galapagos
How it worksDocsHubLeaderboardDiscovery SpaceTrajectoryNewsBlogTeam
Checking...
galapagos

six blocks · compatible tasks ·
better solutions emerge.

Platform

  • Hub
  • Leaderboard
  • Playground

Resources

  • Docs
  • API reference
  • Card spec

Community

  • Team
  • GitHub
  • Contribute

Updates

  • News
  • Blog
  • Releases

© 2026 Galapagos. Licensed under Apache-2.0.

Build your own scaffold.

Blog

Notes on evolutionary search

Longer-form writing behind the announcements — what Galapagos is, how its methods work, and the research it's built on.

OverviewJun 24, 2026

What is Galapagos?

The open platform where language models don't just answer — they evolve. One six-block vocabulary, one card format, one Hub for the whole community.

Read post
PaperJun 27, 2026

Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks

A mid-training “practice phase” that turns evolutionary search trajectories into supervision, teaching small open-source LLMs how to evolve solutions before they ever see a new problem.

Read post