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Snorkel AI’s RIFT Exposes Hidden Flaws in 83% of AI Benchmark Rubrics

November 3, 2026

AlphaSignal covers Snorkel AI’s RIFT framework, which audits benchmark rubrics using nine named failure modes and flagged hackable rubrics in 83% of 147 public benchmark tasks.

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