Internal Generation Record
Internal generation metadata: 374 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 2026-07-14T22:09:13.164543+00:00. Generated at 2026-07-14T22:10:29.515970+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 1 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2607.11257 |
| 2 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.11818 |
| 3 | improve model reasoning, planning, and verification | Retrieval and RAG | 2607.11683 |
| 4 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.11594 |
| 7 | improve model reasoning, planning, and verification | Reasoning and Planning | 2607.11258 |
| 8 | make RAG retrieval and knowledge-base QA more reliable | Vision and Image Generation | 2607.11843 |
| 5 | make agents use tools and reusable skills more reliably | Multimodal Models | 2607.11560 |
| 6 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.11423 |
| 9 | strengthen multimodal understanding of charts, documents, and visual evidence | Training and Post-training | 2607.11838 |
| 10 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.11698 |
| 11 | make RAG retrieval and knowledge-base QA more reliable | Safety and Alignment | 2607.11475 |
| 12 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.11339 |
| 13 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.11168 |
| 14 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2607.11008 |
| 15 | test temporal consistency and motion realism in video generation | Benchmarks and Evaluation | 2607.11212 |
| 16 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.11183 |
| 17 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2607.11097 |
| 18 | make agents use tools and reusable skills more reliably | Code Intelligence | 2607.11042 |
| 19 | make agents use tools and reusable skills more reliably | Multimodal Models | 2607.10990 |
| 20 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2607.11886 |
| 21 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.11862 |
| 22 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2607.11830 |
| 23 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2607.11754 |
| 24 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.11751 |
| 25 | make RAG retrieval and knowledge-base QA more reliable | Vision and Image Generation | 2607.11732 |
| 26 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.11588 |