Internal Generation Record
Internal generation metadata: 363 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 2026-08-14T21:35:57.431751+00:00. Generated at 2026-08-14T21:37:17.912203+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 1 | make agents use tools and reusable skills more reliably | Safety and Alignment | 2608.13190 |
| 2 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.13389 |
| 3 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2608.12748 |
| 4 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2608.13410 |
| 6 | improve code generation, execution feedback, and automated repair | Video Generation | 2608.13064 |
| 9 | make agents use tools and reusable skills more reliably | Code Intelligence | 2608.12851 |
| 5 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2608.13309 |
| 7 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.13060 |
| 8 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2608.13045 |
| 10 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.12805 |
| 11 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2608.12766 |
| 12 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.13560 |
| 13 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2608.13426 |
| 14 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.13420 |
| 15 | make RAG retrieval and knowledge-base QA more reliable | Safety and Alignment | 2608.13345 |
| 16 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2608.13050 |
| 17 | test temporal consistency and motion realism in video generation | Data Engineering | 2608.12986 |
| 18 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.12847 |
| 19 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.12831 |
| 20 | test temporal consistency and motion realism in video generation | Safety and Alignment | 2608.12821 |
| 21 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.12820 |
| 22 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.13552 |
| 23 | make agents use tools and reusable skills more reliably | Code Intelligence | 2608.13522 |
| 24 | make agents use tools and reusable skills more reliably | Training and Post-training | 2608.13495 |
| 25 | make agents use tools and reusable skills more reliably | Code Intelligence | 2608.13476 |
| 26 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.13448 |