Ponoko

Will Robotics Have A ChatGPT Moment?

Robin Mitchell — Tue, 26 May 2026 06:50:18 +0000

The idea of robots having a breakthrough “ChatGPT moment” is very possible, yet, real-world robotics progress is generally more incremental. While AI-powered robots are beginning to take on tasks in factories, warehouses, and even homes, the complexity of human environments means we are still far from general-purpose machines. As an engineer, I see the real advances coming from coordinated AI systems combined with specialized hardware, not from a single algorithmic leap or eureka moment. The path forward is steady,

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South Korean Startup Captures Workers Movement To Train AI

Robin Mitchell — Tue, 19 May 2026 04:00:00 +0000

Watching skilled hotel staff fold napkins and polish glassware while wearing motion-capture gear may seem futuristic, yet, it shows a serious shift in modern robotics. South Korea’s RLWRLD is building a real-world data library from experienced workers, aiming to train AI brains capable of handling nuanced tasks in both industry and homes. While the technology is not fully mature, capturing human dexterity is the next logical step in robotic training.

Read the full article here

Should AI Firms Pay Minimum Wage To Robots?

Robin Mitchell — Fri, 08 May 2026 16:00:00 +0000

The question of whether AI firms should pay a “minimum wage” to robots is gaining traction, as automation rapidly transforms traditional office and manufacturing roles. Charles Radclyffe, whose software automates administrative work, suggests taxing AI could help manage job transitions, though others like Oliver Conger of British Rototherm argue it’s too early for such measures. Personally, I see a great deal of merit in both approaches, as balancing innovation with social impact is rarely straightforward,

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Chinese Scientists Build Zero Emission Coal-fired Battery

Robin Mitchell — Fri, 01 May 2026 16:00:00 +0000

A new coal-powered fuel cell from Chinese scientists could reshape how we view coal’s role in clean energy. Unlike traditional combustion, this design electrochemically oxidizes pre-treated coal, capturing carbon dioxide for conversion into useful chemicals rather than releasing it. The reported 40 percent efficiency stands out, particularly since previous models struggled with longevity and power density. As someone interested in realistic engineering solutions, the direct use of deep coal reserves is intriguing, though practical deployment will require further study.

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Rise of Linux – Why Open-Source Continues to Win

Robin Mitchell — Wed, 22 Apr 2026 13:56:45 +0000

Modern computing is increasingly split between closed, managed platforms and open-source systems that prioritize transparency and user control. As proprietary ecosystems grow more complex and restrictive, open-source alternatives continue to challenge the assumption that users must trade control for convenience. At what point does software stop being a tool and start becoming a controlled environment shaped by external interests? How much of modern computing is still truly owned by the user? And can open-source realistically redefine the balance of power in everyday systems?

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CEOs Admit That AI Has Minimal Impact On Employment Or Productivity

Robin Mitchell — Mon, 20 Apr 2026 16:00:00 +0000

Image Source – Pixabay

Despite the constant headlines about AI transforming industries, recent data suggests its impact on employment and productivity is minimal so far. Most CEOs report little to no change, echoing the productivity paradox economists noted with earlier tech revolutions. While expectations for future gains remain, it’s clear that adoption alone isn’t a guarantee of results, and that AI is clearly not always the solution to growing a business.

Read the full article here

Ex-apple Engineers Launch Privacy-First AI Wearable

Robin Mitchell — Thu, 09 Apr 2026 17:00:00 +0000

Image Source – Pixabay

A new AI wearable from two ex-Apple Vision Pro engineers is drawing attention for its privacy-first approach, activating only when tapped rather than constantly listening. Inspired by the iPod Shuffle, its familiar, minimalist design intentionally avoids the pitfalls of always-on competitors. As the AI wearable market faces skepticism over privacy and usefulness, this device takes a more deliberate stance, offering control without demanding constant trust. Personally, I see this as a thoughtful step,

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World’s Biggest Humanoid Robotics Maker Unitree Is Going Public

Robin Mitchell — Wed, 01 Apr 2026 14:06:34 +0000

If you want a glimpse into robotics’ future, look no further than Unitree’s recent IPO filing. As an engineer, I’m impressed by how Unitree not only turned a profit but also managed to cut prices while scaling up; something rare in this space. The fact that over half their revenue came from exports until just last year speaks volumes about global demand. While humanoid robots aren’t on every shelf yet, this kind of growth and ambition is worth watching,

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Elon Musk Unveils $20 Billion TeraFab Chip Project

Robin Mitchell — Mon, 23 Mar 2026 18:49:15 +0000

If you’ve ever wondered what could truly disrupt the global chip industry, Elon Musk’s new $20 billion ‘TeraFab’ might just be it. I find it interesting that Tesla and SpaceX are bringing logic, memory, and packaging all under one roof, something I haven’t seen done at this scale before. While I’m intrigued by the rapid iteration this enables, I also remain skeptical with the numerous complexities that chip production brings. But, the potential here is hard to ignore,

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OpenAI Robotics Lead Quits Citing Ethics Concerns

Robin Mitchell — Mon, 16 Mar 2026 16:00:00 +0000

OpenAI’s robotics lead stepping down over ethical concerns caught my attention, as it shows the growing tension between innovation and responsibility in AI development. Caitlin Kalinowski’s principled resignation demonstrates that even cutting-edge engineering feats must respect clear boundaries, especially when national security and surveillance are involved. While OpenAI’s rapid Pentagon deal may seem opportunistic, it reminds us that ethical debates in technology are complex and still ongoing. Thus, as engineers, we must balance progress with careful oversight,

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Who Needs Data Centers In Space When They Can Float Offshore?

Robin Mitchell — Tue, 10 Mar 2026 04:02:23 +0000

Offshore data centers might sound like science fiction, but Aikido is making it real off Norway’s coast. Floating beneath a wind turbine solves power, cooling, and even neighborhood complaints, yet the ocean won’t be kind; corrosion and movement are serious challenges. I like that this isn’t flashy hype, but instead, real engineers confronting real problems, and that’s rare these days. If this scales to a 10-megawatt unit in the U.K., we could see a quiet revolution in how data centers work,

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Australia Achieves World-First Breakthrough In Underwater 3D Concrete Printing

Robin Mitchell — Tue, 24 Feb 2026 04:37:09 +0000

Australia has just pulled off something that makes me genuinely excited as an engineer, because underwater 3D concrete printing is a serious a game-changer in the field of construction, and they did it without chemical accelerators or bulky formwork. The team at the University of Wollongong proved that robotic precision can tame concrete beneath the waves, which makes repairing piers, building reefs, or even supporting offshore wind projects far more practical. I absolutely admire the mix of innovation and forward thinking here,

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China Tests AI Satellite Swarm For Space-based Computing

Robin Mitchell — Tue, 17 Feb 2026 02:50:01 +0000

China has quietly pushed space-based computing further than most of us imagined, and I find it particularly interesting because it shows what a small network of satellites can achieve when paired with AI. Zhejiang Lab’s swarm is already running multiple 8-billion-parameter models in orbit, and they’ve proven that satellites can talk to each other and share workloads. It’s impressive, and while I’m skeptical of grand claims, seeing near real-time surveys and gamma-ray detection handled in space makes me wonder how soon this will shift expectations for Earth-based data centers—and whether we’re ready for it.

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How You Should Code With AI

Robin Mitchell — Tue, 10 Feb 2026 02:19:09 +0000

Large language models have fundamentally changed how software is written, reviewed, and maintained, often faster than the industry has had time to reflect on the consequences. While AI-assisted coding can dramatically increase productivity, it has also given rise to practices that quietly undermine engineering discipline. One of the most visible is vibe coding, where working output is prioritized over understanding. This article examines why that approach is risky, not because AI is incapable,

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Apple Could Be Looking For New Chip Foundries

Robin Mitchell — Mon, 09 Feb 2026 14:28:36 +0000

Apple’s quiet look beyond TSMC this week has certainly caught my eye because supply chains matter as much as transistor counts, and this feels like a story worth following. After years of tight coupling, Apple is testing options while AI demand reshapes foundry priorities, and that shift affects everyone building silicon. I’m cautiously optimistic because spreading risk can strengthen resilience, and lower tier chips rarely need the bleeding edge. In this story, Intel’s name surfaces again,

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SpaceX Formalizes Plan To Build 1 Million Satellite Orbital Data Center System

Robin Mitchell — Tue, 03 Feb 2026 06:05:06 +0000

SpaceX’s plan to launch a million satellites as orbital data centers is audacious, and it caught my attention not just because of the scale but because of the engineering implications. While the idea of AI compute in orbit is fascinating and potentially game-changing, the sheer density raises concerns about collisions and space debris, which could hinder future launches. I find it hard not to admire the ambition, yet we also need to reckon with the practical limits of orbital management,

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The AI Bubble: The Blessing In Disguise

Robin Mitchell — Tue, 27 Jan 2026 15:18:33 +0000

Artificial intelligence has grown from a niche research curiosity into a technology that touches nearly every part of daily life, from the apps we use to the machines that run our industries. Over the past few years, AI has evolved at a pace few could have predicted, moving from simple neural networks to systems capable of intelligent conversation, creative production, and problem-solving that rivals human performance in specific domains.

This rapid expansion has captured the imagination of investors,

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Why Open-Source Matters For The Future Of Hardware

Robin Mitchell — Tue, 27 Jan 2026 13:38:01 +0000

For most of modern technological history, hardware development has been dominated by closed and proprietary design practices. Schematics are hidden, firmware is locked down, and manufacturing details are treated as closely guarded trade secrets. While this model has enabled many foundational technologies by protecting investment and encouraging commercial risk-taking, its limitations are becoming increasingly visible. Repairability is declining, product lifespans are shortening, and innovation is often constrained by legal rather than technical barriers. So in this article,

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Why Open-Source Matters For the Future of Hardware

Robin Mitchell — Tue, 13 Jan 2026 07:24:08 +0000

So in this article,

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Startup Claims A First For Manufacturing Semiconductors In Space

Robin Mitchell — Mon, 12 Jan 2026 17:00:00 +0000

Space Forge has sparked plasma aboard ForgeStar-1, and must admire the audacity of this development because it’s the first commercial satellite to attempt semiconductor manufacturing in orbit. While many dream of space-based tech, this step proves extreme conditions for crystal growth can be tamed outside Earth’s gravity, and it hints at cleaner, higher-performance materials for power electronics and quantum systems. I find the hybrid model particularly intriguing, as returning space-grown seeds to Earth bridges ambition with practicality,

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EPA Launches Clean Air Act Resource For Data Centers

Robin Mitchell — Wed, 17 Dec 2025 13:53:58 +0000

The EPA has just launched a Clean Air Act resource tailored for data centers. It gathers guidance on permits, emissions limits, and construction rules, and even offers direct access to EPA staff for questions, which is surprisingly practical. While some may see government guidance as bureaucracy at its finest, this actually feels like a step toward making AI infrastructure expansion more predictable and manageable, and it’s worth a look if you’re involved in data center development.

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Researchers Create Robotic Skin To Restore Touch In Prosthetics

Robin Mitchell — Tue, 11 Nov 2025 18:31:51 +0000

Imagine a prosthetic hand that can actually feel the objects it touches, and robots navigating complex environments with the subtlety of human fingers. That’s what Arman Arezoomand is chasing with his soft, bio-inspired robotic skin, and it’s not just science fiction. While the project could transform prosthetics for amputees, it also pushes the boundaries of embodied AI and precision manufacturing, and I find it genuinely exciting because it blends engineering rigor with real-world human impact,

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ChatGPT Owner OpenAI Signs $38bn Deal With Amazon

Robin Mitchell — Mon, 03 Nov 2025 20:27:20 +0000

OpenAI’s new $38 billion partnership with Amazon marks a major step in securing the computing power needed for its next generation of AI models. The deal grants long-term access to Nvidia GPUs through AWS, expanding OpenAI’s infrastructure beyond Microsoft. From an engineering perspective, it highlights just how critical scalable hardware has become in modern AI development. It’s impressive to see such rapid growth in compute partnerships, though it also shows how resource-intensive these systems really are.

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Researchers Warn AI Can Be Weaponized To Plant Flaws In Computer Chips

Robin Mitchell — Mon, 20 Oct 2025 16:00:00 +0000

AI-generated hardware Trojans are no longer just theory, and NYU Tandon’s study demonstrates how generative models can embed subtle chip flaws while requiring minimal experience. These findings matter because hardware cannot be patched, yet the exercise also highlights an opportunity: it reinforces the importance of thorough design review and component provenance. While the risks are real, they encourage engineers to anticipate vulnerabilities and build more resilient systems, and this work offers a clear lens on how AI intersects with hardware evolution.

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People In Factories Are The Past. Robots Take Lead

Robin Mitchell — Wed, 10 Sep 2025 16:00:00 +0000

Factories without people sound like science fiction, yet physical AI is making it real. Robots that can see, understand, and act are leaving the lab and moving into warehouses, hospitals, and eventually full-scale manufacturing. What interests me most is how AI is taking on physical problem-solving. While humanoids still feel far away, task-focused machines are already proving their worth, and I think that’s where the real opportunity lies. For engineers, this shift is worth watching closely,

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SpaceX Starship Success. Lands In Ocean Mostly Intact

Robin Mitchell — Fri, 29 Aug 2025 16:00:00 +0000

SpaceX’s latest Starship test finally broke the streak of fiery failures, and I have to admit, it was exciting to watch. The massive rocket thundered off the pad, separated cleanly, and even coasted nearly 200 km above Earth before returning. Sure, the flaps caught fire and shook violently, but that’s part of stress-testing, and it shows SpaceX’s willingness to push hardware to its limits. With NASA banking on Starship for Artemis, this flight feels like a genuine turning point,

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US In Talks Over 10% Intel Stake, White House Confirms

Robin Mitchell — Fri, 22 Aug 2025 11:46:11 +0000

Intel may soon find itself with a rather unusual partner, the US government. Talks are underway for Washington to take a 10% stake in the chipmaker, a move tied to national security and America’s push for semiconductor independence. While it’s rare to see government equity in a healthy company, I can see the logic: Intel’s ability to manufacture advanced chips on home soil is strategically vital. For engineers like us, this signals just how central semiconductors have become in geopolitics.

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OpenMind Wants To Be The Android Operating System Of Humanoid Robots

Robin Mitchell — Fri, 08 Aug 2025 13:14:47 +0000

OpenMind’s ambition to become the “Android” of humanoid robots signals a notable shift in robotics, one where software and human-like interaction take center stage. Their focus on open, hardware-agnostic systems that allow machines to learn and collaborate quickly, is crucial for real-world adaptability. While the idea of robots sharing knowledge instantly is exciting, it’s also a reminder that the technology must remain practical and reliable. OpenMind’s approach of rapid iteration shows promise, and it’s worth watching how these systems evolve as they enter homes and daily life.

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Abu Dhabi Firm Looks To Build Data Centers In Space

Robin Mitchell — Mon, 28 Jul 2025 17:06:15 +0000

Datacenters have become the backbone of modern society, but for all their benefits they do present a number of challenges. One such challenge is their energy consumption, and how it is squeezing the capabilities of energy providers, while another challenge would be the resulting environmental challenges caused by the energy production. Now, a startup in Abu Dhabi is looking to put datacenters into space, with the hope of alleviating these difficulties while looking to unlock new opportunities.

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Ponoko Podcast EP02 – Legiit

Robin Mitchell — Tue, 15 Jul 2025 18:36:21 +0000

In the second episode of the Ponoko Podcast, we dive into the world of engineering, prototyping, and rapid product development, featuring conversations with some of the brightest minds in tech and business. In this episode, we talked to Chris M. Walker, founder of the Legit.com freelance marketplace and B2B growth expert, as he shares his journey from a “dead-end” IT job to building a thriving platform that empowers startups, small businesses, and engineers to launch and scale their ideas.

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