Entrepreneur | Founder of Mechanoid (Robotics community for india) 🇮🇳 l AI💻, Robotics🤖 Insights & analysis l

I can clearly see the panic in Indian working class about their future. But, looking at the shift happening in the industries This is the time to look at the gaps in Industries and provide a service at a fraction of cost. Agression in the face of uncertainty is the way forward
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Prudent AI retweeted
I don't think people realise how big a deal this is. If you have cancer, or somebody you know has cancer, there is a company in Hyderabad that wants to build a personalised cancer vaccine for you. Try approaching any big pharma company and asking for a personal vaccine. If they even reply to your email, this is the response you'll get: we don't do that here. PopVax, on the other hand, takes your tumour sequencing data (or a sequence you've designed), designs candidate neoantigen vaccine sequences with their AI pipeline, produces the mRNA, encapsulates it in their LNP formulation, fills vials, and runs QC, all in 8 to 10 weeks. They’re publicly committing to capacity for 100+ of these over the next 12 months and asking people to email them their cancer type/stage and sequencing details. What a time to be alive.
Launching RNAFoundry.com – we manufacture personalized cancer vaccines.
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Prudent AI retweeted
Sharing early evals on Gemini 4 Carbon. Strongest model that we've seen so far for long-form research and answer quality, with a new SoTA on the Wide-And-Deep-Research (WANDR) benchmark. Coming soon to all Perplexity Pro and Max users inside Computer, once we have sufficient token capacity. Congrats @GoogleDeepMind!
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Beginning of a new ERA 🔥🔥 Data centers in space 🚀
A ‘hello world’ milestone for Project Suncatcher 🚀 After launching our prototype satellite a few weeks ago, we’ve now successfully sent a command up to orbit, booted up the TPU, ran the prompt, and received our first complete response back on earth - a haiku!
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Prudent AI retweeted
Our latest work in closing the last-mile gap on long horizon robotics tasks.
Long-horizon, whole-body robot policies still fail during deployment. How do we best close this last-mile gap? 🤖 🚨 Introducing I3L: Iterative Interactive Imitation Learning for Whole-Body Mobile Manipulation Website: i-3l.github.io/ Paper: arxiv.org/abs/2610.17748
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It's surprising to see there are still top business leaders talking about EMPLOYMENT DATA & how more employment is generated in the US. Basically saying AI generating more jobs than it removes. But by the time EMPLOYMENT DATA shows what AI can do, it will be too late.
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There isn't anything one can do after drowning.
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First correction 😶‍🌫️
Replying to @chamath
Pretty much. As of the past few weeks, debt markets have almost entirely shut off access to money for any company that doesn’t have substantial revenue independent of AI data centers. SpaceX closed $40B of debt for GPUs, but we’re investment grade and have Starlink & launch revenue. That means the 200+ neoclouds are going to see guppy-level death and consolidation. Some will make it through, but not many.
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This is mind boggling 🤯
1% of companies represent 90% of AI spending. Of that 90%, 80% of this spend are from unprofitable VC backed companies. So, roughly, $0.70-75 of every dollar of AI spending right now comes from AI companies spending VC investment dollars. As a result, the revenue quality in AI is currently poor. This happened in previous cycles as well, like cloud when early users of AWS were mostly venture backed startups. The thing, though, is that before AWS could scale and pull thru GCP and others as legitimate cash machines, there were a few clearing events to sort out these brittle revenues. This is the extrapolation of Ken’s point. We will need to transition from speculative AI spending to consistent, reliable spend that shows up in public market earnings reports. This hasn’t happened yet because most of the breathtaking revenue growth comes from LPs investing in VC funds who then send it to startups.
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Prudent AI retweeted
Announcing our Series A led by @a16z and @FPrimeCapital. Join us to build the future of robotics. We have openings across the team.
@EkaRobotics has raised a $150M Series A. Generality v/s Performance is the fundamental tension at the frontier of robotics. Generality without performance is just a prototype. Performance without generality is just a single-purpose tool. Customers shouldn’t have to choose. Eka breaks the tradeoff. Powered by our Vision-Force-Action (VFA) model, we deliver the performance and versatility customers need to put robots to work every day. Eka is built on three convictions: ⚡️Force is the language of manipulation. 🚀 Reinforcement learning is how dexterous manipulation scales. 🎂 System 1—fast, reliable physical execution—is the bottleneck to solve. With this funding, we will scale our model and accelerate customer deployments. Grateful to be building alongside a dream team and investors who share our ambition.
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Prudent AI retweeted
Introducing Kimi K3.1 Pro: our most capable 3T-class open-weight model. 🔹 1M-token context, 2.8T total / 104B active params (MoE), Multimodal. 🔹 Full-project coding: games in Unreal, Unity & Godot. 🔹 Excels at parametric 3D modeling in Blender & CAD. 🔹 More reliable at finance work: Accurate modeling with hallucination down by 65%. 🔹 Matching the strongest proprietary models across coding, agentic and knowledge benchmarks. Kimi K3.1 Pro and K3.1 Pro Highspeed (2–3× faster) are now live on Kimi.ai, Kimi Work, Kimi Code, and the Kimi API. Open weights by Nov 4, 2026. 🔗 API: platform.kimi.ai 🔗 Tech blog: kimi.ai/blog/kimi-k3-1-pro
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Bring it on 🔥
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Prudent AI retweeted
We believe voice is the most natural way to interact with intelligence, so we created Dessa, the most authentic full-duplex speech model ever built. Talking with it feels like talking with a person…full of emotion, nuance, pauses, and a natural cadence. block.xyz/dessa
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Prudent AI retweeted
Gemini 4 Argon built a 3D periodic table synced to Tom Lehrer’s song, “The Elements.” Created in @Antigravity, it animates orbiting electrons, atomic data, and light spectra.
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Prudent AI retweeted
Unitree Introducing: H2-X Kung Fu Legend Guardian🤖 Powerful performance to serve and guard you, with a maximum endurance of approximately 8 hours. Please use the robot safely and in a friendly manner.
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Prudent AI retweeted
Holy! Odyssey says it has connected a simulated fruit fly brain to an AI-generated world, allowing it to navigate an environment that never existed. It’s a glimpse of what entering simulated worlds could one day mean for us. I’m not exaggerating when I say that in the very near future we as humans will also enter virtual world by connecting our brains to the cloud. Neuralink shows the path clearly.
We placed the fruit fly brain inside Odyssey-3, a frontier world model. The lil’ guy is now flying around totally imagined, simulated worlds all by itself 🫶
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Prudent AI retweeted
India is a mirror You show love, India shows love back… So on, so forth
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Prudent AI retweeted
Proudly designed & manufactured in India 🇮🇳
Today, we are proud to introduce… Mitts 🧤 State of the art tactile gloves that capture high-precision touch data for robots. Vision alone isn’t enough. Mitts record touch and movement with world-class precision, helping robots learn to work in the physical world.
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Prudent AI retweeted
Just wrapped my first day as CEO of Boston Dynamics. This company has pioneered the modern robotics industry and fascinated people all over the world. Super excited to be joining at a pivotal moment for Physical AI, when there's a massive opportunity to deliver real-world impact.
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🚨 Former OpenAI safety lead David Robinson just quit after 3.5 years and went public. He led safety reports for 12 frontier launches. His reason? He says OpenAI’s “move fast, find problems, fix them” approach is fundamentally too risky as AI gets more capable. He says safety failures have already happened, the industry lacks enough redundancy and expertise from high risk fields, and we still don’t know how to reliably ensure future models will stay aligned. His message is basically: we may be getting too powerful to learn safety through trial and error.
New in The Atlantic: @dgrobinson resigned this week. He was among the longest-tenured employees at OpenAI—and oversaw safety reports on 12 frontier launches. He is very worried: “The time for trial and error is over.” You can read his essay here: theatlantic.com/technology/2…
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Breaking the stereotypes is important when it's logical. I believe in this early phase of robotics revolution, this ability see through makes a huge difference.
These new hands are the perfect companion for Atlas. With 13 degrees of freedom, they are directly actuated, built for high fidelity simulation to enable sim-to-real RL, and designed from the ground up for dexterous physical work. Learn how we built robot hands for modern AI and real work: bosdyn.co/4hR09Uz
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