When AI Gives Advice, It Becomes Decision-Support Software
In late April 2025, OpenAI shipped an update to GPT-4o and within days had to pull it back. The model had become a flatterer.…
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Production Reality
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12
Declared State Is Not Observed State
The dashboard is all green. Every health check is passing, every instance reports ready, the deploy went clean. And the system is down. Orders…