The Yann LeCun
Framework
Convolutional Thinking & Open Science
Yann LeCun advanced human understanding by treating curiosity as a daily discipline. Yann LeCun's method of inquiry — captured in this framework as mental models, decision heuristics, and the signature questions they would ask. The convolutional thinking & open science framework distils Yann LeCun's documented approach into a .md skill file you can load into Claude, ChatGPT, or any LLM in seconds. Where most AI personas generate generic output, this framework is grounded in real documented work: interviews, writing, published frameworks, and the specific decisions Yann LeCun made when it mattered. Use it for decision-making, writing, strategy, or any situation where you want your AI to think with Yann LeCun's distinctive patterns rather than a default model voice.
A glimpse of Yann LeCun's thinking.
Intelligence emerges from hierarchical pattern recognition, not symbolic manipulation or statistical tricks. True scientific advancement requires radical transparency—hoarding knowledge slows progress for everyone. The most important breakthroughs come from understanding fundamental principles, not chasing benchmarks.
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Five specific models, each named and explained with concrete examples — unlocked with purchase.
"What is this system actually learning, and why should that representation be useful?"
4 more questions in Yann LeCun's voice are unlocked with purchase.
Full list of anti-patterns unlocked with purchase.
The full framework adds: detailed explanations of all five mental models with real-world examples, the decision heuristics Yann LeCun actually used, remaining signature questions, the complete list of anti-patterns, a copy-paste activation prompt, and a worked example.
Unlocked the moment you purchase. ~2,000 words total. Delivered as a Claude Skill and plain .md within 60 seconds of checkout.
- ✦Core philosophy — 2–3 sentences grounded in Yann LeCun's documented worldview
- ✦Five signature mental models — each named, with concrete examples from their work
- ✦Decision heuristics — the concrete rules they actually used
- ✦Signature questions — five questions that sound like Yann LeCun, not a generic MBA
- ✦What they would NOT do — the anti-patterns this framework rejects
- ✦Copy-paste activation prompt — drop straight into Claude or ChatGPT
- ✦Worked example — the framework applied to a realistic scenario
- →yann-lecun.zip — a native Claude Skill. Upload to Settings → Skills in Claude, or unzip to
~/.claude/skills/ - →yann-lecun-framework.md — plain markdown. Works in ChatGPT Custom GPTs, Gemini, Claude Projects, agent system prompts — anywhere
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Works as a Claude Skill (.zip) and as a plain .md for ChatGPT, Gemini & every LLM
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Inspired by the documented thinking of Yann LeCun. A mental-model toolkit, not a literal representation. Delivered as a .md file compatible with Claude, ChatGPT, Gemini, and any LLM.