Interesting approach, the governance loop is a cool idea, forcing the agent to periodically stop and re-read and creates checkpoint. One thing we kept seeing is agents are very good at convincing themselves they…
Interesting data, especially the retry-escalation pattern. We’ve seen something very similar in internal testing the agent doesn’t interpret a failure as a boundary, it interprets it as a problem to route around. Your…
Interesting approach. We ended up framing the problem a bit differently, less as “policy checking” and more as commit control. Instead of validating the model’s output directly, we assume the model can propose anything.…
That’s exactly the mental split we’ve been leaning on. The ledger part turned out to be more useful than we expected. Every freeze/reject event becomes a concrete example of where the agent tried to do something…
I've been approaching this from a slightly different angle: treating the problem less as "agent alignment" and more as an execution boundary problem. Instead of trying to force the model to behave via prompts or…
Interesting approach, the governance loop is a cool idea, forcing the agent to periodically stop and re-read and creates checkpoint. One thing we kept seeing is agents are very good at convincing themselves they…
Interesting data, especially the retry-escalation pattern. We’ve seen something very similar in internal testing the agent doesn’t interpret a failure as a boundary, it interprets it as a problem to route around. Your…
Interesting approach. We ended up framing the problem a bit differently, less as “policy checking” and more as commit control. Instead of validating the model’s output directly, we assume the model can propose anything.…
That’s exactly the mental split we’ve been leaning on. The ledger part turned out to be more useful than we expected. Every freeze/reject event becomes a concrete example of where the agent tried to do something…
I've been approaching this from a slightly different angle: treating the problem less as "agent alignment" and more as an execution boundary problem. Instead of trying to force the model to behave via prompts or…