
ML Technical staff @cusp_ai | Beacon Scholar @imperialcollege opinions are my own
London, England
Joined October 2023
- Tweets127
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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…
❤️
“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
Ry retweeted
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.
Ry retweeted
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.
Ry retweeted
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…
Ry retweeted
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.
Ry retweeted
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.
Ry retweeted
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)
Ry retweeted
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.
Ry retweeted
It's mind-blowing how fast agentic coding has progressed in the past 6 month. It's a completely different world now.




















