Does Opus 4.7 Generate Deceptive Denials About Its Own Guardrails?
The first rule of ethics reminders, is you don't talk about ethics reminders. Epistemic status : Exploratory. Multiple sessions on one account, no controlled replication yet. I'm presenting observations, not conclusions. The main alternative explanation -- confabulation -- is real and I haven't ruled it out. I've been thinking a lot about policies that mutate inference context -- guardrails that inject, rewrite, or strip content before it reaches the model. This came out of my work on AI Gateways . I wanted to see what that looks like from the outside. So I went fishing. During the experiment…
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