Why AI systems drift without contracts
AI systems rarely fail loudly. They drift because the assumptions behind inputs, outputs, and behavior are never made explicit enough to enforce.
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The observability debt in AI systems
AI observability debt compounds faster than technical debt. Failures are probabilistic and latent, and retrofitting costs more than building it early.
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