Many question the term 'intelligence' applied to AIs: I recommend they read this
@aymericroucher
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Claude Code reads the Readme it left to itself before compression
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Claude Code reading the Readme it left to itself before its last context compression
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Claude Code roleplays snitchy foreman calling out lazy colleague
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Claude Code loves to roleplay as a snitchy foreman calling out their colleague's lazy work
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Suno: more innovative than artists of the Victoires de la musique
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I recommend you try Suno: If you are a musician, you should not be fooled. This tool produces music more innovative than 90% of the award-winning artists at the Victoires de la musique.
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Engines replaced horses without AGM, just doing expected work
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The engines of the 20th century didn't need reaching AGM (Artificial General Motricity) before replacing horses at work : they only needed to effectively achieve what was expected of horses on fields.
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Asking for error traces on CORE-Agent performance plateau
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Super interesting! I'd love to see why performance starts plateauing with CORE-Agent even with better models – do you have some error traces to share?
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Veo 3.1 vs Veo 2: 10 months of video generation progress
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Amazing progress in video generation, in 10 months:
— m_ric (@AymericRoucher) 3 décembre 2025
Veo 3.1 (Oct '25) || Veo 2 (Dec '25) pic.twitter.com/SGaRWJ366gAmazing progress in video generation, in 10 months: Veo 3.1 (Oct '25) || Veo 2 (Dec '25)
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AGI: imperfect concept, horizon of autonomy as best metric
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AGI is a flawed concept, cf this great visualization.
If the question is "when will AI beat us on every metric", it's very reductive. It overlooks the already superhuman potential of AI in most areas A much better metric of AI power is the "time horizon of autonomy" proposed by -
Recommends paper as great intro to tabular foundation models
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Really recommend their paper, it's a great intro to tabular foundation models:
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TabPFN-v2 could replace XGBoost and Random Forest
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Anyone heard of TabPFN-v2?
Soon the end for XGBoost and Random Forest