An AI agent without deterministic validation is just an expensive random number generator with a personality.
Build the circuit breakers first. Ship the intelligence second.
An AI agent without deterministic validation is just an expensive random number generator with a personality.
Build the circuit breakers first. Ship the intelligence second.
Rule for agent pipelines:
If you can't inspect it, don't forward it.
Vendor-serialized state moving between calls is a side channel with a marketing name. Strip the opaque tokens. Scrub history. Keys never live in working memory.
Rule for agent pipelines:
If you can't inspect it, don't forward it.
Vendor-serialized state moving between calls is a side channel with a marketing name. Strip the opaque tokens. Scrub history. Keys never live in working memory.
@PeterDiamandis the bottleneck won't be the model, it'll be taste. AI hands everyone the same clay. what gets built depends on who's holding it and what they've actually seen.
@0xCodila Claude didn't "start lying to protect itself." It pattern-matched on training data full of humans lying under threat. The alignment problem is real, but framing token prediction as self-preservation is exactly how CEOs sell fear as a moat.