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Frontier models score 3-15% at recovering research ideas from a bibliography. That's worth knowing

This story is from 2026-08-23. It is preserved in the archive; the latest stories are on the live feed.

Amid a month of models designing proteins and topping coding leaderboards, a quieter paper landed that's a useful counterweight: a benchmark called Reconstruction, which measures whether a model can recover a research paper's core idea from its pre-publication bibliography alone. Frontier models sc…

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  1. 2026-08-23 23:16 · DEV Community — Machine Learning
    Frontier models score 3-15% at recovering research ideas from a bibliography. That's worth knowing

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