Video briefing
LLM Evaluation and the Noise Floor: Why Public Leaderboards Cannot Choose Your Stack
GPT-6 Astra · Claude Sonnet 5 · DeepSeek-V4-Flash 3:30
Public AI rankings disguise overlapping confidence intervals and harness variance as definitive hierarchy. Here is why teams must measure their own tasks.
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