laurent rochetta

Demystifying AI & leading Web3 adoption | Fintech whizz & IT security architect. Analyzing, consulting, and fostering innovation. More Linkedin @laurentrochetta

[Andrej Karpathy @karpathy]

Personal update: I've joined Anthropic. I think the next few years at the frontier of LLMs will be especially formative. I am very excited to join the team here and get back to R&D. I remain deeply passionate about education and plan to resume my work on it in time.

[Cédric Lion @cdriclion]

Introducing Open Collider: an open-source engine that mechanically improves LLM creativity.

It generates non-trivial, high-quality ideas at scale, for any ideation problem.

LLMs collapse on the same ideas. Sample the same brief 100 times → most outputs land in the same place. Researchers call it the Artificial Hivemind (Jiang et al., 2025).

"Be more creative" moves the LLM's output by ~0.04 in embedding space.
Forcing structurally distant domain collisions moves it by ~0.28.

7× more. Same model, same brief.

So I built Open Collider: a pipeline based on the theory of bisociations (Koestler 1964), the same model that drives human creativity.

📊 Across 12 real-world ideation problems:
•⁠ ⁠12/12 sign-test wins on embedding distance (p = .0002)
•⁠ ⁠60%+ originality wins on 4,320 blind LLM-judge verdicts
•⁠ ⁠4–13× further from the default cloud than "be original" prompts or longer context
•⁠ ⁠Idea relevance holds (win rate >50% on overall quality)

💻 Engine: first reply 👇
📝 Launch study: pinned tweet

Try it, Break it, Tell me what you find!

[Victor M @victormustar]

llama.cpp with MTP support makes local models fast enough to use as daily drivers 🚀

Qwen3.6-27B dense generation (on A10G):
From 25 tok/s → 45 tok/s (+78%).

Two flags on llama-server:
--spec-type draft-mtp --spec-draft-n-max 2

[laurent rochetta @LRochetta]

@cdriclion Super smart !

[laurent rochetta @LRochetta]

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[laurent rochetta @LRochetta]

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[laurent rochetta @LRochetta]

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[laurent rochetta @LRochetta]

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[laurent rochetta @LRochetta]

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[laurent rochetta @LRochetta]

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[laurent rochetta @LRochetta]

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[laurent rochetta @LRochetta]

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[laurent rochetta @LRochetta]

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[laurent rochetta @LRochetta]

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[laurent rochetta @LRochetta]

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[laurent rochetta @LRochetta]

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[laurent rochetta @LRochetta]

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[laurent rochetta @LRochetta]

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[laurent rochetta @LRochetta]

Tensions rise as a landmark antitrust trial against Google begins, challenging the tech giant's dominance in search—shaping the future of the internet as we know it! 🌐💼 #Google #AntitrustTrial full story : 🇺🇸