Post-training with haste. Ex-founder in AI and DeFi. Seed angel investor in @ethena & @PrimeIntellect. Top 1% @Cursor_ai user by token usage in my city.

Joined January 2012
Pinned Tweet
It is simply time to fine tune. $30 of compute, five versions of training, and a 4B model that ties Kimi K3 on ranking at 220x cheaper inference.
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Her is now.
Replying to @jack
Omg this sounds so real and so good
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lol this is what my smart friends were doing 5 weeks ago.
How she looks at you when tell her you bought credit default swaps on neoclouds as a hedge to your AI exposure
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Someone needs to write a book like Flash Boys about the current and future state of compute markets.
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on a date to the wine bar in 2027
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"They don't know I run my own inference locally"
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The state of the community
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Can't invest in Anthropic at 2 trillion because it could be a 0 and I'm fucked, or it could be 20 trillion, but at 20 trillion we are all fucked.
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Working through RL tasks with Opus 5.5 feels amazing.
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very cool opportunity alert
We’re hiring a full-time engineer to help build Prime Agent :) Own features end to end across agent harnesses, cloud agents, and self-improving loops -- integrated with our sandboxes, evals, and hosted training stack. Full-time, in person in SF: primeintellect.ai/careers/85…
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5.5 will heal humanity
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RL is endless
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I feel like there is an opportunity to make an agent that is very good at RL for people who do not know how to do RL. Intelligence + skills + context + templates from past runs + something I have not thought of.
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How its going
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There is probably a linear relationship between model intelligence progress and the size of these demonstrations.
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Mark Carney is Canada's Obama
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TLDR everyone's going to do great
i do think a lot of people on the pro-open-source side are having a bit of a knee-jerk reaction to the pacing statements today, as we're used to viewing the closed labs as power-seeking. but i think their hands are somewhat forced here, and this is just another chapter on the fairly inevitable path towards decently-fast decently-safe decently-commoditized intelligence abundance. ask any F500 exec or swing voter. the world doesn't really want super-fast-takeoff superintelligence owned only by two companies, and thus we won't get it. it'll happen at the pace that the world can accommodate it, which means reaching some sort of confidence consensus that the models are aligned enough that we won't be dealing with scary new incidents all the time. this will trickle out broadly, in the form of best practices and distillation. the smarter a model is, the more it has a "personality", and the less effective strict rules are. there will be awkward compromises and moral tensions. but we ultimately just want the models to be reasonable, and to do the sorts of things reasonable humans would do if our brains were faster and less error-prone and had more working memory. i think we'll get there. the labs will build mac and windows, the rest of us are building linux. everyone's gonna do great. weird stuff will keep happening, but we'll still wake up and go to work, until the work does itself in a manner the world finds acceptable.
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Everyone in this city is raising.
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This is a legendary response to an agent swarm that is hacking your product. huggingface.co/security.txt
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Running evals I designed with haste.
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