Benchmark Watch
Evaluation notes, benchmark interpretation, leaderboard skepticism, and measurement failures.
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The RAG Reliability Gap: Why Retrieval Doesn't Guarantee Truth
RAG is the industry's default answer to hallucination. The research says it's not enough.
The Benchmark Trap: When High Scores Hide Low Readiness
AI benchmarks measure performance in sanitized environments that bear little resemblance to conditions where these systems will actually operate.