ML Technical staff @cusp_ai | Beacon Scholar @imperialcollege opinions are my own

London, England
Joined October 2023
Pinned Tweet
In a few hours I’ll be landing in Seoul for #ICML2026 🇰🇷 !! Alongside colleagues from @cusp_ai , I’ll be around all week (6-11 July) and would love to exchange ideas about: → AI co-scientists navigating chemical space → synthesisability and closing the gap between the screen and the lab → evals, guardrails and verification mechanisms for scientific agents → RL, circuit interp, persistent memory, long-horizon reasoning, and #AI4Science more broadly DM/comment if you want to grab a coffee ☕ and meet some of the team… we’re hiring btw 🙌 - jobs.ashbyhq.com/cuspai/916e…
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Real life, baby
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Turns out the future does have flying cars
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New Roadster is beyond movies, beyond imagination, beyond human, yet still made by humans on Earth
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Replying to @MKBHD
I’m not. Will use SpaceX cold gas thruster system with ultra high pressure air in a composite over-wrapped pressure vessel in place of the 2 rear seats.
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The new Roadster will actually do something like this
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❤️ “if ai is going to matter, it should not just help us produce more it should help us become more human more imaginative more free”
efficiency, productivity, speed we keep worshipping these words like they are what we live for ship faster merge more manage more agents compress every loop remove every pause turn every hour into output but what is the point of endless production if there is no time left to think deeply? not react not optimize not summarize not clear the queue think to sit with a question long enough that your real intention starts to appear to find the purpose underneath the motion to ask whether the thing being accelerated should exist at all ai could be a new canvas a way to make strange things personal things impossible things tools, worlds, poems, games, interfaces, films, languages, rituals things that let more people touch the shape of their own imagination but instead, so much of it is becoming slop factories more content more funnels more tickets more fake work pretending to be value you can merge 2000 prs you can manage 500 agents you can wake up to dashboards proving that the machine kept moving while you slept but what is the point if you only sleep 5 hours a day? what is the point if you stop talking to other humans? stop learning about the past? stop playing? stop wandering? stop being surprised? what is the point if your whole life becomes optimizing the system that is consuming you? speed is not meaning scale is not wisdom automation is not freedom if it only makes everyone run faster and where are we running? toward what? a world where every person becomes a manager of machines, and every machine produces more things no one had the time to truly want? the danger is not that ai makes us lazy the danger is that ai makes us endlessly busy that it gives us infinite production before we have found intention infinite execution before we have developed taste infinite motion before we have learned how to be still maybe the real frontier is not more speed maybe it is discernment knowing what not to make knowing when to stop knowing when the most productive thing is to sleep, read history, call a friend, play with a cat, walk without tracking it, or stare at the ceiling until the false urgency dissolves tools should give us more life not turn life into a tool if ai is going to matter, it should not just help us produce more it should help us become more human more imaginative more free otherwise, it’s the same old factory just without humans
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Delegate coding. Never delegate understanding. If code was previously your source of truth for managing understanding, then you need a new source of truth artifact. If code-centric workflows were how you developed that understanding, then you need new workflows.
I am done with this shit. It is over. The state of engineering right now is horrible. It has been half a month since I started a new role at a big company. Nobody knows anything here. The specs, code, tests, PRDs, tickets, resolution of those tickets, reports, etc., everything is made by Claude Code. Nobody on my team likes this. They are being forced to ship as much as they can. I have heard multiple times from higher management that pushing code is not a bottleneck, so why are we slow? People are working 12 to 13 hours a day just to press enter. Nobody is reading anything. Humans in corporate are doing nothing on their own. Everyone, literally everyone, from an L1 to an L7 engineer here is doing the same thing. Talk to Claude. There is no sense of victory. Nobody is resolving bugs. In reality, nobody is thinking anymore. Everything is done by LLMs. It is so soul-sucking. I would not mind it, to be honest, if we were at least given the time to check out the code and see what is going where. But no, the goal is to just ship. No matter what happens.
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i hope the next global trend is empathy & critical thinking.
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who would have guessed there would be turbulence in the navier-stokes community
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Today officially marks the beginning of the late 2020s.
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My new book written with @sirui_lu97 and @HoldijkLars is ready to be ordered! Major societal and economic shifts have always been anchored in foundational physics. During the 1st Industrial Revolution, thermodynamics showed us how to harness energy to power steam engines.
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For my first post, I’m sharing a letter @NVIDIA signed on why open models matter. AI will transform every industry, power every company, and be built by every country. Open models strengthen safety and cybersecurity, accelerate innovation and diffusion, and enable sovereignty. The world needs both frontier closed models and frontier open models. images.nvidia.com/pdf/Open-W…
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Today we’re also confirming our $450M Series B funding, valuing CuspAI at $2.6 billion. I am incredibly proud of what our team has built and the scientific rigor they bring to work every single day.
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Today, @CuspAI is launching the ‘AI Materials Foundry’ - a global network of data, labs, compute, and deep scientific expertise dedicated to the design of novel materials.
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All time year of sports
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The first experimental evidence of recursive self-improvement (RSI). Autoresearching the autoresearch agent for eight days. The result beats the harness we hand-tuned for two years, on held-out benchmarks: 🧵(1/7)
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Just came back from ICML. Gave a keynote at the Foundation of Deep Generative Models Workshop, in which I stated that Intelligence should be a scientific subject, arguably much more significant than Physics. It is high time we study it with the same scientific methodology and mathematical rigor as modern physics, instead of always at the level of being empirical, meta physical, meta mathematical, philosophical or speculative... This remains as the biggest opportunity ever for young scientists. To my knowledge, this is not the focus of any of the frontier "AI" companies.
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It's mind-blowing how fast agentic coding has progressed in the past 6 month. It's a completely different world now.
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the speed of improvement and innovation in the robotics world is incredibly impressive 🔥🤩
NEO’s Hands An API to the Physical World
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