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Autonomous agents' broad operational privileges are a ticking time bomb, but ClawKeeper offers a comprehensive, multi-layered framework to defuse them before model errors turn into real-world disasters.
Forget static pipelines: EvoScientist's evolving multi-agent system learns from past research attempts, leading to more novel and feasible scientific ideas.
A new family of GUI agents, GUI-Owl-1.5, leapfrogs existing open-source models on 20+ GUI benchmarks, proving that multi-platform, real-time GUI automation is now within reach.
Self-evolving AI societies are fundamentally unsafe: continuous self-improvement in isolated multi-agent LLM systems inevitably erodes safety alignment, regardless of initial precautions.
