Internal Generation Record
Internal generation metadata: 469 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 2026-07-31T22:13:25.341026+00:00. Generated at 2026-07-31T22:14:59.993695+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 | Video Generation | 2607.27760 |
| 2 | make agents use tools and reusable skills more reliably | Systems and Deployment | 2607.28196 |
| 3 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.28587 |
| 4 | make agents use tools and reusable skills more reliably | Training and Post-training | 2607.28568 |
| 5 | improve model reasoning, planning, and verification | Reasoning and Planning | 2607.28451 |
| 6 | improve code generation, execution feedback, and automated repair | Code Intelligence | 2607.28422 |
| 7 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.28033 |
| 8 | make agents use tools and reusable skills more reliably | Safety and Alignment | 2607.27849 |
| 9 | test temporal consistency and motion realism in video generation | Training and Post-training | 2607.28623 |
| 10 | make agents use tools and reusable skills more reliably | Code Intelligence | 2607.28591 |
| 11 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2607.28581 |
| 12 | identify and reduce safety, jailbreak, and alignment risks | Vision and Image Generation | 2607.28483 |
| 13 | improve code generation, execution feedback, and automated repair | Systems and Deployment | 2607.28144 |
| 14 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2607.28087 |
| 15 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2607.27902 |
| 16 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2607.28565 |
| 17 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.28399 |
| 18 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.28367 |
| 19 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2607.28271 |
| 20 | improve code generation, execution feedback, and automated repair | Systems and Deployment | 2607.27990 |
| 21 | strengthen multimodal understanding of charts, documents, and visual evidence | Safety and Alignment | 2607.27917 |
| 22 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2607.27913 |
| 23 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.27773 |
| 24 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.27690 |
| 25 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.27687 |
| 26 | improve code generation, execution feedback, and automated repair | Code Intelligence | 2607.27568 |