Benchmarks are seductive because they produce numbers, and numbers feel like truth. The self-contained harness measures
AI & Automation

Benchmark Skepticism: Where the Model’s Confidence Is Worth Less

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Where the Model’s Confidence Is Worth Less

Benchmarks are seductive because they produce numbers, and numbers feel like truth. The self-contained benchmark harness from S10.7 measures what a model knows at a moment; it does not mea…[truncated]

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