ZwischenYour AI didn't go down. It got worse.
When Anthropic's status page showed elevated errors on June 16, the visible failures were the easy part. The dangerous part was the requests that succeeded.
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A second opinion is useless if nobody saw the work.
Having one model produce the work and another inspect the result is not review. Review means seeing the work happen, not just judging what survived.
ICL: The AI capability you're paying for and not using.
Your model can generate a photorealistic Elon Musk in a Carmen Miranda fruit hat. Ask it to forecast revenue and you get the four-quarter average. The expensive part is In-Context Learning. Guess what it avoids.
AI writing its own tests is theatre.
Different agents in a workflow don't create independence when they share the weights. The architecture is real engineering. It's just not the check your slide says it is.