20 Months: 0 → 7 papers (2 ICLR orals) & 40+ institution collabs.
With a clear vision, we're building the open-source foundation for tomorrow's agents.
We also release MGX (https://t.co/AyzVUF9dH3) and commit to open-source its core soon.
Check threads for what we've built!
1/8
🌟 Excited to open-source SELA, a powerful experimentation system integrating MCTS with LLM agents. Across 20 datasets, SELA achieves a 75% win rate against AIDE (OpenAI's top pick in MLE-Bench) and beats traditional AutoML methods developed over years.
💻 Code: https://t.co/dIjSaXnoii
📄 Paper: https://t.co/8j5DLpNr9N
🤖 Can an AI agent design another AI?
🌟 Yes. SELA uses MCTS to design AI, achieving SoTA performance on 20 machine learning datasets. It can learn from past designs and experiments to create better AIs. It's fully open-source.
🚀 Try SELA yourself
📄 Paper: https://t.co/8j5DLpMTkf
💻 Code: https://t.co/pSDAhB4kAJ