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A single AI leaderboard score hides the part that may be changing: the harness

This story is from 2026-08-21. It is preserved in the archive; the latest stories are on the live feed.

Model leaderboards are easy to read when the model is the only thing being tested. Agent benchmarks are messier: skills, tools, permissions, data access, and the evaluation window can all change the behavior that gets scored. Questflow makes that problem unusually visible. It is a financial-intelli…

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  1. 2026-08-21 09:30 · r/ArtificialInteligence
    A single AI leaderboard score hides the part that may be changing: the harness

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