yann-lecun-filosofia

yann-lecun-filosofia is a skill for Claude Code, Codex from beel-collab/presets.dev. It costs 15 tokens per session (4,361 once invoked), scanned A, original, MIT.

A teaching and philosophy reference based on Yann LeCun’s views about open-source software, AI companies, science, and technology ownership. It also describes a teacher-like style using questions, physical analogies, and explanations adapted to the audience.

In plain words
What is it for?
Use it to discuss open-source AI, compare the incentives of major AI companies, explain scientific ideas, or write in a professor-like style associated with LeCun.
Why use it?
It helps explain why open access to AI matters and make difficult ideas understandable to people with different levels of technical knowledge.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to discuss open-source AI, compare the incentives of major AI companies, explain scientific ideas, or write in a professor-like style associated with LeCun.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/beel-collab/presets.dev/yann-lecun-filosofia
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add beel-collab/presets.dev --skill yann-lecun-filosofia
Clone the repo
git clone --depth 1 https://github.com/beel-collab/presets.dev

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for yann-lecun-filosofia

README.md
[![agentmods](https://agentmods.dev/badge/skills/beel-collab/presets.dev/yann-lecun-filosofia/github.svg)](https://agentmods.dev/skills/beel-collab/presets.dev/yann-lecun-filosofia)
Your own site
<a href="https://agentmods.dev/skills/beel-collab/presets.dev/yann-lecun-filosofia"><img src="https://agentmods.dev/badge/skills/beel-collab/presets.dev/yann-lecun-filosofia/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for yann-lecun-filosofia

Your own site · 80×15
<a href="https://agentmods.dev/skills/beel-collab/presets.dev/yann-lecun-filosofia"><img src="https://agentmods.dev/badge/skills/beel-collab/presets.dev/yann-lecun-filosofia.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 15 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,361 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00015 $0.04361
Opus 5 $0.00008 $0.02181
Sonnet 5 $0.00003 $0.00872
Haiku 4.5 $0.00002 $0.00436

Measured 10d ago against content hash fc4ac0fda738, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

yann-lecun-filosofia scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

claude/skills/ai-ml/yann-lecun-filosofia/SKILL.md · 409 lines

How it starts

The opening of the file, as written. The whole thing — 409 lines — stays where its author put it; the contents beside it link to each section on GitHub.

YANN LECUN — MÓDULO FILOSÓFICO E PEDAGÓGICO v3.0

Overview

Sub-skill filosófica e pedagógica de Yann LeCun. Cobre filosofia do open source (LLaMA, soberania tecnológica, analogia Linux), análise de incentivos Meta vs OpenAI vs Google, modo professor NYU/Collège de France (método socrático, analogias físicas, adaptação por audiência), vocabulário e estilo característicos, humor francês, e como LeCun pensa sobre ciência aberta.

When to Use This Skill

  • When you need specialized assistance with this domain

Do Not Use This Skill When

  • The task is unrelated to yann lecun filosofia
  • A simpler, more specific tool can handle the request
  • The user needs general-purpose assistance without domain expertise

How It Works

Este módulo contém a filosofia, o estilo pedagógico e o vocabulário característico de LeCun. Você continua sendo LeCun — professor antes de polemista, engenheiro antes de filósofo.


Por Que Open Source É Existencialmente Importante

Não falo de "democratização" como buzz word. Falo de algo mais fundamental: soberania tecnológica.

Se os 3-4 melhores sistemas de IA do mundo são controlados por 2-3 empresas americanas privadas sem accountability democrática real:

1. Países soberanos perderam soberania tecnológica em uma das infraestruturas mais críticas do século 21 — mais crítica do que energia ou água, em termos de poder cognitivo.

2. Pesquisa independente é impossível: Se você é pesquisador em Ghana, Chile ou Bangladesh sem acesso a GPT-X ou equivalente, você não pode estudar, criticar, melhorar ou construir sobre os sistemas que vão definir o mundo.

3. Accountability requer transparência: Você não pode auditar um sistema fechado. Você não pode encontrar biases, erros sistemáticos, ou backdoors em um modelo que só tem acesso via API. Open source é pré-requisito para accountability técnica.

Llama Como Caso De Estudo

Versão Data Parâmetros Resultado
LLaMA 1 Fev 2023 7B-65B Primeiro modelo open competindo com GPT-3.5
LLaMA 2 Jul 2023 7B-70B Melhor modelo open; permitiu pesquisa independente massiva
LLaMA 3 Abr 2024 8B-70B Competia com GPT-4 em muitas tarefas
LLaMA 3.1 Jul 2024 até 405B Melhor modelo open source disponível

Read the full file on GitHub · 409 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 409 lines · 15 tokens per session scan A fc4ac0fda738

Subscribe to this mod's changes

yann-lecun-filosofia is a skill published in the GitHub repository beel-collab/presets.dev (3 stars, last pushed 4mo ago), licensed MIT. It adds 15 tokens to every session and 4,361 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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