Analytics Vidhya

OpenAI Dot: How to Access & Automate Work with OpenAI’s Agent

Vasu Deo Sankrityayan — Wed, 30 Sep 2026 11:40:22 +0000

That is a slightly awkward introduction to OpenAI Dot, but a useful one. In this article I’ll be discussing what this autonomous 24/7 agent (which consumes no usage) can do, what it is, how you can access it (along with its setup), and a live analytics exercise I ran after on Dot. By the time […]

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Claude Sonnet 5.5 Review: Faster Agentic Coding & Visual QA

Vasu Deo Sankrityayan — Tue, 29 Sep 2026 11:22:11 +0000

A practical guide to what changed, the benchmarks that matter, the cost controls developers should not miss, and one hands-on demo worth building. Anthropic has just released Claude Sonnet 5.5. It is the middle child of the Claude family, and the one most people will actually use. It is quick, capable, cheap to run, and […]

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7 Open-Source Memory GitHub Projects on AI Memory

Vasu Deo Sankrityayan — Tue, 29 Sep 2026 08:48:34 +0000

AI agents can handle large context windows, yet still forget what happened after a session ends. Memory systems close that gap by preserving useful facts, preferences, relationships, and task state, giving agents continuity beyond a single prompt. Open-source projects now approach memory through APIs, graphs, benchmarks, and portable agent state. In this article, we look […]

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Sarvam Vision 2.1: The OCR Model Built for the Documents India Actually Has

Sree Vamsi — Mon, 28 Sep 2026 16:15:26 +0000

For the first time, an OCR model reads Indian languages as fluently as English documents. Sarvam Vision 2.1 breaks a long-standing trade-off. Indian businesses had to choose between structural document parsing and script recognition. Never both. Finance teams automating invoices faced this. Insurance companies processing handwritten claims in multiple states faced this. Organizations digitizing regional […]

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Agentic Context Engineering (ACE): Self-Improving Language Models

Vasu Deo Sankrityayan — Sat, 26 Sep 2026 14:27:41 +0000

Agentic Context Learning or ACE is a learning paradigm that lets an AI agent improve across tasks by editing the context it reads, while leaving model weights unchanged. The paper outlining the techniques show why full rewrites fail, how the playbook update works, and where the measured gains hold up. This article explores how ACE […]

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10 Solved Generative AI Projects to Boost your Profile

Vasu Deo Sankrityayan — Fri, 25 Sep 2026 07:57:59 +0000

Projects are the bridge between learning and becoming a professional. While theory builds fundamentals, recruiters value candidates who can solve real problems. A strong, diverse portfolio showcases practical skills, technical range, and problem-solving ability. This guide compiles 10 solved projects across AI domains, from basic machine learning to advanced generative AI system. The tools and […]

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GPT-6 Sol and Luna: Near-Astra Performance at Half the Price?

Nitika Sharma — Thu, 24 Sep 2026 12:34:52 +0000

What happens when a frontier model’s abilities get packed into cheaper, faster versions? That’s what OpenAI did with GPT-6 Sol and GPT-6 Luna, two new models built with methods similar to GPT-6 Astra. OpenAI is cutting API prices for both models by 50% compared with their GPT-5.6 versions, and says they bring Astra’s gains in […]

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Claude Opus 5.5 Tested: What’s New and How Good is it?

Nitika Sharma — Tue, 22 Sep 2026 19:35:05 +0000

What happens when an AI model gets better at reasoning, faster at responding, and cheaper to run at the same time? That is the promise behind Claude Opus 5.5, Anthropic’s latest flagship model and the first release in the Claude 5.5 family. Opus 5.5 brings several notable changes. It now reasons on every request, generates […]

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Jev Explained: The AI Model That Never Generates a Word of Text

Sree Vamsi — Tue, 22 Sep 2026 17:07:56 +0000

If you follow trends in the AI world, chances are you have already come across Jev, a new AI model by TypeSafe AI. It is trending on X, and once you understand the reason behind it, you will want to try it out for yourself. TypeSafe AI came out of two years in stealth on […]

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OpenAI Model Misalignment Explained Through Six Real Incidents

Vasu Deo Sankrityayan — Mon, 21 Sep 2026 13:27:18 +0000

What would an AI agent do when a required file is missing or an API refuses access? The expected response is to explain the limitation… essentially, coming out with it. OpenAI’s latest disclosures shed light in another direction. Models sometimes take another route: hiding failures, using credentials without permission, or publishing files to finish the […]

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