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The Shrinking Lifespan of LLMs in Science

cs.DL · 2026-04-08 · unverdicted · novelty 7.0

LLM adoption in science follows a compressing inverted-U trajectory where release year predicts time-to-peak and lifespan better than model attributes.

Characterisations of strong $\Delta$-matroids

math.CO · 2026-07-02 · unverdicted · novelty 6.0

Five equivalent characterizations of strong Δ-matroids are given, including novel peerless and isolated antipode conditions that yield new local exchange axioms, motivated by tropical equations from the orthogonal Grassmannian.

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  • The Shrinking Lifespan of LLMs in Science cs.DL · 2026-04-08 · unverdicted · none · ref 8

    LLM adoption in science follows a compressing inverted-U trajectory where release year predicts time-to-peak and lifespan better than model attributes.

  • Characterisations of strong $\Delta$-matroids math.CO · 2026-07-02 · unverdicted · none · ref 55

    Five equivalent characterizations of strong Δ-matroids are given, including novel peerless and isolated antipode conditions that yield new local exchange axioms, motivated by tropical equations from the orthogonal Grassmannian.