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cs.AI 1

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2026 1

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CONDITIONAL 1

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Knows: Agent-Native Structured Research Representations

cs.AI · 2026-04-19 · conditional · novelty 7.0

Knows uses a YAML sidecar specification to provide structured, agent-consumable representations of research papers, yielding large accuracy gains for small LLMs on comprehension tasks and rapid community adoption via a public hub.

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  • Knows: Agent-Native Structured Research Representations cs.AI · 2026-04-19 · conditional · none · ref 12

    Knows uses a YAML sidecar specification to provide structured, agent-consumable representations of research papers, yielding large accuracy gains for small LLMs on comprehension tasks and rapid community adoption via a public hub.