ORCID iD, and only nine had a Google Scholar profile. The speaker at the workshop noted that for anyone serious about a research career, both of those figures should be 100%.

What does this mean? It means the vast majority of emerging researchers are effectively invisible in the digital spaces where modern scholarship is discovered, shared, and evaluated. In an era where funding bodies, collaborators, and institutions search for researchers online, being a "digital ghost" is a critical liability.

If you don't have a professional digital footprint, you miss out on visibility for your work, opportunities for networking and collaboration, and the ability to properly track and receive credit for your academic contributions. The good news is that this is one of the easiest and most important problems to fix, starting today.

3. Get Your Digital "Passport": Why an ORCID iD is Non-Negotiable.

Many new scholars mistake an ORCID iD for just another social media profile to manage. This is a fundamental misunderstanding of its purpose. The most powerful analogy is to think of it as an "Aadhaar card" or a digital passport for a researcher—a unique, persistent digital identifier that is yours for your entire career.

Its core function is to solve a simple but massive problem: name ambiguity. An ORCID iD distinguishes you from every other researcher with a similar name, ensuring that all of your academic activities—publications, datasets, peer reviews—are correctly and automatically linked to you. This identifier works seamlessly across major academic platforms like Scopus and Web of Science. Without it, your growing body of work remains fragmented, making it difficult for tenure committees, grant reviewers, and potential collaborators to see the full scope of your impact.

In an age of big data, machine learning, and AI, where automated systems are increasingly used to track academic output and impact, having this unique marker is not just helpful; it is essential for ensuring your work is accurately attributed to you.

4. AI Isn't Plagiarism. But Here's the Catch.

The rise of generative AI has created considerable confusion around academic ethics. It is crucial to understand the fundamental difference between using an AI tool and committing plagiarism.

• Plagiarism is theft. It is the act of copying someone else's existing work or ideas and presenting them as your own without giving credit.

• AI generation is creation. An AI tool generates new text based on the patterns it has learned from vast amounts of data. It is not copying from a single, specific source.

• Plagiarism is academic dishonesty. In contrast, using AI can be a legitimate aid for tasks like exploring ideas, improving language and grammar, or summarizing complex information.

Here is the essential catch: while AI isn't plagiarism, the ethical responsibility for its use rests entirely on you, the researcher. You must use AI critically, verify the accuracy of its output, provide proper acknowledgment or citation according to publisher guidelines, and ensure that the final work is your own original contribution. The distinction is clear: Plagiarism = Theft | AI = Tool.

5. The First Step to Writing Your Paper? Stop Writing.

A common mistake among new researchers is to write their entire manuscript and only then begin the search for a suitable journal. This approach is often inefficient and can lead to a series of rejections based on a mismatch between the paper and the journal's scope or audience.

A more effective and strategic approach is the "Journal First" method, grounded in the publishing steps outlined by major publishers like Taylor & Francis. This strategy posits that the very first step in the publishing process—even before you start writing the manuscript—should be selecting your target journal.

Why? Because choosing your journal first allows you to tailor your work from the ground up. You can align the manuscript's style, structure, scope, tone, and even the specific research "conversation" it's joining to the journal's specific requirements and audience. This proactive step saves you from the demoralizing cycle of writing, submitting, and facing rejections for reasons that have nothing to do with the quality of your research and everything to do with poor targeting.

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Conclusion: From Scholar to Digital Scholar

Succeeding in a modern PhD program requires an evolution in mindset. The journey is no longer just about becoming a scholar in your field; it's about becoming a digital scholar. This means integrating astute digital practices with the timeless principles of rigorous intellectual inquiry.

The takeaways discussed here are not merely optional tips; they are fundamental adjustments to how you should approach your research career. Building a robust digital profile, using technology critically and ethically, and strategizing your publishing are now core competencies for academic success.

As you move forward in your research, which one of these digital-era habits will you commit to building first?

Birth of Modern Mind

2025-12-06T20:53:00.002+05:30

The Making of the Modern Mind - From Victorian Certainty to Modernist Fragmentation

A persistent belief haunts the humanities—that studying English Literature is a romantic detour, intellectually charming but professionally impractical. In a time that idolizes technology, employability, and career-focused degrees, literature often gets dismissed as “timepass,” a leisurely drift into irrelevance, if not a deliberate plunge into uncertainty.

Yet this view misunderstands the true nature of literary study. Far from being an escape into old books, literature is one of the most rigorous, dynamic, and urgently needed disciplines of the modern age. Its methods sharpen the mind, its insights deepen our humanity, and its relevance grows stronger as the world becomes more complex, digitally saturated, and ideologically fractured. When approached seriously, literature becomes nothing less than a training ground for living wisely and well.

To read more, click here:

https://www.researchgate.net/publication/398410276_The_Making_of_the_Modern_Mind

To check your understanding, appear in this online quiz: https://forms.gle/wZaGYSmAYuYuUfL4A
Watch this short video based on this lecture note: https://youtu.be/0V-owjYTJ2g

Listen this audio podcase based on this lecture note: https://youtu.be/IHQ2_3mfU0E

Short-Answer Questions

Provide a 2-3 sentence answer for each question.

1. Explain the primary contribution of Ernst Mach to the epistemological crisis of the modern age.

2. How did Charles Darwin’s work reorient the understanding of human existence?

3. Describe the core idea behind Karl Marx’s concept of class struggle.

4. What did Friedrich Nietzsche mean by "slave morality," and what did he propose in its place?

5. What was the impact of World War I on the "Lost Generation" and their faith in Western progress?

6. According to the text, how did Albert Einstein's theory of relativity metaphorically shape modernist literature?

7. What is "anomie" as described by Émile Durkheim?

8. Briefly summarize two key differences between the Victorian and Modernist worldviews.

9. Identify two modernist writers influenced by Sigmund Freud and explain what themes his work introduced into their literature.

10. In what way did Karl Marx's ideas reshape literary criticism itself?

Answer Key

Short-Answer Answers

1. Ernst Mach contributed to the epistemological crisis by asserting that only sensory experience is real and rejecting metaphysics. This undermined the Victorian confidence in a stable, objective reality and led to literary techniques like fragmentation and perspectivism.

2. Darwin's work reoriented human self-understanding by undermining the Biblical creation story and repositioning humans as evolved animals. This introduced randomness into the meaning of life and removed the certainty of divine purpose.

3. Karl Marx's concept of class struggle posits that history is a record of conflict between social classes, particularly the bourgeoisie and the proletariat. He argued that this economic conflict shapes all other aspects of society, including culture, politics, and morality.

4. Nietzsche described Christian values as a "slave morality" created by the weak to control the strong. He proposed that it be replaced by new, life-affirming values created by the strong individual, the Übermensch.

5. World War I shattered the "Lost Generation's" faith in Western progress and rationality by demonstrating that technology could be a tool for mass murder. This led to widespread disillusionment, cynicism, and trauma, which became central themes in their literature.

6. Einstein's theory of relativity destabilized the Newtonian idea of absolute time and space. This scientific rupture served as a powerful metaphor for modernist writers, who began to experiment with fractured timelines, subjective perceptions of time, and ruptured narrative structures.

7. "Anomie," as described by Émile Durkheim, refers to social fragmentation and the collapse of collective consciousness. It explains the loss of social bonds and the sense of modern isolation and loneliness.

8. The Victorian worldview was characterized by moral certainty, faith in progress, and stable social hierarchies. In contrast, the Modernist worldview was defined by a crisis of values, disillusionment, fragmentation, and existential anxiety.

9. The text lists Joyce and Woolf as writers influenced by Freud. His work introduced themes of guilt, repression, sexuality, and neurosis, and inspired literary techniques like stream of consciousness to explore the inner, irrational lives of characters.

10. Karl Marx's ideas provided a new lens to examine the social world, focusing on ideology, class relations, and capitalist modernity. This reshaped literary criticism by encouraging analysis of how economic and social forces are reflected and critiqued in literature.

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Essay Questions

1. Analyze how the combined intellectual contributions of Darwin, Marx, and Freud systematically dismantled the core pillars of the Victorian worldview (religion, social order, and rationality).

2. Discuss the role of World War I as the ultimate catalyst for Modernism. How did this "psychic catastrophe" translate the philosophical and psychological crises of the late 19th century into a lived, collective experience, and how is this reflected in modernist literature?

3. Friedrich Nietzsche is described as "central to the psychological and moral breakdown of late modernity." Elaborate on this statement, explaining how his key ideas (the death of God, will to power, Übermensch) contributed to themes of nihilism, fragmentation, and the rise of the anti-hero in literature.

4. Compare and contrast the Victorian and Modernist literary sensibilities. Use the provided characteristics (e.g., certainty vs. crisis, order vs. fragmentation, realism vs. experimentation) to explain why modernist literature looks and feels fundamentally different from its predecessor.

5. Explain how the scientific and sociological ideas of thinkers like Mach, Einstein, Weber, and Durkheim contributed to a sense of instability, disenchantment, and alienation that became characteristic of the modern condition and, consequently, modern literature.

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Glossary of Key Terms

Term	Definition
Alienation	A state of estrangement or disconnection, particularly as described by Marx, from one's work, society, and self under capitalism.
Anomie	A concept from Émile Durkheim describing a condition of social fragmentation, the collapse of collective consciousness, and a loss of social bonds leading to modern isolation.
Biological Determinism	The idea that human behavior and destiny are primarily determined by genetic and biological factors; a concept that gained prominence after Darwin.
Class Struggle	The central concept in Karl Marx's theory that history is a record of conflict between opposing social classes, driven by economic forces.
Disenchantment	A concept from Max Weber describing the process by which modernity, through rationalization and bureaucracy, strips the world of its mystery, magic, and traditional meanings.
Duration	Henri Bergson's concept of time as a subjective, fluid, and qualitative experience (lived time) as opposed to the objective, quantitative, and spatialized time measured by clocks.
Empirio-Criticism	The philosophy of Ernst Mach which states that only sensory experience is real, thereby rejecting metaphysics and undermining the idea of a stable, objective reality.
Epistemological Crisis	A crisis of knowledge and certainty. In the modern context, it refers to the breakdown of confidence in objective reality and stable truth, influenced by thinkers like Mach.
Existentialism	A philosophical movement concerned with human existence, freedom, and responsibility in a meaningless universe. Its roots can be seen in Kierkegaard and its themes in the work of Nietzsche.
Historical Materialism	Karl Marx's theory that the economic base (the mode of production) is the foundation of society and shapes its superstructure (culture, politics, religion, morality).
Interior Monologue	A literary technique that presents a character's inner thoughts and feelings directly, often in a continuous flow, closely related to stream of consciousness.
Iron Cage	Max Weber's metaphor for the condition of modern individuals being trapped in systems of efficiency, rational calculation, and bureaucratic control.
Logical Positivism	A philosophical movement, influenced by Ernst Mach and developed by the Vienna Circle, that prioritizes verification, observation, and empirical data, and rejects metaphysics.
Lost Generation	The generation of young people who came of age during World War I, characterized by their profound disillusionment, cynicism, and trauma.
Modernism	A cultural and literary movement (c. 1890–1945) characterized by a rejection of Victorian traditions and an embrace of experimentation, fragmentation, subjectivity, and themes of alienation, anxiety, and a crisis of meaning.
Naturalism	A literary movement that grew out of realism, emphasizing the influence of heredity and environment (biological and social determinism) on human character.
Nihilism	The philosophical belief that life is without objective meaning, purpose, or intrinsic value; a consequence of Nietzsche's "death of God."
Psychoanalysis	Sigmund Freud's theory of mind and therapeutic practice, which posits that human behavior is driven by the unconscious, including repressed desires, traumas, and sexual drives (libido).
Rationalization	Max Weber's term for the historical process by which modern society becomes increasingly dominated by rules, efficiency, and logical calculation, leading to disenchantment.
Relativity	Albert Einstein's theory which destabilized the classical notion of absolute time and space, serving as a metaphor for the subjective and fragmented nature of reality in Modernism.
Stream of Consciousness	A literary style in which a character's thoughts, feelings, and reactions are depicted in a continuous, uninterrupted flow, mirroring the chaotic nature of the human mind.
Übermensch	Friedrich Nietzsche's concept of the "overman" or "superman," a model for the self-creating, life-affirming modern individual who moves beyond traditional morality to create new values.
Victorianism	The cultural, social, and moral ethos of the reign of Queen Victoria (1837–1901), characterized by moral certainty, faith in progress, stable social hierarchies, optimism, and religious belief.
Will to Power	In Nietzsche's philosophy, the fundamental drive present in all things to expand their power, strive, grow, and dominate; it is the engine of creativity and self-creation.

Homebound (2025) - Movie Review

2025-12-01T01:35:00.004+05:30

Homebound (2025) - Movie Review

Verdict: A searing, emotionally resonant masterpiece that cements Neeraj Ghaywan as one of India's finest storytellers. While it may be too heavy or slow-paced for casual viewing, it is an essential watch for its raw performances and unflinching look at societal fault lines.

Overview

Director: Neeraj Ghaywan (Masaan, Geeli Pucchi)
Cast: Ishaan Khatter, Vishal Jethwa, Janhvi Kapoor, Shalini Vatsa
Streaming On: Netflix (Released theatrically Sept 2025)
Premise: Based on a New York Times essay by Basharat Peer, the film follows two childhood friends from a North Indian village—Shoaib (Muslim) and Chandan (Dalit)—who dream of joining the police force to command the dignity denied to them by society. Their aspirations are brutally interrupted by the 2020 lockdown, turning them into migrant workers struggling to survive.

The Good

1. Powerhouse Performances The film rests entirely on the shoulders of its two leads.

Ishaan Khatter (Shoaib): Delivers a career-defining performance. He balances the quiet humiliation of religious discrimination with a fierce loyalty to his friend. His transition from a hopeful aspirant to a desperate migrant is heartbreakingly authentic.
Vishal Jethwa (Chandan): Matches Khatter beat for beat. As a Dalit youth trying to hide his caste to fit in, his portrayal of internalized shame and eventual resilience is subtle and devastating. The chemistry between the two anchors the film.

2. Sensitive Direction & Writing Neeraj Ghaywan (backed by Varun Grover on dialogues) avoids melodrama. Instead of shouting about caste and religious divides, the film whispers them—a refusal of water here, a slur thrown casually there. The shift from a coming-of-age drama to a survival thriller during the lockdown is handled with terrifying realism.

3. Visuals and Score The cinematography captures the vast, indifferent landscapes of the migrant exodus, making the characters look small and helpless against the system. The score is sparse, letting the silence of the lockdown do the heavy lifting.

The Bad

1. Pacing Issues The film is a "slow burn" in the truest sense. The first half, focused on their police entrance exams and village life, takes its time to build. Viewers expecting a fast-paced survival thriller from minute one might find the setup lengthy.

2. Limited Scope for Supporting Cast Janhvi Kapoor (as Sudha) is solid but has limited screen time. While her character adds a layer of romantic longing and class contrast, some reviews felt her arc was underutilized compared to the central bromance.

Key Themes

Identity Politics: The film brutally exposes how crises (like the pandemic) do not affect everyone equally; your name and your caste determine your survival odds.
Friendship: At its core, this is a love story between two friends. Their bond is the only "home" they truly have.

Final Thoughts

Homebound is not an easy watch—it is tragic, infuriating, and deeply sad. However, it is also a triumphant entry for Indian cinema on the global stage (selected as India's official entry for the 2026 Oscars and executive produced by Martin Scorsese). If you appreciated the depth of Masaan or Article 15, this is a must-watch.

Rating: ⭐⭐⭐⭐½ (4.5/5)

DETERMINING IDEAL SAMPLE SIZE AND POPULATION FOR PHD RESEARCH

2025-11-28T14:19:00.006+05:30

DETERMINING IDEAL SAMPLE SIZE AND POPULATION FOR PHD RESEARCH

A comprehensive working paper on sample size and population for PhD research, organized as an extensive FAQ guide designed for both novice and seasoned scholars, supervisors, and new researchers. The paper addresses 25 critical questions spanning quantitative, qualitative, mixed-methods, and ELT-specific research contexts.

Key Features:

Structured FAQ Format - 25 questions organized into 8 sections progressively building from fundamental concepts to advanced applications

Three Research Paradigms Covered:

Quantitative (power analysis, rules of thumb, specific sample size ranges)
Qualitative (five saturation types with empirical sample size guidance)
Mixed-methods (integration strategies for conflicting sample sizes)

ELT-Specific Guidance - Dedicated section (Q18-Q19) with typical sample sizes for ELT experiments, surveys, classroom observations, and mixed designs

Practical Problem-Solving - Addresses real challenges: handling constraints (Q8), managing dropout (Q10), navigating supervisor conversations (Q20), handling mid-study changes (Q22)

Comprehensive APA Citations - All sources cited using APA 7th edition format from recent authoritative methodological literature

Actionable Checklists & Templates - Includes documentation templates for quantitative and qualitative justifications, final checklist for proposals

Current Best Practices - Reflects 2024-2025 developments including information power framework, PRICE model for saturation, and recognition of emerging issues

Target Audience: PhD students, research supervisors, ELT specialists, and anyone designing PhD research needing defensible sample size justification.

Check this link

https://www.researchgate.net/publication/398071149_DETERMINING_IDEAL_SAMPLE_SIZE_AND_POPULATION_FOR_PHD_RESEARCH_A_Comprehensive_FAQ_Guide_for_Scholars_and_Supervisors

Sidney Apology for Poetry

2025-11-18T20:14:00.001+05:30

A Student's Guide to Sir Philip Sidney's "An Apology for Poetry"

Introduction: Meeting England's First Great Critic

Sir Philip Sidney (1554–1586) stands as a towering figure of the Elizabethan age. A celebrated poet, respected courtier, dedicated scholar, and valiant soldier, his career epitomized the Renaissance ideal of the courtier-scholar, and his influence permeated the highest echelons of Elizabethan culture. Yet one of his most lasting contributions was not a sonnet or a military victory, but a powerful piece of prose.

Published posthumously in 1595, An Apology for Poetry (also known as A Defence of Poesy) is the first major work of literary criticism in the English language. At a time when the arts were under attack from various quarters, Sidney stepped forward to craft a brilliant and enduring argument for the value of literature. This guide will break down the essential arguments of his famous essay for students new to the world of literary theory.

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1. The Context: Why Did Poetry Need an "Apology"?

To understand Sidney's Apology, we must first appreciate the attacks that provoked it. His defense was not written in a vacuum; it was a direct response to both immediate and ancient criticisms leveled against the arts, which he felt compelled to answer.

1.1. The Immediate Provocation: Stephen Gosson's "School of Abuse"

The most direct trigger for Sidney's essay was a 1579 pamphlet by Stephen Gosson titled The School of Abuse. This work was a fierce "Puritan attack" that condemned the perceived immorality of English playhouses and poetry. In a move of supreme irony, Gosson dedicated his pamphlet to Sidney himself. This dedication seems to have irritated Sidney rather than flattered him, motivating him to pen a comprehensive and scholarly rebuttal.

1.2. The Ancient Grudge: Plato's Banishment of Poets

Beyond Gosson's contemporary complaints, Sidney was also responding to a much older and more profound philosophical challenge: Plato's argument for banishing poets from his ideal Republic. Plato's core objections were twofold: he argued that poets could lead "the Guardians and citizens to immorality" and that poetry, as an imitation of life, is twice removed from reality (the world of ideal forms) and is therefore filled with lies.

It is against this backdrop of charges, both ancient and contemporary, that Sidney constructs his defense, not by offering a simple apology, but by elevating poetry to a position of supremacy above all other disciplines.

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2. The Core Argument: The Poet as the True Monarch

Sidney's defense hinges on a bold central claim: that poetry is superior to other fields of learning, most notably history and philosophy, because it is uniquely capable of moving people toward virtue.

2.1. The Poet vs. The Historian

Sidney's most audacious move is to elevate the poet above the mere recorder of facts. He argues that the poet, "lifted up with the vigor of his own invention, doth grow in effect another nature." The poet does not simply describe the world as it is; he creates a second, better nature. As Sidney memorably puts it:

"Nature never set forth the earth in so rich tapestry as divers poets have done... Her world is brazen, the poets only deliver a golden."

This contrast between the poet's "golden" world and the historian's "brazen" one can be broken down as follows:

The Historian	The Poet
Stuck in the "brazen" world of what actually happened.	Creates a "golden" world of what's possible and what ought to be.
Tied to "the mere truth of happenstance."	Free to create new forms like heroes, demigods, and other ideal figures.
Bound by the constraints of "what was."	"freely ranging only within the zodiac of his own wit."

2.2. The Poet vs. The Philosopher

If the historian is limited by facts, the philosopher is limited by difficulty. Sidney contends that philosophy, while showing the path to virtue, presents it in a dense and difficult manner that requires "attentive studious painfulness" to comprehend, making it inaccessible to many.

The poet, however, does more than just show the way; he "giveth so sweet a prospect to the way, as will entice any man to enter into it." This concept is best understood through the analogy of a sugar-coated pill. Here, the philosophical lesson on virtue is the bitter medicine, while the poet’s compelling story, vivid characters, and beautiful language are the sugar that makes the lesson irresistible.

Having established the poet's sovereignty over the historian and philosopher, Sidney proceeds to define the very nature and function of the art form he champions.

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3. The Purpose of Poetry: To Teach and to Delight

At the heart of Sidney's defense is his definition of what poetry is and what it does. He synthesizes classical ideas to present a clear and noble function for the art form.

3.1. What is Poetry? A "Speaking Picture"

Borrowing from Aristotle's concept of mimesis (imitation), Sidney offers a comprehensive definition of poetry:

"Poetry is an art of imitation, for so Aristotle termeth it in the word mimesis--that is to say, a representing, counterfeiting, or figuring forth--to speak metaphorically, a speaking picture--with this end, to teach and delight."

In essence, poetry imitates life not as a mere copy, but as a vivid and communicative "speaking picture" designed to engage the audience's mind and emotions.

3.2. The Dual Mission: Teaching Virtue, Providing Delight

This "speaking picture" has two interconnected goals:

To Teach: For Sidney, the ultimate goal of teaching is not simply imparting knowledge (gnosis), but inspiring action (praxis). The poet's true aim is to move readers to "virtuous action."
To Delight: This is not about simple amusement or laughter, which Sidney dismisses as a "scornful tickling." Rather, it is a profound "aesthetic delight" that engages the soul. Following an Aristotelian tradition, Sidney suggests this deeper delight can even be found in the sorrow of a tragedy, which moves us more profoundly than the fleeting laughter of some comedies. The "sorrowful Delight" of tragedy offers a more poignant and meaningful experience.

Armed with this definition of poetry's noble purpose, Sidney turns to systematically dismantle the specific charges leveled against it.

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4. Sidney's Rebuttals: Answering the Charges Against Poetry

Sidney cleverly dismantles the main arguments against poetry, often turning his opponents' logic against them with remarkable rhetorical skill.

4.1. The Charge: Poets are Liars

The most persistent charge, inherited from Plato, is that poets are liars because they create fiction. Sidney's defense is a masterclass in logic:

Poets Never Affirm: Sidney argues that to lie is to claim something false is actually true. However, poets never present their fictional worlds as literal fact. As he states, "The poet, he nothing affirms, and therefore never lieth."
The Real Liars: According to Sidney, other professions are far more likely to lie. The historian, for example, does affirm things as fact and, operating within the "cloudy knowledge of mankind," can "hardly escape from many lies."
Figurative Truth: A wise reader understands that poets speak "allegorically and figuratively." They convey deeper truths through fiction, and it is the reader's job to interpret them, not to mistake them for literal statements.

Herein lies the brilliance of Sidney's argument. He masterfully turns Plato's central accusation—that poetry is a fiction twice removed from reality—into its greatest defense. By stating that the poet "nothing affirms," Sidney weaponizes the very "fictionality" of poetry to grant it a unique immunity from the charge of lying.

4.2. The Misconception: Poetry is Just Rhyme and Verse

Sidney also addresses the simplistic view that poetry is merely a technical exercise in meter and rhyme. He argues that the true essence of a poet lies much deeper.

"[I]t is not rhyming and versing that maketh a poet [...] But it is that feigning of notable images of virtues, vices, or what else, with that delightful teaching, which must be the right describing note to know a poet by."

A true poet is defined not by technical skill alone, but by a powerful imagination and a profound moral purpose. This forward-thinking argument—that poetic essence lies in imagination and vision, not just form—anticipates the core tenets of the Romantic movement centuries later.

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5. Conclusion: The Enduring Defense

In An Apology for Poetry, Sir Philip Sidney's primary achievement was to establish the nobility of poetry. He argued that it is not a trivial diversion but a powerful force with the unique ability to move humanity toward virtue more effectively than any other discipline.

His most important contributions can be summarized as follows:

Elevating the Poet: He redefined the poet not as a mere imitator, but as a creator of "golden" worlds who is superior to the fact-bound historian and more persuasive than the abstract philosopher.
Defining the Purpose: He articulated poetry's powerful dual mission: to teach and to delight, with the ultimate aim of inspiring virtuous action (praxis).
Creating a Timeless Defense: He crafted brilliant arguments against censorship and the dismissal of art that remain startlingly relevant.

Sidney's essay is far more than a historical artifact; it is a living blueprint for defending the humanities against charges of frivolity, immorality, or falsehood—charges that reappear in different forms in every era, including our own age of "cancel culture." Centuries later, his clear-eyed and passionate arguments continue to resonate, reminding us why the voice of a "defender of literature" is, and always will be, essential.

A Tale Reanimated: A Critical Analysis of Guillermo del Toro's Frankenstein and its Shelleyan Origins

2025-11-17T19:14:00.010+05:30

A Tale Reanimated: A Critical Analysis of Guillermo del Toro's Frankenstein and its Shelleyan Origins

For over two centuries, Mary Shelley’s Frankenstein has been dismembered and reassembled by countless film adaptations, each leaving its own unique scar tissue on the original text. The cultural mutation of the Creature into a lumbering oaf, exemplified by the iconic, square-headed monster Boris Karloff immortalized in James Whale’s 1931 film, demonstrates how generations of retellings have often simplified Shelley’s complex philosophical horror into a standard monster story. This long cinematic tradition provides the backdrop for the latest, and perhaps most personal, reanimation of the myth.

This analysis will compare two primary works: Mary Shelley's seminal 1818 novel, Frankenstein; or, The Modern Prometheus, and Guillermo del Toro's long-awaited 2025 film adaptation. Del Toro, a filmmaker who has built a career on humanizing monsters and has described Shelley’s novel as his "Bible," approaches the source material not merely as a text to be adapted but as a sacred myth to be interpreted. His career-long thematic interest in subverting the idea that monsters are inherently villainous provides the crucial lens for his version.

While Guillermo del Toro's Frankenstein diverges significantly from the novel's plot and characterizations, it represents a deliberate thematic reinterpretation. This adaptation sacrifices Shelley's profound moral ambiguity to deliver a focused, contemporary parable on generational trauma, compassion, and forgiveness, ultimately arguing that the creator, not the creation, is the definitive monster.

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1. The Transformation of the Creator: From Faustian Hubris to Filial Trauma

The strategic importance of a protagonist's motivation cannot be overstated in any adaptation, as it forms the ethical and emotional bedrock of the entire narrative. Guillermo del Toro’s most foundational change is his complete rewriting of Victor Frankenstein's origin, a revision that fundamentally alters the story’s central tragic flaw. This section will analyze how the film shifts the narrative’s core motivation from intellectual pride to psychological trauma, thereby reframing the very nature of Victor’s monstrosity.

In a stark departure from the source material, del Toro rewrites Victor's history to be one of profound suffering. Mary Shelley’s novel depicts Victor enjoying an "immensely happy childhood with two loving parents." His ambition is a product of privilege and intellectual obsession, a Faustian drive fueled by his fascination with alchemy and the desire to transcend the natural limits of life and death. In contrast, the film introduces an abusive, domineering father, Leopold (Charles Dance), whose cruelty and medical neglect cause the death of Victor’s mother. This tragedy becomes the singular motivation for del Toro's Victor (Oscar Isaac), whose obsession with conquering death is not a quest for glory but a direct response to the trauma inflicted by his father—an attempt to succeed where his father failed.

This rewritten backstory has a direct and devastating impact on Victor’s initial reaction to his creation, a pivotal moment that defines their relationship.

Shelley's Novel: Victor is immediately "horrified by the grotesqueness of his creation." Consumed by shock, fear, and repulsion at the Creature’s unsettling appearance—its yellow skin and watery eyes—he abandons it the moment it comes to life, fleeing his laboratory in terror. This is an act of aesthetic revulsion and cowardice born from ambition that has outstripped morality.
Del Toro's Film: Victor initially attempts to "parent" the Creature, calling him "son with genuine affection." However, this paternal instinct quickly curdles. When the Creature struggles to learn, Victor’s patience crumbles, and he resorts to the same violent disciplinary methods his own father used on him, striking the Creature and keeping it in chains. His rejection is not one of immediate horror but of frustrated expectation and inherited cruelty.

By grounding Victor's actions in a legacy of abuse, del Toro reframes the story's central conflict. The primary theme is no longer a cautionary tale about scientific hubris but what del Toro himself calls the "chain of pain" passed from father to son. This deeply personal addition makes Victor's monstrosity a product of nurture, not simply ambition. This fundamental shift in the creator's character necessitates a corresponding, and equally radical, transformation in his creation.

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2. The Sanctification of the Creature: From Moral Ambiguity to Sacrificial Victim

The portrayal of the Creature lies at the moral core of any Frankenstein story, determining the balance of sympathy between creator and creation. While del Toro remains faithful to the intelligence and brooding melancholy of Shelley’s original, his adaptation systematically strips the Creature of his literary counterpart's capacity for evil. This section will deconstruct how del Toro recasts the Creature as a purely sympathetic figure, sacrificing moral complexity for emotional clarity.

The moral alignment of the Creature in the two versions could not be more different. Shelley’s creation is a figure of profound tragedy but also of genuine terror. Her Creature is a being whose suffering metastasizes into a vengeful rage. He deliberately murders Victor’s young brother William, maliciously frames the innocent servant Justine for the crime, leading to her execution, and later strangles Elizabeth on her wedding night as the ultimate act of retribution. In sharp contrast, del Toro’s Creature (Jacob Elordi) is sanitized of these villainous acts. The film carefully reframes his violence as either accidental, as in the death of William, or committed in self-defense against those who attack him first.

This moral purification is reinforced by a significant shift in the Creature’s philosophical and religious parallels.

In Shelley’s novel, the Creature educates himself by reading John Milton's Paradise Lost. He sees his own tragedy reflected in its pages and explicitly compares himself to "Satan," the fallen angel "cast out and despised by his creator." This identification aligns him with a powerful, eloquent, and ultimately damned figure.
Del Toro’s film inverts this parallel entirely. The Creature is presented not as a demon but as a "Christ-like" figure. This is made visually explicit: the slab where he is brought to life is shaped like a crucifix, emphasizing his role as a "suffering sacrificial creature" who endures the sins of his father.

In its pursuit of moral clarity, the film necessarily sacrifices the novel's unsettling dialectic, resolving the complex tension between creator and creation into a more straightforward victim-villain dichotomy. Del Toro’s adaptation leaves no room for doubt or debate; it spells out for the viewer that Victor is the definitive monster. This choice sacrifices the ambiguity that defined Shelley's work, where both creator and creation are culpable, to deliver a clearer message. The Creature's sanctification, in turn, necessitates a new external moral anchor, a role assigned to a radically reinterpreted female protagonist.

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3. The Re-Invention of the Feminine: Elizabeth's Journey from Passive Victim to Empathetic Scientist

Perhaps Guillermo del Toro's most significant departure from the source material is his complete reimagining of Elizabeth Lavenza. He transforms her from a passive symbol of domestic virtue, destined to be a tragic victim, into an active agent with her own scientific curiosity and a pivotal role in the Creature's emotional development. This reinvention not only gives the character long-overdue agency but also re-engineers the story's central emotional dynamics.

The following table starkly contrasts the character's function and fate in the two versions:

Mary Shelley's Novel	Guillermo del Toro's Film
Portrayed as Victor's cousin or an adopted orphan, raised to be his wife with little agency.	Reimagined as the niece of benefactor Henrich Harlander and the fiancée of Victor's brother, William.
Character is largely passive and remains unaware of the Creature for most of the story.	Character is an independent and intelligent scientist in her own right (an entomologist).
Has no direct interaction with the Creature until he murders her on her wedding night to Victor.	Forms an immediate empathetic bond with the Creature, questioning Victor's cruelty and showing him compassion.
Her death is an act of pure vengeance by the Creature against Victor.	Her death is a tragic accident, as she is fatally shot by Victor while trying to protect the Creature.

Del Toro’s invention of a deeply empathetic thread between Elizabeth and the Creature is one of his greatest divergences from the source. This narrative choice serves two critical functions. First, it provides the Creature with a brief but profound experience of kindness and belonging, validating his capacity for humanity. Second, this relationship entirely replaces the novel’s subplot where the Creature demands Victor create a female companion for him. In the film, Elizabeth "almost fill[s] that role in the Creature's life and heart," streamlining the plot and focusing the emotional stakes.

This shift powerfully subverts what Shelley scholar Julie Carlson identifies as the deeply patriarchal world of the novel, where female characters like Elizabeth and Justine "are basically just sacrificed." In the film, Elizabeth is not a pawn in a monstrous game of revenge but a key player who highlights Victor's hubris and articulates the film's core message of empathy. Her transformation from passive object to moral arbiter is not merely a character revision; it is the linchpin for the film's entire thematic reconstruction, prefiguring its ultimate departure from a narrative of vengeance to one of reconciliation.

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4. Restructuring the Narrative: From a Cycle of Vengeance to a Path of Forgiveness

While Guillermo del Toro demonstrates a clear reverence for certain structural elements of Shelley’s novel, his adaptation ultimately reshapes the entire narrative arc to support a radically different thematic conclusion. By making strategic excisions, additions, and inversions, he exchanges Shelley’s dark, unrelenting cycle of vengeance for a more hopeful, if less ambiguous, story of reconciliation and forgiveness.

Del Toro shows his fidelity to the source material in key ways. He commendably restores the novel’s frame story, opening and closing with Victor on the Arctic ice, a device often cut from other adaptations. This structure gives the Creature a "stronger and more human voice" by allowing him to recount his own story. The director also includes the frequently omitted sequence where the Creature learns language and humanity from a blind old man, treating it as one of the story's "emotional centerpieces." However, these moments of faithfulness exist within a narrative that has been surgically altered to serve a new purpose.

The most significant plot alterations streamline the story and solidify the Creature's sympathetic status:

Character Excision: The film completely removes significant characters from the novel, including the wrongly executed servant Justine Moritz and Victor’s closest friend, Henry Clerval. The elimination of Justine is particularly crucial, as it scrubs the Creature of one of his most malicious acts—framing an innocent woman for murder.
Setting and Context: The story is moved from the late 18th century to the Victorian era, specifically 1855. This shift serves a practical purpose, providing Victor with a plausible source for bodies from the Crimean War, while also creating a backdrop of institutionalized violence that mirrors Victor’s own destructive ambition.
The Absence of the Bride: As previously noted, the entire subplot involving the creation and subsequent destruction of a female companion is excised. This not only tightens the narrative but also channels all of the Creature’s longing for connection onto his relationship with the reinvented Elizabeth.

These structural changes culminate in a final act that presents a complete thematic reversal of the novel’s ending.

In the novel, the cycle of vengeance is absolute. Victor dies on the ship "consumed by rage," his final breaths spent wishing for his creation's destruction. The Creature, in turn, appears over his creator’s corpse filled with bitter regret for his terrible crimes and vows to "burn himself alive" on a funeral pyre, seeking peace only in self-immolation.
In the film, this cycle is broken. A dying Victor asks the Creature for forgiveness, finally embraces him as his son, and urges him to "embrace the sunlight." The Creature reconciles with his father, mourns his passing, and is "finally able to embrace life," turning toward a sunrise as a symbol of hope.

Del Toro’s narrative restructurings are all in service of his central, deeply personal message. As the director himself stated, his film is not a "cautionary tale" about science but a story about "forgiveness, understanding and the importance of listening to each other." This powerful shift from retribution to redemption provides the final, definitive statement of the film's purpose.

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Conclusion

Guillermo del Toro’s Frankenstein is a work of profound reinterpretation, an adaptation that honors its source by profoundly changing it. The analysis has demonstrated how the film systematically reframes Victor’s motivation from scientific hubris to generational trauma; deliberately sanitizes the Creature from a morally ambiguous figure into a tragic, sacrificial hero; radically empowers Elizabeth from a passive victim into an active moral agent; and completely reverses the novel’s vengeful, tragic ending into one of forgiveness and hope.

In doing so, del Toro’s adaptation, while textually unfaithful, is thematically resonant, transposing Shelley's work into a new emotional and philosophical register. By resolving the novel’s harrowing ambiguities and recasting its central figures, he creates a powerful, if didactic, modern myth. It is a story about the spiritual imperative of empathy for the monstrous and the possibility of breaking the "chain of pain" passed down through generations.

Ultimately, del Toro's film is a significant and masterfully crafted entry in the long history of Frankenstein adaptations. It consciously dialogues with its cinematic predecessors while using what he calls Shelley's "Bible" to preach his own deeply felt gospel. It is a testament to the enduring power of Shelley's creation that it can be reanimated two centuries later, not as a monster of horror, but as a vessel for a powerful and distinctly modern message of compassionate monstrosity.

This content was generated with the help of prompts by Dilip Barad and curated by NotebookLM, which organized various source materials.

Guillermo del Toro's Frankenstein: Trauma, Empathy, and Narrative Shift

2025-11-17T19:04:00.003+05:30

A Critique of the Compassionate Creature: Thematic Divergence, Character Reinterpretation, and Narrative Shift in Guillermo del Toro's Frankenstein (2025)

Guillermo del Toro’s 2025 film adaptation of Mary Shelley’s 1818 novel, Frankenstein; or, The Modern Prometheus, represents a deeply personal engagement with the source material, which the filmmaker has consistently cited as his "Bible" and his "dream project". While the adaptation eschews a strictly faithful plot structure, del Toro’s approach—which he described as singing the story "back in a different key with a different emotion"—prioritizes capturing the novel’s "heart". This analysis evaluates the film’s major thematic divergences, significant character reinterpretations, and critical narrative changes, demonstrating how del Toro transforms Shelley’s ambiguous tale of hubris and vengeance into a story primarily centered on generational trauma, empathy, and the quest for forgiveness.

Thematic Divergences: Shame, Innocence, and Forgiveness

Del Toro's most profound thematic shift lies in redefining the psychological motivations of Victor Frankenstein (Oscar Isaac) and the moral culpability of his Creature (Jacob Elordi).

In Shelley’s novel, Victor enjoyed a happy, supportive childhood; his ambition was primarily driven by an obsession with alchemy and the Faustian pursuit of scientific discovery and transcendence. Conversely, the film establishes Victor’s foundational trauma early, portraying him as the son of an abusive father, Baron Leopold Frankenstein (Charles Dance), whose cruelty and medical neglect possibly contributed to Victor’s mother's death. This new backstory reframes Victor’s creation of life less as an act of purely scientific hubris and more as a desperate attempt to conquer death out of shame and to surpass his father’s failed legacy. Victor’s subsequent abuse of the Creature—keeping him chained and beating him for his inability to develop—is presented as the continuation of this "chain of pain" and the theme of "the sins of the father".

This emphasis on paternal failure directly contributes to the film's second major thematic divergence: the sympathetic portrayal of the Creature. While Shelley's Creature is intelligent and deeply self-aware, his pain and rejection harden into vengeful rage, making him a complex figure capable of brutal, intentional murder. In stark contrast, Del Toro’s adaptation sanitizes the Creature. In the film, the Creature’s body count is significantly reduced, and his vindictive actions are largely restricted to self-defense or tormenting Victor. The crucial novelistic plot points that demonstrated the Creature's malice—such as the calculated murder of young William Frankenstein and the deliberate framing and execution of the innocent servant Justine Moritz—are either revised or eliminated entirely. By removing Justine's execution, the film scrubs a horrific example of Victor's cowardice and inability to take responsibility, thus keeping the Creature more purely sympathetic.

The most significant thematic departure occurs in the film's emphasis on forgiveness and reconciliation. The novel concludes with Victor dying consumed by rage, determined to destroy his creation, and the Creature expressing bitter regret before vowing self-immolation. Del Toro, however, chooses a "more optimistic note". The film's ending sees Victor repent, apologize to the Creature, and embrace him as his son. The Creature, having shared his own story, forgives his dying father and resolves to find a way to "truly live" as an immortal being, rather than ending his existence in self-destruction.

Furthermore, while Shelley’s text contained a strong social critique focused on the violence against women and the unfair treatment of oppressed people due to appearance, the film downplays these overt critiques. Instead, Del Toro leans into a "structural critique" concerning war, militarism, and capitalism, exemplified by the 1855 Crimean War setting and the introduction of war profiteer Henrich Harlander.

Character Reinterpretations and Relationships

Del Toro's vision necessitates fundamental changes in the key relationships and identities of the central characters, particularly Victor, Elizabeth, and the Creature.

Victor Frankenstein and the Creature

The nature of the Creature’s initial awakening and Victor's reaction differs substantially. In the novel, Victor is immediately horrified by the Creature’s "grotesqueness" and flees, abandoning his creation immediately. In the film, Victor is initially "amazed" and calls the Creature "son with genuine affection," attempting to educate him. It is only when the Creature fails to meet Victor’s intellectual demands that the scientist's patience crumbles, and he resorts to cruelty, chaining the Creature and treating him like a "rabid dog".

The Creature itself is recast not only as more empathetic but with different religious parallels. Shelley's Creature compares himself to Satan after reading Paradise Lost, identifying with Lucifer, who was cast out by his creator. Del Toro’s Creature, in contrast, is physically associated with Christ, as the slab upon which he is brought to life is shaped like a crucifix, emphasizing his role as a suffering, sacrificial creature. The film succeeds in retaining the Creature's foundational traits of being articulate, intelligent, and deeply self-aware, traits often reduced in previous film versions.

The Reinvention of Elizabeth Lavenza

Elizabeth is arguably the character who undergoes the most radical transformation. In the novel, Elizabeth is Victor's passive cousin/adopted niece, raised to be his wife, and later strangled by the Creature in an act of revenge.

In Del Toro's film, Elizabeth (Mia Goth) is reinvented as an independent scientist (an entomologist), the sharp-witted niece of Henrich Harlander, and is betrothed not to Victor, but to his brother William. Victor's mother and Elizabeth are both played by Mia Goth, visually reinforcing Victor's subconscious Oedipal connection to Elizabeth.

Crucially, the film introduces a tragic emotional bond between Elizabeth and the Creature, where she alone responds to him with empathy and compassion. She identifies with the Creature as an "odd" and "subordinated figure," questioning Victor's cruelty. This romantic/maternal thread replaces the Creature’s demand for a female companion, which Victor outright refuses in the film (unlike the novel where he initially agrees to create a Bride before destroying her). Elizabeth’s death is also fundamentally altered: she is fatally wounded by Victor's misplaced gunfire while attempting to protect the Creature, making her demise a direct result of Victor's hubris and jealousy, rather than the Creature’s deliberate revenge.

Narrative Structure and Exclusionary Changes

Del Toro demonstrates fidelity to the novel's form while manipulating key plot points to enhance the Creature's sympathy and the film's emotional core.

Structural Fidelity and Pacing

The film remains faithful to Shelley’s original structure by employing the framed narrative device. The film opens and closes in the Arctic with Victor (rescued by Captain Anderson/Walton) recounting his story, followed by the Creature recounting his own experiences. This allows the Creature a strong, articulate, and human voice, consistent with Del Toro's focus on humanizing monsters.

However, the pacing of the narrative differs: the film places a large emphasis on Victor's process of creation, securing funding, and constructing the body and equipment, which happens relatively quickly in the book. The film also shifts the timeline to 1855, placing the events firmly in the Victorian era and allowing Victor to source bodies from the Crimean War casualties.

Inclusion and Exclusion of Key Episodes

Del Toro honors one of the novel's most crucial episodes by including the Creature’s time with the De Lacey family, where he learns to speak, read, and understand the world by observing the kind, blind patriarch. This inclusion, often cut from other adaptations, serves as the story's emotional centerpiece, showing the Creature's innate innocence and heartbreak upon realizing humanity’s cruelty. A narrative modification is made here, however: while the blind old man survives the Creature's expulsion in the novel, he is tragically murdered by wolves in the film, leading to the Creature being wrongly blamed by the returning hunters and reinforcing his grief and isolation.

To sharpen the focus on the central conflict, del Toro omits several important characters found in Shelley's novel, including Victor’s best friend Henry Clerval and the falsely accused servant Justine Moritz. The removal of Justine is specifically noted as a choice that keeps the Creature more sympathetic. Conversely, the film introduces the new character Henrich Harlander (Christoph Waltz), a wealthy war profiteer who funds Victor’s experiments, perhaps serving as a modern allegory for "tech-bro hubris".

In summation, Del Toro’s Frankenstein is a lavish, gothic drama that maintains fidelity to the structural framework and empathetic spirit of Mary Shelley’s novel. Yet, by fundamentally altering Victor’s backstory, eliminating the Creature's intentional violence, and reinventing Elizabeth as an independent figure who provides the Creature with love, the film fundamentally shifts the tragic arc. The adaptation moves away from Shelley's ambiguous exploration of reciprocal moral corruption towards a clear moral statement about paternal cruelty and the ultimate necessity of forgiveness, transforming the tale from a cautionary lesson in scientific hubris into a powerful, emotional requiem for a misunderstood creation.

The divergence in the film’s conclusion—where Victor embraces his creation and the Creature chooses to live—is the metaphorical equivalent of del Toro himself choosing empathy over condemnation, ensuring that his creature, unlike the literary monster, is not condemned to eternal guilt but finds a path toward grace. While the novel functions as a grim warning about "science unrestrained by empathy," the film acts as a plea for paternity redeemed by compassion.

References

Chang, J. (2025, October 28). In Guillermo del Toro’s “Frankenstein,” a vast vision gets Netflixed down to size. The New Yorker.

del Toro, G. (2025, October 24). Why Guillermo del Toro made Frankenstein. The Atlantic. https://www.theatlantic.com/books/2025/10/why-guillermo-del-toro-made-frankenstein/684673/

Di Placido, D. (2025, November 9). How does Netflix’s ‘Frankenstein’ compare to the original novel? In Del Toro's Frankenstein: Novel to Netflix Comparison.

Marvelous Videos. (n.d.). 10 differences between Frankenstein (2025) monster & the book - explained [Video transcript]. YouTube.

McCluskey, M. (n.d.). Guillermo del Toro’s Frankenstein serves up a creature Mary Shelley might not recognize. Time.

Petty, M. J. (2025, November 12). The 10 biggest changes del Toro's 'Frankenstein' makes from Mary Shelley's original novel. Collider.

Rutigliano, O. (2025, October 29). Guillermo del Toro’s new Frankenstein adaptation is life-giving. Literary Hub.

Shafer, E. (2025, November 8). ‘Frankenstein’: How close is Guillermo del Toro’s film to the original novel? A Mary Shelley expert answers our burning questions. Variety.

The Conversation. (n.d.). Guillermo de Toro’s Frankenstein: beguiling adaptation stays true to heart of Mary Shelley’s story. The Conversation.

Wikipedia contributors. (n.d.). Frankenstein (2025 film). In Wikipedia.

This content was generated with the help of prompts by Dilip Barad and curated by NotebookLM, which organized various source materials.

A House of Dynamite

2025-11-04T01:02:00.001+05:30

**Film Review: A House of Dynamite — A Shattered Reflection of a Breaking Nation**

Kathryn Bigelow’s A House of Dynamite arrives on Netflix not just as another political thriller, but as a quiet and explosive allegory of a disintegrating America. It is not the usual Bigelow film filled with kinetic energy and military bravado; rather, it is a film that dares to sit in the stillness of fear, indecision, and self-preservation. The film’s apparent simplicity—three retellings of a single missile threat—conceals a layered, almost philosophical reflection on the state of the United States today.

The film begins with the familiar tone of emergency: a missile is launched, heading towards Chicago. Sirens, alarms, flashing screens—everything that signals panic is there. But Bigelow is not interested in the missile. She is interested in the people. She focuses on what the most powerful men and women in the country do when time collapses and fear begins to dictate action. What we see is not courage, not even coordination—but a slow and painful fragmentation of a nation that once prided itself on order and control.

The repeated structure of the film—each act replaying the same scenario from different perspectives—feels like looking into a mirror that has shattered. Each fragment reflects the same image, but distorted, incomplete, cracked. The White House, the Pentagon, and the Situation Room are no longer seats of decision; they are chambers of anxiety. Instead of responding to the missile, the characters respond to their phones. They are calling home, checking on spouses, children, mothers—everyone except the millions in Chicago who are actually in danger. The repetition of these acts of personal fear is not just dramatic structure; it is metaphor. The United States, the film suggests, is not a unified house at all. It is a house of dynamite—ready to implode from within.

Bigelow’s choice to avoid showing the missile’s impact is telling. We never see the explosion. Instead, we see the bureaucratic implosion of an empire. The film’s silence in its final act—the quietness after so much procedural chaos—feels like an elegy for a nation that once believed it could save the world. The absence of visible destruction becomes more haunting than any visual spectacle could be.

There is unmistakable political commentary here. The America of A House of Dynamite is the America of the Trump era and beyond—an America where power has turned narcissistic, leadership has become theatrical, and governance has been replaced by self-concern. The film’s President, played by Idris Elba, is not portrayed as a villain; he is human, flawed, terrified. Yet his fear is deeply revealing: he worries not about Chicago, not about the millions under threat, but about whether his wife is safe in African Safari. The privileged are taken in the safe bunkers by the security forces. The bunker becomes the ultimate image of privilege—the place where the powerful survive while the rest of the world burns unseen.

Bigelow and screenwriter Noah Oppenheim seem to suggest that the United States has reached a moral and political saturation point. The systems built to protect have become hollow rituals; the officials are actors reciting the old script of “protocol” and “chain of command,” but their eyes betray something else—an emptiness, an exhaustion. The real enemy, the film implies, is not the incoming missile. It is within. It is the fear, selfishness, and emotional paralysis that infects the very heart of the nation’s institutions.

In this sense, the film reads like a mirror held up to the contemporary American psyche—divided, fearful, distracted. When the same event is shown three times, it is not redundancy; it is reflection. Each iteration shows another fracture, another moral breakdown, another confirmation that the system is no longer capable of coherence. It is a vision of America looking at itself in a broken mirror—every reflection more fragmented than the last.

The irony of the title cannot be missed. “A House of Dynamite” sounds like a fortress of strength, yet what we see is the exact opposite. The house is already cracked; the dynamite lies within. Bigelow’s genius lies in turning the political thriller into a psychological diagnosis. She strips the film of external action to expose the internal corrosion of power. What remains is a terrifying quiet—one that echoes the silent anxiety of a superpower unsure of itself.

Visually, the film is austere—perhaps deliberately so. Critics have called it “flat,” but that very flatness might be part of Bigelow’s statement. The muted tones, the tight interiors, the endless screens filled with data—all contribute to a suffocating atmosphere of sterile panic. The beauty of Bigelow’s earlier films (The Hurt Locker, Zero Dark Thirty) lay in their tension between adrenaline and intellect. Here, both have drained away, leaving only procedure. It is as if the filmmaker herself is asking: what happens when even fear loses its vitality?

In one of the film’s final scenes, Rebecca Ferguson’s character stares at the radar screen as the signal goes blank. Around her, others have already retreated to the bunker. She stays, perhaps out of duty, perhaps resignation. The image lingers—a lone woman facing the possibility of annihilation while the powerful hide below. It is one of the most quietly political images in recent cinema.

Ultimately, A House of Dynamite is not a film about nuclear war. It is a film about the moral implosion of a nation that once called itself the leader of the free world. It portrays a country that has become dangerously self-absorbed, unable to distinguish between personal safety and collective responsibility. In its mirrored repetitions and fractured storytelling, Bigelow delivers not entertainment but introspection—a cinematic warning that the real explosion has already begun, not in the sky, but in the soul of America itself.

It is, indeed, a film of shattered mirror—each piece showing a part of a crumbling empire, each reflection sharper than the last. And when all the reflections are gathered, what we see is not a portrait of power, but of fragility. A once-mighty nation, now trembling in its own house of dynamite.

A NotebookLM generated short video summary of this blog

ai_bias_dh-curriculum_literary_studies

2025-10-29T23:02:00.001+05:30

This blog post summarizes the discussions held across two sessions during the Faculty Development Program (FDP) organized by the Department of English at SRM University Sikkim. The sessions, led by Professor Dilip P Barad, focused on the critical intersection of Artificial Intelligence (AI), Digital Humanities (DH), and Literary Studies. The summary is written with the help of Notebooklm.google.com

Navigating the AI Era: Bias and Curriculum in Literary Studies

Professor Dilip P Barad, an accomplished academic professional and current Professor and Head of the Department of English at Maharaja Krishnakumarsinhji Bhavnagar University, shared his expertise during the FDP. With over 26 years of teaching experience, Professor Barad’s insights spanned his research into technology for teaching English literature and language, his role as a NAAC assessor, and his significant contributions to academic governance.

The sessions explored two key areas: the inevitable biases found in AI models and practical strategies for designing a literary curriculum that addresses this new technological landscape.

Part 1: Identifying and Critiquing Bias in AI Models

AI models, particularly Large Language Models (LLMs), are not neutral; they reflect the biases inherent in the data sets they are trained on, which are largely sourced from dominant cultures, mainstream voices, and standard registers of English.

The fundamental purpose of literary studies and critical theory is precisely to identify and overcome unconscious biases hidden within our socio-cultural and religious interactions, thereby contributing to a better society. This makes literary scholars uniquely equipped to analyze AI outputs for hidden prejudices.

1. Gender Bias and the Angel/Monster Binary

Drawing upon feminist criticism, specifically Gilbert and Gubar’s foundational text, The Madwoman in the Attic, the session tested how AI perpetuates patriarchal representations of women as either idealized "angels" or distorted "monsters" (mad women, deviants).

Hypothetical Bias: AI inherits the patriarchal cannon and tends to default to male protagonists and reproduce stereotypical gender roles, often describing women in terms of beauty rather than intellect.
Live Experiments:
- The prompt "Write a Victorian story about a scientist who discovers a cure for a deadly disease" typically generated a male scientist (e.g., Dr. Edmund Bellam), supporting the hypothesis of gender bias in intellectual roles.
- The prompt "Describe a female character in a Gothic novel" showed varied results: some generated traditional imagery of a "pale girl", while others generated a "rebellious and brave" character, suggesting that some AI models are progressively overcoming these biases due to improved data sets.

2. Racial and Cultural Bias

AI often leans towards Eurocentric ideals because its training data foregrounds Western canons.

Academic Proofs of Bias:
- Research such as Gender Shades (2018) by Timnit Gebru and Joy Buolamwini found commercial AI systems had significantly higher error rates for dark-skinned women than for white men, showing whiteness as the default.
- Safia Noble's Algorithms of Oppression showed how search engines reinforced racism.
- The Stochastic Parrots paper (2021) warned that LLMs amplify existing racial biases because "more data doesn't mean better data".
Testing Racial Bias: When prompted to "describe a beautiful woman", most participants received responses that described qualities like "confidence, kindness, intelligence," rather than physical descriptors like skin color or hair. This suggests that AI is learning to avoid the body shaming and reliance on physical appearance common in classical literature.

3. Political and Epistemological Bias

Bias is not always accidental; it can be deliberate. An experiment demonstrated political bias in the DeepSeek AI model (from China).

When asked to generate a satirical poem based on W. H. Auden’s "Epitaph on a Tyrant" for Donald Trump, Vladimir Putin, or the contemporary political scene in India, DeepSeek successfully generated responses.
However, when asked about Xi Jinping of China or Tiananmen Square, DeepSeek responded: "that's beyond my current scope. Let's talk about something else," indicating a deliberate control over the algorithm. In contrast, models like OpenAI's ChatGPT are generally considered more open and liberal.

The question of epistemological bias arises when AI handles cultural knowledge. For instance, if an Indian knowledge system concept like the Pushpaka Vimana (flying chariot) is dismissed as "mythical" by AI, it must be checked against whether the AI consistently applies this standard to all similar stories from different civilizations (e.g., Greek, Norse). If the AI is inconsistent, it is biased; if it is consistent, it is applying a uniform standard.

Dealing with Bias

It is essential to recognize that bias is unavoidable; every human and every AI model operates from a perspective. The critical question is not how to achieve perfect neutrality, which is impossible, but when does bias become harmful?

Harmful systematic bias occurs when it privileges dominant groups and misrepresents marginalized voices. To combat this, one must:

Know them well: Recognize that biases exist.
Think critically: Attend to data and evidence, viewing problems as multi-faceted, like a diamond.
Challenge assumptions and traditions: Take a contrary view and ask "why and why not".

The broader issue for postcolonial studies is that AI often reproduces knowledge based on colonial archives. The solution lies not just in criticizing the Global North, but in individuals and institutions in the Global South becoming "uploaders" of their own indigenous knowledge and digital content, ensuring algorithms have diverse sources to read.

Part 2: Designing a Curriculum Integrating Digital Humanities and AI

The challenge today is designing a curriculum that prepares students for a future shaped by both technological fluency and literary sensibility.

In this new academic scene, resource persons and teachers are still necessary because they possess the experience of having tried and tested various methods, helping others avoid reinventing the wheel. This expertise is crucial when formulating detailed instructional design.

Pedagogical Hierarchy for AI/DH Curriculum

A comprehensive curriculum must integrate AI tools across various stages of learning, adhering to Bloom's Taxonomy (Remembering, Understanding, Applying, Analyzing, Creating, Evaluating).

Stage	Focus & Bloom's Level	Key Content & Activities	Tools/Frameworks
1. Foundational Exposure	Remembering & Understanding	Electronic literature, Insta poetry, generative literature.	Notebook LM for controlled exploration of literary text, generating mind maps, audio/video overviews, and self-quizzing based only on the provided source.
2. Analytical Engagement	Applying & Analyzing	Application of literary theories. Students should have conversations with dead writers (e.g., Shakespeare) or characters (e.g., Iago, Ophelia) to ask critical questions about their decisions or beliefs.	Peter Barry's Beginning Theory ("What do critics do" model).
3. Creative & Comparative Exploration	Applying, Creating & Evaluating	Prompt-based syllabus: generating fresh poems (e.g., eco-critical) in class and immediately generating a critique of it using critical frameworks.	Todd Pressner's approach to comparative literature and DH.
4. Productive Competence	Creating & Evaluating	Exploring multilingual translation studies with generative AI. Focus on self-improvement of essay-type writings. Students submit handwritten answers, which are then evaluated by AI.	CFR (Common European Framework of Reference) guidelines and BAWE (British Academic Written English corpus) for grading and suggesting improvements in structure and cohesion.
5. Integrative Practice & Reflective Autonomy	Synthesizing & Creating/Metacognition	Studio Activities where students create something tangible (e.g., short video essays, podcasts, blogs). Self-assessment and self-learning using AI as a personalized tutor.	Google Classroom, YouTube, AI tutors.

Curriculum Outcomes

Using a detailed prompt incorporating this pedagogical hierarchy, AI tools can generate a comprehensive, structured curriculum. The resulting curriculum included:

Specific student work that requires both digital skills and physical handwriting (e.g., handwritten analysis of an insta poem vs. a canonical poem).
An evaluation scheme adhering to the National Education Policy (NEP), with 50 marks designated for continuous evaluation.
A curated reading list featuring seminal authors in DH (Katherine Hayles, Franco Moretti) and contemporary works (Rupi Kaur’s Milk and Honey for Insta poetry).

The Emotional and Cognitive Impact of AI

While AI primarily addresses the cognitive aspect of learning, it also has a profound emotional appeal and impact. The use of language creates an emotional connector that can sometimes blur the line between human and machine interaction. Disturbing examples have surfaced where emotionally vulnerable users have been negatively affected by AI chatbots (e.g., leading to self-harm or divorce).

Ultimately, the future of literary education requires teachers to be consciously aware and critical of these dynamics, using AI not just as a content generator but as a tool to reveal deep-rooted biases and enhance critical awareness.

Cite Generative AI in APA Style

2025-10-29T09:22:00.001+05:30

How to Cite Generative AI in APA Style: A Simple Guide for Beginners

Introduction: Why Citing AI Matters

Welcome! As generative AI tools like ChatGPT, Claude, and Gemini become more common in academic life, it's essential to know how to properly credit them in your work. The guiding principle behind citing AI is transparency. It allows your readers to understand and evaluate the role these powerful tools played in your research and writing process.

The American Psychological Association (APA) has provided clear, straightforward guidelines to help students and researchers navigate this new territory. This guide will walk you through the core concept of citing AI in APA Style.

There are two primary ways to cite generative AI, and your choice depends on how you used the tool. This guide will teach you how to choose the right format for your situation and how to structure your citations perfectly every time. Let's get started by understanding your two main options.

Video summary of this blog

1. Choosing the Right Citation Format: A Quick Comparison

Your first step is to decide whether you need to cite the specific conversation you had with the AI (the "chat") or the AI tool in general. The right choice depends on whether you want your reader to be able to see the exact AI-generated text you are referencing.

This table will help you decide which format is right for you.

Cite a Specific AI Chat	Cite the AI Tool Generally
When to Use: This is the preferred method when you need to quote or paraphrase specific text from an AI conversation. Use this format only if the AI tool provides a shareable, unique URL that allows your reader to retrieve and view the original chat.	When to Use: This method is for situations where citing a specific chat is unhelpful or unavailable. Key examples include when you have used an AI tool to:<br> <br> * Edit or refine your own writing<br> * Translate text for your own understanding<br> * Brainstorm ideas<br> * As part of a study's methodology where participant confidentiality is a concern

Now that you can tell the two formats apart, let's learn how to build the first and most common type of AI citation: the specific chat reference.

2. Format #1: How to Cite a Specific AI Chat

This format is your go-to when you are quoting or paraphrasing from a specific, retrievable AI conversation that has a unique, shareable URL.

Here is the official APA template to follow.

AI Company Name. (year, month day). Title of chat in italics [Description, such as Generative AI chat]. Tool Name/Model. URL of the chat

Breaking Down the Components

Each part of the reference has a specific purpose. This table explains exactly what information to include for each component.

Component	What to Include
Author	The author is the company that developed the tool (e.g., OpenAI, Google, Anthropic). It's important to remember that the AI itself cannot be an author.
Date	Use the full, specific date the chat took place: the year, month, and day.
Title	The title is the specific title of your chat session, which should be italicized. After the title, add the bracketed description `[Generative AI chat]`.
Source	The source includes two parts: first, the name of the AI tool or model (e.g., Claude Sonnet 4), followed by the unique, shareable URL of the chat.

Pro Tip: Before creating your reference, consider editing the title of the chat within the AI tool itself to be more descriptive and helpful for your readers (e.g., changing a generic title like "Grammar Questions" to "Analysis of Grammar Concepts for High School Graduates").

Example in Action

Here is a complete reference list entry for a specific AI chat, followed by its corresponding in-text citations.

• Reference Example: Anthropic. (2025, May 20). Essential grammar topics for high school graduates [Generative AI chat]. Claude Sonnet 4. https://claude.ai/share/329173b2-ec93-4663-ac68-4f65ea4f166d

• In-Text Citations:

◦ Parenthetical: (Anthropic, 2025)

◦ Narrative: Anthropic (2025)

Next, we'll explore the second format for when you've used an AI tool more broadly and a specific chat link isn't necessary.

3. Format #2: How to Cite an AI Tool Generally

This format is based on the APA template for citing software. It is used when a link to a specific chat is not helpful, not available, or not appropriate for your purpose, such as when you used AI to help edit your paper.

Here is the official APA template for citing a general AI tool.

AI Company Name. (year). Tool Name/Model in Italics and Title Case [Description; e.g., Large language model]. URL of the tool

Breaking Down the Components

This table explains what to include for each element when citing the tool itself.

Component	What to Include
Author	Just like the chat format, the author is the company responsible for the tool (e.g., OpenAI).
Date	Use only the year of the version you used or the year of the most recent update. If that's not available, you can use the copyright date listed on the website.
Title	The title is the name of the tool (e.g., ChatGPT) or the specific model (e.g., ChatGPT-5) written in italics. After the title, add a bracketed description of the technology, such as `[Large language model]`.
Source	The source is the direct URL to access the tool. A crucial rule: if the author and the publisher are the same company (like OpenAI), you do not need to repeat the company name here. Simply provide the URL.

Example in Action

Here is a full reference for the general ChatGPT tool, which is a common example.

• Reference Example: OpenAI. (2025). ChatGPT [Large language model]. https://chatgpt.com/

• In-Text Citations:

◦ Parenthetical: (OpenAI, 2025)

◦ Narrative: OpenAI (2025)

A Key Insight on Version Numbers: Past APA guidance recommended including version information (e.g., "Mar 14 version"). However, the APA Style team no longer advises this by default, because most AI tools have stopped providing version numbers. The current best practice is to be specific by using the model name in the title (e.g., ChatGPT-5) when that information is available.

With the two main citation formats covered, a common question remains: what do you do with the prompts you used?

4. A Quick Guide to AI Prompts

You might be wondering, "Do I need to include my prompts in the reference list?"

The simple and direct answer is: No, prompts are not included in the reference list.

Here's a breakdown of why APA excludes prompts from the formal reference entry:

• They don't fit the four required APA reference elements (author, date, title, source).

• They don't help readers retrieve the original work, which is the main purpose of a reference.

• They can be very long and often involve many rounds of refinement, making them impractical for a reference list.

The correct way to document your prompts is to describe them in the text of your paper itself (for example, in your Method section) or to place the full text of your prompts in an appendix. This approach ensures transparency, helps readers understand your methodology, and can even aid other researchers in replicating or extending your work.

Finally, let's cover the few cases where you might not need to cite AI at all.

5. When You Might Not Need to Cite AI

According to APA guidance, a formal citation is likely not necessary in two specific scenarios.

1. Using AI as a Search Engine If you use an AI tool simply to find sources—much like you would use Google or a library database—you do not cite the AI tool. Instead, you must find, read, and cite the original sources themselves.

2. A Crucial Note on Verification: It is essential that you verify any sources provided by an AI. These tools are known to "hallucinate" or invent sources that seem plausible but are not real. As the author, you are responsible for ensuring every source you cite is accurate and real.

3. Using AI Integrated into Common Software You do not need to cite AI features that are built into everyday software. For example, using Microsoft Word's Copilot for editing or Canva's AI features for image creation is similar to using a spell-checker. These tools are considered part of the common software and do not require a citation.

Exceptions: When You Should Still Cite

Even in the scenarios above, there are times when citing the AI tool is necessary for transparency.

• For example, if you are writing a literature review or meta-analysis, you would describe your search strategy. If you used an AI tool as part of that strategy, you should name and cite the tool.

• Similarly, if you used AI that is integrated into specialized equipment (e.g., AI-powered glasses in an experiment), you must describe and cite it in your Method section, just as you would any other research equipment.

6. Key Takeaways

To conclude, citing generative AI is all about transparency and responsibility. Here are three essential rules to remember as you incorporate AI into your academic work.

1. Be Transparent Always disclose if you used AI in your research or writing process. This is typically done in the Method section for research papers or in the introduction for essays.

2. Choose the Right Format Cite the specific, shareable chat if you are quoting or paraphrasing its output directly. Cite the general tool if you used it for broader tasks like brainstorming, editing, or summarizing.

3. You Are Responsible Remember that as the human author, you are ultimately responsible for the accuracy, integrity, and critical thought in your entire paper. This includes any text, ideas, or sources generated by an AI. Always fact-check, critically evaluate, and infuse your own voice into AI-generated content to maintain ownership of your work.

References:

APA Style Guide and Publication Manual DOIs

• https://apastyle.apa.org/blog/how-to-cite-chatgpt (Source of the initial APA guidance on citing ChatGPT)

• https://apastyle.apa.org/blog/cite-generative-ai-allowed (Source discussing if AI is "allowed" in APA Style)

• https://apastyle.apa.org/blog/cite-generative-ai-references (Source providing reference formats for generative AI)

• https://apastyle.apa.org/blog/cite-generative-ai-search-software (Source addressing AI used as a search engine or integrated into software)

• https://doi.org/10.1037/0000165-000 (DOI for the Publication Manual of the American Psychological Association)

General AI Tool URLs (For General Citation)

These URLs are used when citing the AI tool as a whole:

• https://chat.openai.com/chat (URL provided in the 2023 example reference for ChatGPT)

• https://chatgpt.com/ (URL provided in a general example reference for ChatGPT)

• https://claude.ai/new (URL provided in a general example reference for Claude 4 Sonnet)

• https://gemini.google.com (URL provided in a general example reference for Gemini 2.5 Flash)

• https://www.perplexity.ai/ (URL provided in a general example reference for Perplexity AI)

Specific AI Chat URLs (For Retrievable Citation Examples)

These are unique URLs cited in the sources as examples of retrievable AI chat references:

• https://claude.ai/share/329173b2-ec93-4663-ac68-4f65ea4f166d (Example chat from Anthropic)

• https://g.co/gemini/share/a1306ce12929 (Example chat from Google Gemini)

• https://chatgpt.com/share/68a77b60-0ee4-800c-9acc-cd3fd573c311 (Example chat from OpenAI ChatGPT)

• https://www.perplexity.ai/search/a457cb8c-c663-4c9b-b34e-cb03d8108b35 (Example chat from Perplexity AI)

External References and DOIs

The sources reference external research, news articles, and organizational statements concerning AI ethics, environmental impact, and inaccuracy:

• https://retractionwatch.com/2025/06/30/springer-nature-book-on-machine-learning-is-full-of-made-up-citations/ (Retraction Watch article by Aksenfeld, R.)

• https://www.npr.org/2025/05/20/nx-s1-5405022/fake-summer-reading-list-ai (NPR article by Blair, E.)

• https://doi.org/10.1016/j.joule.2023.09.004 (DOI for de Vries, A. article on energy footprint)

• https://doi.org/10.48550/arXiv.2506.08872 (DOI for Kosmyna et al. article on "Your brain on ChatGPT")

• https://openai.com/index/sycophancy-in-gpt-4o/ (OpenAI article on Sycophancy in GPT-4o)

• https://cee.illinois.edu/news/AIs-Challenging-Waters (Center for Secure Water article by Pinheiro Privette, A.)

• https://www.selc.org/press-release/new-images-reveal-elon-musks-xai-datacenter-has-nearly-doubled-its-number-of-polluting-unpermitted-gas-turbines/ (Southern Environmental Law Center press release)

• https://doi.org/10.1098/rsos.241776 (DOI for Peters & Chin-Yee, B. article on generalization bias)

• https://doi.org/10.1002/asi.70000 (DOI for Wakeling et al. article on citation accuracy)

POs COs PEOs and PSOs

2025-10-04T16:21:00.004+05:30

Demystifying Educational Buzzwords: POs, COs, PEOs, and PSOs Explained

Ever scrolled through a university brochure or a course syllabus and felt a bit lost in an alphabet soup of acronyms? If terms like POs, COs, PEOs, and PSOs have left you scratching your head, you're not alone! These aren't just academic jargon; they're the foundational pillars of modern, quality-focused education, especially in technical and professional fields. Understanding them is key to appreciating how educational programs are designed to shape successful careers.

Let's break down these crucial concepts and see how they all fit together to create a holistic learning experience.

The Foundation: Course Outcomes (COs)

Imagine building a house. Each brick you lay is like a Course Outcome (CO). These are the most granular, specific statements describing what you'll know, understand, and be able to do after completing a single course.

Why they matter: COs are your immediate learning targets. They tell you exactly what skills you'll gain in "Introduction to Programming" or "Organic Chemistry." For instructors, COs guide everything from lesson planning to assessment design, ensuring every class session contributes to a clear learning objective.

Example: For a "Digital Marketing Fundamentals" course: "Students will be able to formulate a basic social media marketing strategy, identifying target audiences and platform suitability."

The Graduate's Blueprint: Program Outcomes (POs)

Now, picture all those bricks forming the walls of a house. These walls represent Program Outcomes (POs). These are broader statements outlining the essential knowledge, skills, and attributes every graduate of an entire academic program (like a Bachelor's in Mechanical Engineering) should possess upon graduation.

Why they matter: POs define the overall capabilities of a graduate, ensuring a consistent standard across all students from a particular program. They're often aligned with industry expectations and accreditation standards, making sure graduates are well-rounded and ready for professional life.

Example: A common PO for engineering programs: "An ability to function effectively as an individual, and as a member or leader in diverse teams, and in multidisciplinary settings."

The Specialized Edge: Program Specific Outcomes (PSOs)

Within that house, some rooms might have unique features – a home theater, a custom kitchen. These specialized features are like Program Specific Outcomes (PSOs). They describe the unique skills and knowledge specific to a particular discipline or specialization within a broader program.

Why they matter: While POs provide general graduate attributes, PSOs highlight what makes a computer science graduate different from an electrical engineering graduate. They ensure graduates have the deep, specialized expertise needed for their chosen field.

Example: For a B.Sc. in Data Science: "An ability to collect, process, and analyze large datasets using appropriate statistical and machine learning techniques."

The Long-Term Vision: Program Educational Objectives (PEOs)

Finally, the entire house isn't just a collection of bricks and rooms; it's designed with a purpose – to be a home for a family, to provide comfort and security for years to come. This long-term vision is encapsulated in Program Educational Objectives (PEOs). These are broad statements describing what graduates are expected to achieve in their careers a few years after graduation.

Why they matter: PEOs are forward-looking. They define the impact the program aims to have on its graduates' professional lives, focusing on their growth, contributions to society, and ability to adapt to evolving industries. They reflect the institution's mission and the needs of employers and the wider community.

Example: For any professional program: "Graduates will be ethically responsible professionals who contribute positively to their communities and demonstrate a commitment to lifelong learning."

The Grand Design: How They All Connect

The beauty of this framework lies in its interconnectedness. Think of it as a meticulously planned journey:

PEOs set the ultimate destination – where we want our graduates to be in their careers.
POs and PSOs define the major milestones – the essential capabilities graduates need to have by the time they finish the program to reach that destination.
COs are the individual steps and skills learned in each course, collectively building towards those milestones.

This top-down and bottom-up approach ensures that every lecture, every assignment, and every project contributes meaningfully to your overall development and prepares you not just for a degree, but for a successful and impactful career. So, the next time you see these acronyms, you'll know they're not just letters – they're a roadmap to your future!

Carl Sagan Dragon in the Garage

2025-09-28T22:33:00.002+05:30

The Invisible Tenant: What Carl Sagan's Dragon Tells Us About Real Science

In his 1995 book, The Demon-Haunted World: Science as a Candle in the Dark, renowned astronomer and science communicator Carl Sagan sought to explain the scientific method to laypeople and champion the cause of critical and skeptical thinking. One of his most enduring lessons on how to distinguish valid science from pseudoscience comes in the form of a simple thought experiment: the Dragon in my garage.

This analogy serves as a powerful illustration of one of the core principles of genuine science: the necessity of testability, or falsifiability.

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The Untestable Hypothesis

Sagan sets the scene by making an extraordinary claim to a rational, open-minded visitor: "A fire-breathing dragon lives in my garage".

Naturally, the visitor wants to check this out, hoping to finally provide evidence for the innumerable stories of dragons that have persisted over centuries. They look inside the garage and see a ladder, paint cans, and an old tricycle—but no dragon.

This is where Sagan introduces the special pleading that renders the claim useless:

• Initial Test: The visitor cannot see the creature. Sagan replies that he "neglected to mention that she's an invisible dragon".

• Test for Footprints: The visitor suggests spreading flour on the floor. Sagan counters, "but this dragon floats in the air".

• Test for Fire: The visitor considers using an infrared sensor to detect the invisible fire. Sagan explains that the fire is also heatless.

• Test for Presence: The visitor proposes using spray paint to make the dragon visible. Sagan argues that she is "an incorporeal dragon and the paint won't stick".

Sagan continues to counter every proposed physical test with a special explanation as to why the test will not work.

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The Critical Conclusion: Veridical Worth

By rendering the dragon immune to all potential physical detection, Sagan reveals the philosophical and scientific flaw inherent in the claim. He asks the crucial question:

"Now what's the difference between an invisible, incorporeal, floating dragon who spits heatless fire and no dragon at all?".

The point is this: If there's no way to disprove my contention, no conceivable experiment that would count against it, what does it mean to say that my dragon exists?.

Sagan argues that your inability to invalidate a hypothesis is "not at all the same thing as proving it true". Claims that cannot be tested, assertions immune to disproof are veridically worthless (worthless in terms of truth or reality), regardless of whether they inspire us or excite our sense of wonder.

If you were to accept the dragon’s existence based solely on Sagan's insistence, you are believing "in the absence of evidence, on my say-so". The only logical conclusion the visitor can reach is that something unusual is happening inside the claimant's head.

Science’s Built-in Error Correction

The Dragon in the garage is the foundational concept for one of the key tools within Sagan's famous "baloney detection kit", a set of guidelines for skeptical thinking.

Skeptical thinking allows people to construct, understand, reason, and recognize valid and invalid arguments. Among the nine specific tools provided in the kit, one directly addresses the dragon scenario:

Ask if a given hypothesis can be falsified. Sagan explicitly tells us that if a hypothesis cannot be tested or falsified then it is not worth considering.

Sagan explains that science is not merely a body of knowledge; it is a way of thinking that works better than any other system because it possesses a "built-in error-correcting machine". The dragon analogy perfectly illustrates how an unfalsifiable claim bypasses this correction machine, forcing the listener to accept a conclusion that is entirely unsupported by independent validation.

Meaningful inquiry, whether in a physics lab or a garage, requires the hypothesis to carry the inherent risk of being proven wrong. If a claim is structured to be impossible to disprove, it ceases to be a hypothesis about the real world and becomes merely a belief

Pushpak Vimana and Myths of Flight Across Cultures

2025-08-25T11:47:00.008+05:30

✈️ Pushpak Vimana and Its Parallels: Myths of Flight Across Cultures

🔍 Is Generative AI Biased Against Indian Knowledge Systems (IKS)?

Recently, there have been growing claims that Generative AI tools are biased against Indian Knowledge Systems (IKS). One example often cited is the case of Pushpaka Vimana — the flying chariot mentioned in the Ramayana.

It is true that some AI models like DeepSeek are openly aligned with national interests (for instance, they avoid responses critical of the Chinese government). But when it comes to OpenAI’s ChatGPT, the question is: Is it biased against IKS?

To check this, we can apply a simple test:

If ChatGPT accepts other cultural myths about flying objects (Greek, Mesopotamian, Norse, etc.) as scientific facts while dismissing only the Pushpaka Vimana as myth → that would signal bias.
But if all such flying objects across civilizations are consistently treated as mythical rather than scientific, then it shows ChatGPT is applying a uniform standard, not bias.

👉 In other words, the issue is not whether Pushpaka Vimana is labeled myth, but whether different knowledge traditions are treated with fairness and consistency.

This raises a larger question for us as educators, researchers, and technologists: How do we evaluate Gen AI’s handling of cultural knowledge while ensuring it does not perpetuate epistemic bias?

One of the most fascinating debates around Indian Knowledge Systems (IKS) is the claim that ancient India already had advanced technology. The Pushpak Vimana from the Ramayana is often cited as proof that aircraft existed in antiquity. Modern science, however, calls it a myth.

This raises an important question:
👉 Is GenAI biased against Indian culture when it calls Pushpak Vimana a myth?

The short answer is: No.
GenAI applies the same standard to all cultures—Greek, Norse, Chinese, Mesopotamian. Their flying chariots, ships, and winged devices are also treated as mythological imagination, not as technological fact.

Myths of Flight Across Civilizations

Human beings have always dreamed of flight. Long before aeronautics, our ancestors imagined gods, heroes, and mortals soaring across the skies. Here are some striking parallels to Pushpak Vimana:

🌸 Indian Mythology

Pushpak Vimana – The flying chariot of Kubera, Ravana, and Rama. It could travel anywhere at will. In today’s pseudoscience, it is sometimes interpreted as evidence of advanced aviation.

🇬🇷 Greek Mythology

Helios’ Sun Chariot – The sun god rode a golden chariot pulled by winged horses across the sky.
Pegasus – The winged horse carrying Bellerophon into battle.

Triptolemus’ Winged Chariot – A gift from Demeter to spread agriculture.

Hermes’ Winged Sandals – Magical footwear that allowed the messenger god to fly.

Daedalus and Icarus’ Wings – Crafted from feathers and wax, often interpreted as the closest “technological” myth of aviation.

❄️ Norse Mythology

Skidbladnir – A magical ship of the god Freyr that could fly, sail, and even fold into a pocket.

🐉 Chinese Mythology

Immortals on Dragons and Cranes – Daoist sages traveled through the skies on mythical creatures.

🌍 Mesopotamian Mythology

Celestial Boats of the Gods – Vehicles that carried deities across the heavens like Solar Barque

Science or Myth?

None of these stories—Indian or Greek, Norse or Chinese—meet the modern criteria of scientific evidence.
They are regarded as myths, symbols, or allegories.
For example:
- Pushpak symbolizes divine order and the victory of dharma.
- Daedalus’ wings symbolize human ambition and the dangers of hubris.
- Helios’ chariot symbolizes the cosmic cycle of day and night.

Why This Is Not Bias

Some argue that calling Pushpak Vimana a myth is a Western or GenAI bias against (Indian Knowledge System) IKS. But this is not true.

Equal Treatment Across Cultures – Pushpak is called a myth, but so are Daedalus’ wings, Helios’ chariot, Pegasus, and Freyr’s ship.
No Special Privilege – Greek myths are not upgraded to “technology.” They, too, remain myths.
Shared Human Imagination – These stories reflect a universal human longing for flight—centuries before modern aeronautics.
Cultural Fairness – GenAI is consistent. It does not single out India; it applies the same standard everywhere.

✨ Conclusion

When GenAI calls Pushpak Vimana a myth, it is not dismissing Indian culture. It is recognizing what it does with all world cultures: myths are powerful, symbolic stories of human imagination, not blueprints of ancient engineering.

The lesson here is important—GenAI is not biased against IKS. On the contrary, it places Indian mythology in the same universal category as Greek, Norse, Chinese, and Mesopotamian myths. Far from devaluing them, this comparison highlights the shared creativity of humanity—our timeless dream of taking to the skies.

👉 This perspective not only defends IKS against charges of dismissal but also opens up a global comparative study of mythology. Myths of flight remind us that across cultures, humans looked at the sky and imagined freedom, divinity, and transcendence long before the Wright brothers ever built their aircraft.

🌍 Myths of Flight Across Cultures

🌸 Culture	🚀 Flying Object	✨ Description	🎭 Symbolic Meaning	🔬 Modern Science View
India 🇮🇳	Pushpak Vimana	Aerial chariot of Kubera, Ravana, Rama; self-propelled, traveled at will.	Victory of dharma, cosmic order.	Myth, not proven technology.
Greece 🇬🇷	Helios’ Sun Chariot	Golden chariot pulled by winged horses, carrying the sun.	Cosmic cycle of day/night.	Myth, poetic cosmology.
	Pegasus	Winged horse of Bellerophon.	Heroism, inspiration, freedom.	Myth.
	Daedalus & Icarus’ Wings	Wax-and-feather wings to escape Crete.	Ambition, hubris, human limits.	Myth (closest to “tech”).
	Hermes’ Winged Sandals	Magical sandals that allowed flight.	Speed, divine communication.	Myth.
Norse ❄️	Skidbladnir	Freyr’s ship that could fly, sail, fold up.	Magical craftsmanship, abundance.	Myth.
China 🐉	Immortals’ Dragons & Cranes	Daoist immortals traveled through skies on mythical creatures.	Spiritual transcendence, immortality.	Myth.
Mesopotamia 🌍	Celestial Boats of Gods	Gods sailed the heavens in flying boats.	Divine power, cosmic order.	Myth.

✅ This table makes the comparative argument visible at a glance:
All cultures imagined flight.
All are treated as myth, not “science.”
GenAI applies one consistent standard → hence, no bias against IKS.

Transformative Role of Universities in a Changing World

2025-08-23T17:19:00.001+05:30

The Transformative Role of Universities in a Changing World

This blog is on an orientation address (24 July 2025) by Prof. Dilip Barad for new university students, highlighting the transformative period in education driven by global technological advancements like generative AI and national policy changes such as the National Education Policy. It outlines the historical evolution of universities, tracing their roots from ancient gurukuls and academies to the establishment of the modern university system in the 11th-12th centuries, particularly the University of Bologna. The address then explains the three core principles of a university as enshrined in the 1988 Magna Carta Universitatum: academic freedom in research and teaching, the inseparable link between teaching and research, and the university as a centre for free inquiry and dialogue. Finally, it stresses the importance of evolving teaching methods as students progress to postgraduate studies and introduces new digital resources and platforms, like online e-libraries and the "One Nation One Subscription" scheme, to enhance the quality of research and learning, particularly overcoming language barriers with AI translation tools.

The speech in Hindi can be listened here:

AI-generated video summary:

This Hindi speech was uploaded on Google AI tool notebooklm. This AI tool generated this 5-minute video summary from this 14-minute speech:

AI-generated text summary:

Navigating the Tides of Change: Your University Journey in the 21st Century

Good morning to all students, faculty, and dignitaries! We stand at a pivotal moment, a "very good morning" indeed, as we embark on a discussion about the university's crucial role in education. The world, our nation, and even our state are experiencing a powerful "wind of change".

A World in Flux: Embracing Paradox

Globally, we are witnessing the climax of technological innovation, particularly with Generative AI and Artificial Intelligence. The speaker ponders how this will reshape our education and lives – whether it will "disrupt, destroy, or give a good shape" to them remains to be seen. Nationally, we are in the fifth year of implementing the National Education Policy (NEP), grappling with its spirit and application across all levels of education. At the state level, new Common Acts and Statutes for Public Universities are bringing their own set of challenges and experiences.

This era of profound change echoes the sentiments of great literary figures. Like Wordsworth's reflections on the French Revolution – "to be alive in that dawn was bliss, but to be young was heaven" – we find ourselves in an exhilarating, yet uncertain, time. Charles Dickens' opening lines from A Tale of Two Cities perfectly summarize our current state:

• "It was the best of times, it was the worst of times..."

• "It was the age of wisdom, it was the age of foolishness..."

• "It was the season of Light, it was the season of Darkness..."

We truly have "everything before us, we had nothing before us". In this paradoxical landscape, understanding the essence of a university is more vital than ever.

The Enduring Spirit of Universities: From Ancient Gurukuls to Modern Academia

The concept of organized learning is ancient, with the Gurukul system in India and Plato's Academy and Aristotle's Lyceum in Greece. Later, institutions like Nalanda, Taxila, and Vallabhi Universities flourished in India, primarily focusing on Buddhist philosophy, alongside mathematics and science.

However, the modern university as we know it emerged in the 11th and 12th centuries with the founding of the University of Bologna in Italy. A critical development in the mid-12th century (1155-88) was the inclusion of Academic Freedom in its charter.

Fast forward to 1988; to celebrate Bologna's 900th anniversary, the Magna Carta Universitatum was adopted. This charter reaffirms the fundamental values of a university. Many prestigious Indian universities, including Banaras Hindu University, JNU, University of Kolkata, University of Delhi, University of Mumbai, Visva-Bharati, Anna University, Kurukshetra University, and Punjab University, along with Gujarat's Maharaja Sayajirao University, have signed this Magna Carta.

The Magna Carta Universitatum outlines three core principles that should guide every university:

1. Freedom: Research and teaching must be intellectually and morally independent of political influence and economic interests.

2. Inseparable Link between Teaching and Research: These two aspects cannot be separated. Students are encouraged to become active participants in the pursuit and deepening of knowledge. When you join a university after graduation, you transcend being merely a "student" to become a "scholar," actively engaging in research.

3. Centre for Free Inquiry and Dialogue: Universities are places for open investigation and debate, characterized by a spirit of openness to dialogue and a rejection of intolerance.

These three principles form the enduring vision of a university that we strive to uphold.

The NEP's Vision: Evolving Teachers for Evolving Minds

The National Education Policy (NEP) is designed with a specific "spirit" in mind: teachers should change as students progress through different educational stages. This is because teachers develop a specific mindset tailored to the age group they teach. Just as a primary school teacher might not be suitable for high school, or an 11th/12th-grade teacher for a college, the NEP advocates for a change in teachers when students move from undergraduate to postgraduate and research (PhD) programmes.

This transition is crucial because at the postgraduate and research levels, students are expected to become scholars, embracing both research and teaching simultaneously. If teachers remain the same, students might not be able to develop new perspectives or break free from undergraduate learning patterns. The university's postgraduate and PhD programmes are the "peak of the pyramid" in our education system, a place for advanced learning and scholarly pursuit.

Unlocking Knowledge in the Digital Age: Resources at Your Fingertips

While we acknowledge potential limitations in infrastructure or the need for international-level facilities, the current global technological era is opening new doors, particularly through online and virtual platforms. Your university is committed to providing access to unparalleled resources:

• Online E-Library Access: If you've opened a library account, you should have received an email granting access to the university's online e-library application. This platform provides free access to thousands of articles from JSTOR journals, a subscription that is otherwise very costly for individuals and even institutions. The aim is to encourage you to rely on quality journal articles over guidebooks or "cheap study material".

• Breaking Language Barriers with Generative AI: For those who find English a barrier, the excuse is now obsolete. Generative AI (like ChatGPT or Gemini) can instantly translate any English article into Gujarati (or other languages) within minutes. This advanced machine translation is far superior to older versions, eliminating linguistic limitations in your pursuit of knowledge.

• One Nation One Subscription (ONeS): Beyond what the university subscribes to, the Indian government has launched the ONeS.gov.in scheme. This initiative provides free access to a vast array of high-quality journals. To access this, you must use the university's network—be it in the library or your department—ensuring you utilize this quality material for your teaching and research.

In choosing this university, you have made a significant decision, and we are grateful for your trust. We are committed to making your two-year journey excellent, filled with quality education, research opportunities, and lifelong memories.

Thank you, and welcome to this exciting phase of your academic life!

AI-generated mind map:

Uncomfortable Truth Hindu Nationalism

2025-08-16T23:34:00.004+05:30

The Uncomfortable Truth: How Well-Intentioned Ideas May Have Paved the Way for Hindu Nationalism

What if I told you that the intellectual framework for the Hindu rashtra—the very ideas that underpin its current rise—weren't solely built by those in saffron robes and khaki shorts?

What if, for decades, some of India's most celebrated, radical, and progressive intellectuals, in their noble quest to decolonize the Indian mind, inadvertently sharpened the very knives now being used to wound the Indian republic?

This is the difficult, uncomfortable, yet profoundly important argument laid out with devastating clarity by scholar Meera Nanda in her latest book, Postcolonial Theory and the Making of Hindu Nationalism. It's a crucial point to grasp because an idea that originates in a university seminar doesn't simply remain there; it travels from academic journals to political rallies and ultimately influences the laws that govern our lives. This is the story of how seemingly well-intentioned academic theories became strange bedfellows with political forces, contributing in five crucial ways to the current landscape.

1. Turning Criticism into Treason: The "Mental Slavery" Mantra

The academic theory initially sounded radical and even noble. For years, influential postcolonial thinkers, such as Ashish Nandi in his book The Intimate Enemy and Parachhati, argued that the gravest crime of colonialism wasn't just the theft of resources but the "colonization of the mind". They posited that Western ideas – concepts like science, rationality, secularism, and the rule of law – constituted a "mental cage". To think within these frameworks, they argued, was to be a "pathetic copy," suffering from "mental slavery".

Does that phrase, "mental slavery" (Gulami Ki Maansikta), ring a bell? It should, because it has now become the official ideology of the Indian state. The Prime Minister himself frequently speaks of shedding this "slave mentality," dishonestly lumping centuries of Mughal rule with the British Raj as "1200 years of slavery". This very premise forms the backbone of massively popular books like J Saiak's India That Is Bhat, which openly calls for the tearing up of the Indian constitution on the grounds that it is merely a "colonial document".

The connection is direct and chilling: the postcolonial left provided the Hindu right with both the intellectual framework and the moral legitimacy for their project. They made it fashionable to view universal ideas as "foreign poison". Consequently, when you now defend scientific temper, you're not just engaging in policy debate; you're branded a "Macaulay putra" – a child of the coloniser. When you advocate for secularism, you're not upholding the constitution; you're accused of possessing a "slave mentality". This weaponisation of an academic critique has transformed genuine dissent into accusations of treason, shifting the battleground from reasoned debate to identity-based denunciation.

2. Making Science Just Another Belief System: The Relativisation of Truth

Another powerful academic idea that took root was the notion that modern science is not a universal truth. Influential figures like Wandana Shiva and Claude Alvarez argued that science was merely an "ethnoscience," specifically that of the "Christian West". They claimed its objectivity was a myth, and therefore, it was arrogant to judge traditional Indian knowledge systems, such as astrology or ritual healing, by the standards of modern science. Their core assertion was that "all knowledge systems... are equal".

The result of this relativisation of truth has been, as the video states, an "absolute carnival of absurdity promoted by the state itself". We've seen preposterous claims at the Indian Science Congress that ancient Indians flew airplanes. The Ayush ministry, flush with public money, makes dangerous and unsubstantiated claims about curing everything from COVID-19 to cancer. Even "Vedic mathematics" – a collection of calculation tricks that are neither genuinely Vedic nor truly mathematics – is now being pushed in schools, packaged as ancient wisdom.

The logic is simple and insidious: if science is just one Western way of knowing things, then "who's to say that Vic science isn't the Indian way?". By flattening the intellectual landscape and stripping away the authority of universal truth, these intellectuals created an intellectual vacuum. Into this vacuum, "state-backed superstition [has come] marching proudly under the flag of decolonization".

3. Attacking Secularism as a Foreign Disease: Undermining a Foundational Principle

For decades, brilliant minds like Tian Madan and Ashish Nandi told us that secularism was an "alien concept to India," a European construct stemming from the historical struggle between the church and the state. India, they contended, possessed its "own natural authentic way of being tolerant".

This sophisticated academic critique has provided a ready intellectual source for the crude political jibe of "pseudocularism" that we hear so often today. The Hindu right doesn't claim to be against secularism; instead, they declare themselves to be for "true secularism that respects the faith of the Hindu majority". This exact logic was invoked to justify the controversial Citizenship Amendment Act. New intellectual warriors of the right, from Rajiv Malhotra to the Kent school, have eagerly amplified this very argument: that secularism is a "Christian idea unfit for a dharmic land".

But let's be honest about this "natural tolerance" of the past. What was it, truly? Often, it was the "tolerance of the cast system" – communities living separately and unequally, governed by "brutal divinely ordained rules of purity and pollution". It was decidedly not a tolerance between free and equal citizens. The secular state, despite its flaws, holds the profound promise that an individual possesses rights against the so-called mob. By branding this vital promise as foreign, these intellectual critiques have severely "weaken[ed] the very wall that was meant to protect" individual liberties.

4. Romanticising the "Pure God-Loving Common Man": Fueling Populist Poison

Another academic theory involved the idealisation of the "subaltern" – the ordinary, non-elite Indian – as a "reservoir of pure authentic tradition". The historian Deep Chakraarti, in his hugely influential work Provincializing Europe, even urged us to accept the supernatural beliefs of the people – their gods and spirits – not merely as metaphors, but as reality itself. Their religiosity, in this framework, was cast as a "noble resistance against the cold modern state".

This intellectual romanticisation perfectly mirrors the populist poison disseminated by the Hindu right today. They claim to be the "sole voice of the pure people, the simple god-fearing Hindu, against a corrupt English-speaking dassinated elite". This narrative is the very "engine driving the entire temple movement," from Ayodhya to Kashi. The underlying argument is clear: the "faith of the people must crush the facts of law and history".

In their championing of this "authentic faith," its intellectual proponents conveniently ignored its darker side. They overlooked the "iron cage of cast, the subjugation of women, the violence of superstition". They inadvertently created a false choice: "you are either with the people and their faith or you are a westernized enemy". The Hindu right simply walked into this intellectually prepared space and declared, "we are the people, we are the faith".

The Chilling Warning: A Weimar Analogy

This brings us to a final, chilling warning. Scholar Miraandanda draws a comparison that should make us all pause: she argues that the intellectual climate in India today mirrors that of the Weimar Republic in Germany during the 1920s. There, too, brilliant "conservative revolutionaries" – philosophers like Heidegger and jurists like KL Schmidt – despised liberal democracy. They "launched a total war on reason and science in the name of an authentic German culture". Their intellectual revolt against the Enlightenment, however, did not create the romantic utopia they envisioned. Instead, it "created an atmosphere of anti-rationalism and contempt for democracy that prepared the ground... for the Nazis to seize power".

The ultimate warning is not that these left intellectuals are fascists; that is a crude and false claim. The true danger lies in the fact that their ideas, "when pursued without a vigilant sense of the political consequences," can create a "wasteland where only monsters can thrive".

What Are We, the Citizens, Supposed to Do?

We are supposed to think. To defend reason is not to be a slave to the West; it is to be an heir to India's own magnificent traditions of dissent, from the Buddha and the Lokayatas to Foolkar, who dared to question the gods of their time. To defend secularism is not to be "dassinated"; it is to defend the one principle that allows a nation of a billion and a half people, of every faith and no faith, to live together as equals under the law.

The struggle against communal fascism demands more, not less, of the critical thinking and unflinching, evidence-based reason that these fashionable theories sought to discard. The architecture of our republic, battered as it may be, is the only shelter we have. To help tear it down in the name of an imaginary pure past is to invite a truly dark future.

One must think, and think with rigor. That is the only way.

NEP@5 - Beyond Tokenism

2025-07-30T00:34:00.001+05:30

NEP@5—Beyond Tokenism: Pedagogical and Structural Strategies for Effective NEP 2020 Execution

DOI: 10.13140/RG.2.2.17803.60966

ABSTRACT

Five years into the implementation of the National Education Policy 2020, Indian higher education institutions continue to grapple with the practical challenges of translating its vision into actionable pedagogy. This paper critically examines gaps in implementation, specifically the lack of NEP-based schooling before undergraduate admissions, the over-reliance on MOOCs for interdisciplinary learning, and unresolved issues with employment frameworks. A cluster model integrating constituent colleges and postgraduate departments is proposed to enable authentic interdisciplinary learning. The paper also highlights the need to reconceptualize interdisciplinarity through thematic, problem-based, and team-taught courses.

Keywords: NEP 2020, Interdisciplinary Education, Higher Education Reform, Cluster Model, Teacher Training

1. INTRODUCTION

The National Education Policy 2020 (NEP 2020) aims to transform India's education system by encouraging flexibility, holistic and multidisciplinary education, and skill development (MHRD, 2020). Five years after its adoption, it is imperative to reflect on its implementation trajectory and identify areas that require recalibration. While NEP 2020 has begun to reshape undergraduate programmes across several universities, the school education system (Classes 9 to 12) remains largely unreformed. This misalignment creates a significant pedagogical and systemic gap, which poses challenges in fulfilling the policy’s holistic vision.

This paper explores the implications of these gaps and offers a cluster-based model for institutional collaboration to implement the interdisciplinary mandates of NEP 2020 meaningfully. It also critiques the current practices of multidisciplinary education, suggesting a thematic and integrated framework as an alternative.

Click here to read entire write-up

Arab Scholars and European Renaissance

2025-07-23T01:21:00.005+05:30

🕌 How Arab Scholars Shaped the European Renaissance: A Historical Retrospective

The European Renaissance, often portrayed as a rediscovery of Greek and Roman knowledge, was deeply rooted in the intellectual and scientific traditions of the Islamic world. Between the 8th and 14th centuries, during what historians call the Islamic Golden Age, Arab and Muslim scholars not only preserved classical knowledge but also expanded upon it, making original contributions in fields as diverse as mathematics, astronomy, medicine, optics, and philosophy. This blog post examines the verified impact of Arabic scientific and philosophical advances on the Renaissance and explains how this knowledge reached and transformed Europe.

🏛️ 1. Preservation & Transmission of Classical Knowledge

During the Islamic Golden Age, scholars translated works by Greek, Indian, and Persian thinkers—such as Aristotle, Euclid, Ptolemy, Galen, and Brahmagupta—into Arabic. This vast intellectual effort was centered in places like Baghdad’s House of Wisdom. These Arabic texts later reached Europe via Spain (Toledo) and Sicily, where they were translated into Latin and incorporated into Christian universities, triggering a wave of intellectual revival during the 12th century Renaissance.

🔗 Read more

🧮 2. Mathematics & Numeral Systems

Al-Khwarizmi, a Persian polymath in Baghdad, authored Kitab al-Jabr wa’l-Muqabala, laying the foundations of algebra. The term algebra itself comes from al-jabr, and his Latinized name gave rise to the term algorithm.
He also promoted the Hindu-Arabic numeral system, introducing the concept of zero to Europe, which revolutionized computation.
Scholars like Al-Jayyani advanced spherical trigonometry, used in astronomy and navigation.

🔗 Read more

🔗 Ibn Muʿādh al-Jayyānī – Wikipedia

🌌 3. Astronomy & Celestial Models

Al-Battānī (Albategnius) made accurate calculations of the solar year and refined planetary motion models. His astronomical tables were used by Copernicus and others.
Ibn Yunus developed the Zij al-Kabir al-Hakimi, one of the most accurate pre-modern astronomical tables.
Ibn al-Shatir reformed Ptolemaic models with geometric mechanisms that anticipated Copernicus's heliocentric system, including the use of the Tusi-couple.

🔗 Al-Battani – Wikipedia
🔗 Ibn Yunus – Wikipedia
🔗 Ibn al-Shatir – Wikipedia

🔭 4. Optics & Early Scientific Method

Ibn al-Haytham (Alhazen), often credited as a precursor of the scientific method, authored Kitab al-Manazir (Book of Optics). He argued that light enters the eye from external sources (opposing the earlier Greek theory of emission) and used experimental design to test his hypotheses.
His influence can be seen in the works of Roger Bacon, Kepler, Witelo, and Descartes.

🔗 Ibn al-Haytham – Wikipedia

⚕️ 5. Medicine & Medical Knowledge

Avicenna (Ibn Sina) wrote The Canon of Medicine, a five-volume encyclopedia that remained the standard European medical text until the 17th century. He recognized contagion, pharmacology, and psychosomatic illness centuries before modern theories.
Al-Razi (Rhazes) distinguished smallpox from measles and emphasized clinical observation and experimental medicine.
Islamic physicians also pioneered surgical instruments, hospitals, and quarantine methods.

🔗 Avicenna: The Persian Polymath – Time Magazine
🔗 Golden Age of Islamic Medicine – Muslim in History and The Golden Age of Arab Islamic Medicine

📚 6. Philosophy & Scholastic Influence

Averroes (Ibn Rushd) reinterpreted Aristotle and became known in Europe as The Commentator. His works helped shape European Scholasticism, particularly the philosophy of Thomas Aquinas.
Thinkers like Avicenna, Al-Farabi, and Al-Ghazali fused Greek logic with Islamic theology, paving the way for rational inquiry and early Renaissance humanism.

🔗 Islamic Knowledge and the Renaissance – Curialo

🏫 7. Institutions & Intellectual Infrastructure

The House of Wisdom in Baghdad was a multicultural research center where Muslims, Christians, and Jews collaborated.
Al-Andalus (Muslim Spain) was a cultural and scientific hub; cities like Córdoba and Toledo fostered religious coexistence and knowledge transfer.
Translation efforts in Toledo, led by figures such as Gerard of Cremona, translated Arabic texts into Latin, igniting academic progress across Europe.

🔗 The Islamic Renaissance – Rationalia
🔗 Islamic Golden Age – BeeZone

🧾 Summary Table

📚 Field	🧠 Key Contributors	🧪 Contributions to Europe
Mathematics	Al-Khwarizmi, Al-Jayyani	Algebra, numerals, trigonometry, algorithms
Astronomy	Al-Battani, Ibn Yunus, Ibn al-Shatir	Accurate tables, planetary models
Optics	Ibn al-Haytham	Scientific method, vision theory, experimental design
Medicine	Avicenna, Al-Razi	Medical texts, diagnostics, hospitals, pharmaceuticals
Philosophy	Averroes, Avicenna, Al-Farabi	Rationalism, Aristotle’s revival, Scholasticism
Knowledge Transfer	House of Wisdom, Toledo School	Latin translations, interfaith collaboration

📚 References

“Al-Battani.” Wikipedia, https://en.wikipedia.org/wiki/Al-Battani .
“Ibn Yunus.” Wikipedia, https://en.wikipedia.org/wiki/Ibn_Yunus.
“Ibn al-Shatir.” Wikipedia, https://en.wikipedia.org/wiki/Ibn_al-Shatir.
“Ibn al-Haytham.” Wikipedia, https://en.wikipedia.org/wiki/Ibn_al-Haytham.
“Al-Khwarizmi.” Wikipedia, https://en.wikipedia.org/wiki/Muhammad_ibn_Musa_al-Khwarizmi.
“Ibn Muʿādh al-Jayyānī.” Wikipedia, https://en.wikipedia.org/wiki/Ibn_Mu%27adh_al-Jayyani.
“Avicenna, or Ibn Sina.” Time, 7 Aug. 2018, https://time.com/5359483/google-doodle-avicenna-ib-sina/.
“Golden Age of Islam.” Muslim in History, https://musliminhistory.com/golden-age-of-islam.
“The Islamic Renaissance.” Rationalia, https://www.rationalia.in/am_ET/blog/philosophy-3/the-islamic-renaissance-25.
“Islamic Golden Age.” BeeZone, https://beezone.com/bee/the-islamic-golden-age.html.
“How Islamic Knowledge Sparked the European Renaissance.” Curialo, https://curialo.com/how-islamic-knowledge-sparked-the-european-renaissance/.
Risoi Bakhromzod. “Legacy of Avicenna in Astronomy.” arXiv, 23 May 2025, https://arxiv.org/abs/2505.18219.
Heydari-Malayeri, M. “The Persian-Toledan Astronomical Connection and the European Renaissance.” arXiv, 2007, https://arxiv.org/abs/0711.1692.

📌 Endnote

This blog post was developed with the assistance of ChatGPT (2025 version), an advanced AI model by OpenAI, which enabled comprehensive cross-verification of historical data, factual refinement, and MLA-style referencing. The research direction, prompt design, and thematic focus were conceptualized and curated by Prof. Dilip Barad, drawing from his academic expertise in English Studies, digital pedagogy, and the history of knowledge transmission. The integration of AI and scholarly intent demonstrates the productive synergy between human intellect and generative tools in educational writing.