Tagged: LLM evaluation
2 articles on llm evaluation.
Product Evals in Three Steps (That You'll Actually Do)
Most teams skip evals because the process feels overwhelming. Here is the three-step framework that makes eval-driven development achievable: label a small dataset, calibrate an LLM evaluator to human judgment, then iterate configs against the harness. No excuses left.
ProductRead more →
Why Your LLM Evaluator Is Lying to You
LLM-as-judge evaluators feel like quality assurance but behave like rubber stamps. They fail hardest on the outputs that matter most — edge cases, safety-critical errors, domain-specific nuance. Here is what to do instead.
EngineeringRead more →