Why AI Systems Quietly Degrade: Slop, Hallucinations, Drift & Collapse
AI doesn't fail loudly. It fails gradually, convincingly, and at scale. The failure modes that quietly wreck production systems before anyone notices.
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AI doesn't fail loudly. It fails gradually, convincingly, and at scale. The failure modes that quietly wreck production systems before anyone notices.
Read article →A solid harness makes your agent reliable at launch. A self-improving system keeps it reliable over time. This is the engineering discipline that separates production AI from drifting AI — failure mining, eval generation, regression gating, and the feedback loop architecture that ties it all together.
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