MemCoder: Structured Memory from Commit History Hits 77.8% SWE-bench Verified

Shared entities / Same source / Shared topic

Review Beats Planning: Dual-Model Interaction Achieves 90.2% Pass@1 for Code Synthesis

Both cover MemCoder, SOTA, SWE, Verified; cite the same source (Source); overlapping topics (beat, code, feedback).

Shared entities / Same source domain / Shared topic / What happened next

SWE-bench Verified is leaking answers, and 60.8% of the "solved" issues prove it

Both cover SWE, Verified; reported by the same outlet (arxiv.org); overlapping topics (agent, swe-bench, verified).

Ouroboros has been live-evolving in public for 161 days and claims SOTA on three benchmarks.

Both cover SOTA, Verified; reported by the same outlet (arxiv.org); overlapping topics (agent, commit).

PMCoder resolves 25 more SWE-bench Verified cases

Both cover SWE, Verified; reported by the same outlet (arxiv.org); overlapping topics (agent, memory).

Execution Ledger Lifts SWE-bench Pass Rate 56% to 64%

Both cover SWE, Verified; reported by the same outlet (arxiv.org); overlapping topics (agent, history).

Coding agents lose 7.7 points when you edit files mid-task

Both cover SWE, Verified; reported by the same outlet (arxiv.org); overlapping topics (agent, code).

STAIR hits 81.2% on SWE-bench by reusing old fixes

Both cover SWE, Verified; reported by the same outlet (arxiv.org); overlapping topics (agent, beat).

46% of Passing Agent Tests Prove Nothing, Paper Finds

Both cover SWE, Verified; reported by the same outlet (arxiv.org); overlapping topics (agent, code).