capability-control

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#capability-control

Agent libOS: A Library-OS-Inspired Runtime for Long-Running, Capability-Controlled LLM Agents

Hugging Face Daily Papers · 4d ago

Agent libOS introduces a library-OS-inspired runtime substrate for LLM agents, treating agents as schedulable processes with explicit capabilities, lifecycle management, audit records, and human approval queues. The design shifts the trust boundary from tool dispatch to runtime primitives, enabling long-running agents to be scheduled, authorized, resumed, and audited safely.

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#capability-control

AI agents become useful at the exact point they become risky.

Reddit r/AI_Agents · 2026-05-19

A reflection on the tradeoff in AI agent design: the point at which agents become useful by having real-world capabilities is the same point at which they become risky, requiring careful boundary setting for delegated authority.

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