视频选题榜 2026-09-12

• https://arxiv.org/abs/2609.11699 · Negative Self-Distillation: Learning to Reason by Avoiding Flaws · 负自蒸馏,主动远离粗心推理,反 OPSD 性能退化 · round=R1
• https://arxiv.org/abs/2609.11294 · Memory Compression for High-Fanout Agent Sandboxes · 高扇出沙箱内存压缩 8.7×,把压缩从 OS 内核活儿变成 OS × Agent 调度协同活儿 · round=R2
• https://arxiv.org/abs/2609.10539 · IdeaAMBIG: Benchmarking Implementation-Critical Gaps in Research-Idea Specifications · 研究 idea 方法规范 9.6% 定位瓶颈 · round=R3