production

1 statements across 1 episodes · 0 bullish · 1 bearish · 1 people on the record · first statement Jan 11, 2026 by Aishwarya Reganti (Ash) · across every show →

Everything said about production, oldest first

Jan 11, 2026 negative
Insight
Reganti: Predefined AI evals only catch anticipated failure patterns
“The issue with just building a bunch of evaluation metrics and then having them in production is evaluation metrics catch only the errors that you're already aware of, but there can be a lot of emerging patterns that you understand. Only after you put things i…”
Aishwarya Reganti (Ash) Jan 11, 2026 ▶ 56:01 Why most AI products fail: Lessons from 50+ AI deployments at OpenAI, Google & Amazon
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