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SSLogic Scales Logic via Agentic Synthesis
π‘Scales logic data 4x autonomously, +5% SynLogic gainsβvital for RLVR reasoning training (72 chars)
β‘ 30-Second TL;DR
What Changed
Proposes SSLogic for RLVR scaling via task-family evolution from 400 to 953 families.
Why It Matters
Advances autonomous dataset scaling for reasoning models, minimizing expert dependency. Offers blueprint for RLVR in formal domains. Delivers consistent benchmark uplifts from evolved data.
What To Do Next
Download arXiv:2602.13218 and implement SSLogic's Repair loop to evolve your RLVR datasets.
Who should care:Researchers & Academics
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Original source: ArXiv AI β