Systems that search, adapt, coordinate, and keep surprising us.

Start here for open-ended learning, agent infrastructure, and human agency under rapid AI progress.

★ Best entry point

Open-Ended Intelligence — the broad research program connecting novelty, diversity, adaptation, and possibility.

? Core questions

• How can systems preserve novelty and diversity instead of collapsing onto one objective?
• Which agent architectures improve coordination, evaluation, and portability?
• How can human agency remain legible and effective as machine capability rises?

↗ Selected pathways

• Research program: Maximum Diffusion RL · LLMs · AI
• Agent systems: Self-improving agents · Agent harnesses · Agent swarms · Hyperagents
• Infrastructure: AgentSkills
• Agency and risk: AI alignment · Human agency

🔗 Neighboring constellations

Math, Networks & Complex Systems · Philosophy, Sensemaking & Self · People, Communities & Cultural Memory

📚 Full index

See the original thematic index for the complete archive. Cleanup notes now live in Workspace Maintenance.