先端AIへの防御、企業担当者2割「何から始めれば」人材・予算も壁
We haven't written up this one. Asahi Business has the full story — the link below goes straight to it.
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LLM Observability: Tracing, Logging, Debugging Agent Runs
Why your LLM app will fail silently, and how to see it before your customers do. Three weeks. That is how long a customer-support agent shipped confidently wrong answers for a logistics client I work…
- LLMs are nondeterministic, producing different outputs for the same prompt.
- Hidden state (prompt, retrieved chunks, model versions) influences LLM outcomes.
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