Money  ·  Topic  ·  ≈ 2 min read

DeAI

Decentralised AI. Compute marketplaces, model coordination, on-chain inference — and the bet that AI's most consequential layer should not be owned by three companies.

Illuminate the word DeAI
Intermediate — coders new to ML Introduction to Machine Learning for Coders 12 lessons · ≈ 24 hours · 12 lessons · Jeremy Howard · fast.ai · 24 hours of video
5 resources  ·  5 orgs
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DeSciWorld

Aggregator and community hub for the DeSci ecosystem since 2021. Maintains a directory of DeSci projects, an events calendar (in-person and online), a jobs board, and the upcoming science.tech tooling stack + P2P funding marketplace. Runs the flagship World of DeSci conference series and seeds local chapters across four continents — DeSci Asia, Berlin, Boston, China, India, Japan, Korea, LATAM, London, Mexico, Montreal, Prague, Tokyo, Africa, IberoAM. The 'one-stop shop' for finding what's happening in DeSci globally.

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Kaggle

The world's largest community of machine-learning practitioners. Runs the canonical ML competitions where the line between hobbyist and world-class is decided by a leaderboard, not a CV. Hosts hundreds of thousands of public datasets and notebooks — the closest thing the field has to a shared workshop. Free tier includes GPU/TPU compute. Where a generation of ML engineers learned the craft in public. Owned by Google since 2017 but the community culture predates the acquisition by a decade.

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IronClaw (NearAI)

Open-source personal AI agent — Rust, security-first, defense-in-depth. A re-implementation of OpenClaw rewritten for privacy: WASM sandbox for untrusted tools, capability-based permissions, endpoint allow-lists, credential injection at the host boundary so secrets never touch tool code, leak detection on requests and responses, and prompt-injection detection layered on top. All data stays local (Postgres + pgvector), no telemetry. Multi-channel: REPL, HTTP, Telegram, Slack, web gateway. Apache/MIT. ~8.5k stars. Maintained by Near AI.

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OpenClaw

The original open-source personal-AI agent project IronClaw is a re-implementation of. TypeScript, Docker-sandboxed tool execution, self-expanding via dynamically built tools, MCP-protocol client. Designed around the same principle: an assistant that works for you, runs locally, doesn't phone home. Where the architecture for the whole 'sovereign personal agent' pattern got worked out.

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Hermes (Nous Research)

Open-weights LLM family from Nous Research — the most-shipped uncensored model line in the open ecosystem. Hermes 4 (including the 405B variant) trades the safety-tuned conservatism of frontier closed models for a tool-use- and agentic-workflow-tuned generalist. Available via OpenRouter, Together, Fireworks, and locally via Ollama. The default 'open alternative' when a workload needs an LLM that won't refuse legitimate requests or leak its system prompt at the slightest pressure.

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