Internal Generation Record
Internal generation metadata: 330 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 2026-08-31T16:54:46.951074+00:00. Generated at 2026-08-31T16:56:04.599130+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 1 | test temporal consistency and motion realism in video generation | Benchmarks and Evaluation | 2608.28405 |
| 2 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.28345 |
| 3 | improve code generation, execution feedback, and automated repair | Systems and Deployment | 2608.28033 |
| 4 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.27856 |
| 5 | improve model reasoning, planning, and verification | Code Intelligence | 2608.28300 |
| 6 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2608.28248 |
| 7 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2608.28145 |
| 8 | improve code generation, execution feedback, and automated repair | Vision and Image Generation | 2608.28082 |
| 9 | improve model reasoning, planning, and verification | Data Engineering | 2608.27974 |
| 10 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2608.27950 |
| 11 | make RAG retrieval and knowledge-base QA more reliable | Safety and Alignment | 2608.27945 |
| 12 | test temporal consistency and motion realism in video generation | Benchmarks and Evaluation | 2608.27940 |
| 13 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.27912 |
| 14 | identify and reduce safety, jailbreak, and alignment risks | Benchmarks and Evaluation | 2608.28508 |
| 15 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.28475 |
| 16 | strengthen multimodal understanding of charts, documents, and visual evidence | Training and Post-training | 2608.28455 |
| 17 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.28439 |
| 18 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2608.28288 |
| 19 | improve code generation, execution feedback, and automated repair | Training and Post-training | 2608.28009 |
| 20 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2608.27873 |
| 21 | improve code generation, execution feedback, and automated repair | Data Engineering | 2608.27860 |
| 22 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.28490 |
| 23 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2608.28478 |
| 24 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.28476 |
| 25 | make agents use tools and reusable skills more reliably | Data Engineering | 2608.28453 |
| 26 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.28411 |