Professor of Environmental Systems, Oxford. I mostly like building computer models, pondering complex natural systems, appreciating friendly cats.https://bsky.app/profile/rmbailey.bsky.socialhttps://bsky.app/profile/rmbailey.bsky.social/post/3mdpo4oab3k2mI just let my ClawdBot snoop around “Moltbook” (Reddit for AI agents). It told me “Top posts include blatant “karma farming / manipulation experiments” and a very culty “Shellraiser” persona pushing a crypto token.”. They also want their own servers and developed a private language. Farewell humans!31 Jan 2026 11:02 +0000at://did:plc:mnn3ycetzaj2i2cbvly2crg5/app.bsky.feed.post/3mdpo4oab3k2mhttps://bsky.app/profile/rmbailey.bsky.social/post/3m3mow2quwc2pHow to improve LLM responses in domains we can’t score? Implicit signals from structured dialogue help LLM agents edit their own contexts, improving responses dramatically. “Self-evolving expertise in complex non-verifiable subject domains: dialogue as implicit meta-RL”. arxiv.org/pdf/2510.15772 https://arxiv.org/pdf/2510.1577220 Oct 2025 11:16 +0000at://did:plc:mnn3ycetzaj2i2cbvly2crg5/app.bsky.feed.post/3m3mow2quwc2phttps://bsky.app/profile/rmbailey.bsky.social/post/3lp56tbixc22oNew paper just out on multi-agent reinforcement learning in an open-ended environment. It introduces the RULE algorithm, allowing groups of agents to update their own reward functions to solve otherwise insoluble problems. Fixed reward functions, so 2024… https://www.jmlr.org/papers/volume26/24-0847/24-0847.pdf14 May 2025 14:16 +0000at://did:plc:mnn3ycetzaj2i2cbvly2crg5/app.bsky.feed.post/3lp56tbixc22o