~/talk

Intro to AI on Arbitrum Stylus

Talkat Agentic Ethereum 2025 · 2025-01-31..02-14· [large-language-models, web3]
slides:none on file

Shows a Stylus + Rust runtime on Arbitrum compiling to WASM and running a 5x5 on-chain Q-learning agent entirely inside blockchain transactions. Demo builds an ERC-721 where tokenURI returns a dynamic SVG maze, training runs called via cargo stylus deploy and Remix, and Q-table updates after 10/20/30 episodes (event emitted on training_complete). The agent learns a correct path (down/right... to goal) and the demo proves on-chain reinforcement learning works end-to-end.

AI-written summary · about

  1. 0:00Workshop introduction
  2. 0:55Arbitrum Stylus introduction
  3. 3:04Stylus EVM and WASM runtimes
  4. 7:46Onchain AI agents and RL
  5. 17:15Demo: Rust code walkthrough
  6. 33:29Deploying AI agent contract
  7. 37:03Training AI with Q-learning
  8. 40:16Demo results and NFTs
  9. 41:39Resources and next steps
  10. 42:26Q&A
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