Internal Generation Record
Internal generation metadata: 267 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 2026-07-20T22:09:50.733093+00:00. Generated at 2026-07-20T22:11:00.372177+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 1 | improve model reasoning, planning, and verification | Reasoning and Planning | 2607.15589 |
| 2 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.16156 |
| 3 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.16038 |
| 4 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.15781 |
| 5 | make agents use tools and reusable skills more reliably | Video Generation | 2607.15699 |
| 6 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2607.16031 |
| 7 | improve code generation, execution feedback, and automated repair | Code Intelligence | 2607.15889 |
| 8 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.15880 |
| 9 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2607.15851 |
| 10 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2607.15779 |
| 11 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2607.15619 |
| 12 | make agents use tools and reusable skills more reliably | Systems and Deployment | 2607.15516 |
| 13 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.16189 |
| 14 | test temporal consistency and motion realism in video generation | Systems and Deployment | 2607.16154 |
| 15 | improve code generation, execution feedback, and automated repair | Code Intelligence | 2607.16127 |
| 16 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.16066 |
| 17 | make RAG retrieval and knowledge-base QA more reliable | Code Intelligence | 2607.16012 |
| 18 | make agents use tools and reusable skills more reliably | Multimodal Models | 2607.15942 |
| 19 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2607.15928 |
| 20 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.15901 |
| 21 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2607.15899 |
| 22 | improve code generation, execution feedback, and automated repair | Systems and Deployment | 2607.15865 |
| 23 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2607.15810 |
| 24 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.15769 |
| 25 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.15768 |
| 26 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.15766 |