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A discussion of common errors when calling LLM APIs in production, including rate limits, format mismatches, malformed responses, context overflow, model deprecation, and silent failures, with statistics from Datadog and a cited paper.
This literature review identifies and analyzes the problem of silent failures in physical AI systems, where black-box models may execute harmful actions without detection. It proposes a taxonomy of runtime guardrail functions and outlines evaluation requirements for safe autonomous systems.