Introduces ARA as a four-layer machine-executable research package and reports benchmark gains in agent QA accuracy and reproduction success.
Single CNN encoder per policy; new encoder initialized with weights of the previous one
1 Pith paper cite this work. Polarity classification is still indexing.
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2026 1verdicts
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The Last Human-Written Paper: Agent-Native Research Artifacts
Introduces ARA as a four-layer machine-executable research package and reports benchmark gains in agent QA accuracy and reproduction success.