PaperAgent

Mar 19, 2026 · Artificial Intelligence

How Scale‑SWE’s Real‑World Software Engineering Dataset Supercharges AI Models

The Scale‑SWE project releases a 100k‑task real software‑engineering dataset built with a sandboxed multi‑agent workflow, demonstrating that models fine‑tuned on this data achieve 64% on SWE‑bench‑Verified and surpass leading industrial baselines, highlighting the critical value of authentic SWE data.