TLDR Tech / Data
Beyond the Demo: Why Agentic Evaluation Matters
Traditional LLM benchmarks are insufficient for evaluating real agentic systems, as they fail to capture long-term reliability, tool usage, planning quality, and recovery from errors in production. Criteo introduced a more rigorous agentic evaluation framework that includes multi-step task completion, error recovery, cost efficiency, and human-aligned success criteria.
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