Internal Generation Record
Internal generation metadata: 355 candidate papers.
Generation Record
This page preserves selected papers, candidate scale, and source-date metadata for traceability. The page only changes presentation, not selected papers, ordering, or counts.
Internal generation record. Fetched at 2026-07-29T22:09:13.270000+00:00. Generated at 2026-07-29T22:10:36.218453+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 1 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2607.25641 |
| 2 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2607.25926 |
| 3 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2607.25778 |
| 4 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.25524 |
| 5 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2607.25503 |
| 7 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2607.25465 |
| 6 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2607.25487 |
| 8 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.25379 |
| 9 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.25283 |
| 10 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.25210 |
| 11 | improve model reasoning, planning, and verification | Code Intelligence | 2607.25996 |
| 12 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2607.25948 |
| 13 | make RAG retrieval and knowledge-base QA more reliable | Robotics and Embodied AI | 2607.25912 |
| 14 | make RAG retrieval and knowledge-base QA more reliable | Code Intelligence | 2607.25543 |
| 15 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.25415 |
| 16 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.26042 |
| 17 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2607.26000 |
| 18 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2607.25992 |
| 19 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.25947 |
| 20 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.25886 |
| 21 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2607.25857 |
| 22 | improve model reasoning, planning, and verification | Training and Post-training | 2607.25823 |
| 23 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2607.25794 |
| 24 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2607.25791 |
| 25 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.25765 |
| 26 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.25754 |