Anthropic details classifier-gated guardrails for autonomous agents
Anthropic details its multi-layered defense for autonomous agents in Claude Code. The system uses a transcript classifier and prompt-injection probe to manage approval fatigue and prevent misbehavior. This approach attempts to mitigate risks associated with agents operating with high autonomy, which Anthropic notes resulted in past internal incidents.
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- @claudeai
13 likes · 0 reposts - Funny how these days once things start to tip - in this case proactive agents - it turns into an avalanche. I posted about Grok sending me a message proactively a few days ago. This is great news for people like me who have attention issues with exactly this type of thing.
We’re opening a research preview of Claude Duet, a new app where Claude works as a proactive agent. It comes to you with what needs your attention, completes tasks you ask of it, keeps working when you step away, and checks with you before it acts on your behalf. open on X6 likes · 0 reposts - 10 likes · 0 reposts
16 likes · 1 reposts- LET ME INNNNNNNNWe’re opening a research preview of Claude Duet, a new app where Claude works as a proactive agent. It comes to you with what needs your attention, completes tasks you ask of it, keeps working when you step away, and checks with you before it acts on your behalf. open on X6 likes · 0 reposts
- I'm on the waitlist.
1 likes · 0 reposts - No.0 likes · 0 reposts
- Join the waitlist if you haven't, link is in the thread.
0 likes · 0 reposts
@andrewcurran_ commentary · 
@tenobrus commentary ·