Recent data suggests that perceived declines in model performance, specifically with Claude, may stem from infrastructure scaffolding rather than model degradation. Issues like cache TTL and adaptive thinking effort flips are likely causing inconsistent outputs. Enterprise leaders should audit their orchestration layers and caching strategies to ensure reliability in production. Source
Today's focus is on distinguishing between model decay and orchestration failure.