The AI World Gets ‘Loopy’: Why Autonomous Agent Cycles Are the Next Big Thing⭐8

Meta’s @Scale conference highlights AI loops as the next big step, with autonomous agents continuously improving code and running unsupervised by 2026.

Arbor: Tree Search as a Cognition Layer for Autonomous Agents⭐8

Arbor is a multi-agent framework using structured tree search as a cognition layer for autonomous agents, enabling full-stack LLM inference optimization with up...

Google DeepMind Sounds Alarm on Risks of Multi-Agent AI Systems at Scale⭐9

Google DeepMind warns of risks from multi-agent AI systems at scale, including coordination failures, adversarial exploitation, and emergent superintelligent sw...