Madhu Guru：智能体安全需跑赢 RSI 级能力进化
Agent capabilities will soon evolve at RSI pace. Agentic security (identity, permissions, observability) will need to outpace this.
Madhu Guru 认为智能体能力很快将以 RSI 速度进化，智能体安全（身份、权限、可观测性）必须跑得更快。他指出智能体领域的演进方向是能力→信任→自主性：第一阶段解决模型+harness+工具+上下文能否可靠完成工作，如今能力已走得较远，重心转向信任，即系统能否以正确权限采取正确行动、能否被观测、审计并建立问责。过去几年已有大量严肃工作投入这些问题，而挑战正变得更重要也更难。
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Agent capabilities will soon evolve at RSI pace. Agentic security (identity, permissions, observability) will need to outpace this.
The evolutionary direction of the broader agents space is capability -> trust -> autonomy
The first phase has been about capability - can the combination of model + harness + tools + context reliably get work done?
Capabilities have gotten pretty far, so the focus now shifts to trust…does the harness / system take the right action with right permissions? Can we observe it, audit it and establish accountability?
A lot of serious work has already gone into these problems over the last couple of years.
Now the challenge gets more important. and harder.