Internal Generation Record
Internal generation metadata: 503 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 2026-08-05T22:18:05.818885+00:00. Generated at 2026-08-05T22:19:55.765341+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 | Data Engineering | 2608.03695 |
| 2 | identify and reduce safety, jailbreak, and alignment risks | Benchmarks and Evaluation | 2608.03659 |
| 3 | improve code generation, execution feedback, and automated repair | Video Generation | 2608.03974 |
| 4 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.03926 |
| 7 | test temporal consistency and motion realism in video generation | Safety and Alignment | 2608.03063 |
| 8 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2608.03899 |
| 5 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.03764 |
| 6 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.03451 |
| 9 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.03708 |
| 10 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.03581 |
| 11 | improve code generation, execution feedback, and automated repair | Training and Post-training | 2608.03929 |
| 12 | improve model reasoning, planning, and verification | Safety and Alignment | 2608.03745 |
| 13 | identify and reduce safety, jailbreak, and alignment risks | Safety and Alignment | 2608.03662 |
| 14 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.03584 |
| 15 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.03501 |
| 16 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2608.03461 |
| 17 | improve model reasoning, planning, and verification | Reasoning and Planning | 2608.03450 |
| 18 | make RAG retrieval and knowledge-base QA more reliable | Vision and Image Generation | 2608.03284 |
| 19 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2608.03276 |
| 20 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2608.03247 |
| 21 | improve code generation, execution feedback, and automated repair | Training and Post-training | 2608.03100 |
| 22 | improve image generation, visual understanding, and controllable rendering | Training and Post-training | 2608.03046 |
| 23 | improve model reasoning, planning, and verification | Reasoning and Planning | 2608.03016 |
| 24 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.02995 |
| 25 | strengthen multimodal understanding of charts, documents, and visual evidence | Training and Post-training | 2608.04010 |
| 26 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.04007 |