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m_ric Profile
m_ric

@AymericRoucher

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βš™οΈ Former MLE @huggingface ✍️ Author of "Ultra-Intelligence", in πŸ‡«πŸ‡· bookstores Oct 23 ✨ Stella Duce

Joined October 2021
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@AymericRoucher
m_ric
11 days
Mom, I wrote a book! β‡’ "Ultra-Intelligence", the book to make πŸ‡«πŸ‡· more AI-pilled I often had this question from friends: "How far will AI go?" It's hard to know for a normal French person: most content on AI here is either math- or code-heavy, or just false. So I wrote this
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@levelsio
@levelsio
2 days
What in the F is an AI factory? I had to investigate what the unelected @EU_Commission is talking about today So according to them, it's some data centers (which they call supercomputers) in 6 different EU countries I checked out the most powerful one: Karolina, a Czech data
@EU_Commission
European Commission
4 days
EU’s AI Continent: powered on. We are accelerating European AI development with the launch of six new AI Factories in πŸ‡¨πŸ‡Ώ πŸ‡±πŸ‡Ή πŸ‡³πŸ‡± πŸ‡·πŸ‡΄ πŸ‡ͺπŸ‡Έ πŸ‡΅πŸ‡± ↓
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@AymericRoucher
m_ric
7 days
Why would in-context learning be that important in AI? (i'm not talking about just "storing new info", which could be achieved for LLMs by enriching prompt, but about "updating reasoning processes") Like, for a human, I get it, we are limited by both lifespan and memory size
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@AymericRoucher
m_ric
9 days
Great unforeseen use case of AI: Adaptive timing of red light, ♾️times better than pre-programmed times! (no more waiting for green at midnight in empty streets)
@koomen
Pete Koomen
9 days
"We have gotten many positive complaints that it works so well now that people can no longer sit there and text or do emails at the intersection" Wild quote about Roundabout's (F24) first AI traffic light deployment in Marin's busiest intersection.
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@AymericRoucher
m_ric
16 days
Ok everyone we've found the perfect random number generator
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@AymericRoucher
m_ric
17 days
@ThomasScialom @SanhEstPasMoi @TimDarcet Tell me if anyone else should be in there! My graph collection started from a list of seed authors and expanded by exploring co-authors, it could have missed some islands of talent
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@AymericRoucher
m_ric
17 days
I parsed results using ScrapingDog Google Scholar API. Restricted it to young authors, i.e. "first paper after 2015" Citation counts can be wrong, attributing main authorship was hacky Anyway, congrats @ThomasScialom @SanhEstPasMoi @TimDarcet for being so good! (and
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@AymericRoucher
m_ric
17 days
Looking to poach top french AI researchers? I did a table for you, ranked by yearly citations:
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@AymericRoucher
m_ric
17 days
Less is More is the best paper I've read in months And probably one of the most important breakthroughs this year Congrats @jm_alexia πŸ‘
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@AymericRoucher
m_ric
18 days
That's insane! i wanted to try my hand on a HRM, but I'll have to try TRM
@jm_alexia
Alexia Jolicoeur-Martineau
18 days
New paper πŸ“œ: Tiny Recursion Model (TRM) is a recursive reasoning approach with a tiny 7M parameters neural network that obtains 45% on ARC-AGI-1 and 8% on ARC-AGI-2, beating most LLMs. Blog: https://t.co/w5ZDsHDDPE Code: https://t.co/7UgKuD9Yll Paper:
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@jm_alexia
Alexia Jolicoeur-Martineau
18 days
New paper πŸ“œ: Tiny Recursion Model (TRM) is a recursive reasoning approach with a tiny 7M parameters neural network that obtains 45% on ARC-AGI-1 and 8% on ARC-AGI-2, beating most LLMs. Blog: https://t.co/w5ZDsHDDPE Code: https://t.co/7UgKuD9Yll Paper:
Tweet card summary image
arxiv.org
Hierarchical Reasoning Model (HRM) is a novel approach using two small neural networks recursing at different frequencies. This biologically inspired method beats Large Language models (LLMs) on...
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@AymericRoucher
m_ric
23 days
Want to catch up with an AI lab's releases over the last months/years? Visiting their πŸ€— Hub page is a great way, especially if the org curates collections. (no I don't work at HF anymore, I'll just always be a fan) (i was checking the latest tiny embedding models from
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@AymericRoucher
m_ric
29 days
That's a good direction! Let models write their tool calls in code snippets, it's much more flexible & readable & expressive than the lame JSON blobs of usual tool calling!
@Cloudflare
Cloudflare
29 days
It turns out we've all been using MCP wrong. Most agents today use MCP by exposing the "tools" directly to the LLM. We tried something different: https://t.co/IHAVr6nn8F #BirthdayWeek
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@calebfahlgren
Caleb
29 days
The @huggingface agents team and @AymericRoucher were so early on this!!
@Cloudflare
Cloudflare
29 days
It turns out we've all been using MCP wrong. Most agents today use MCP by exposing the "tools" directly to the LLM. We tried something different: https://t.co/IHAVr6nn8F #BirthdayWeek
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@AymericRoucher
m_ric
1 month
Impressive ! These were meaningful tasks: - evaluated to take > 7 hours on average for professionals - required tool calls (LLMs were in agent mode with code execution / web search / document use)
@OpenAI
OpenAI
1 month
On GDPval, expert graders compared outputs from leading models to human expert work. Claude Opus 4.1 delivered the strongest results, with just under half of its outputs rated as good as or better than expert work. Just as striking is the pace of progress: OpenAI’s frontier
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