Internal Generation Record
Internal generation metadata: 328 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 2026-08-19T21:35:32.908451+00:00. Generated at 2026-08-19T21:37:15.148662+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 1 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.17356 |
| 2 | make agents use tools and reusable skills more reliably | Code Intelligence | 2608.17975 |
| 3 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2608.17760 |
| 4 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.17605 |
| 7 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2608.17829 |
| 14 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2608.18009 |
| 5 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.17571 |
| 6 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.17393 |
| 8 | make agents use tools and reusable skills more reliably | Training and Post-training | 2608.17776 |
| 9 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.17671 |
| 10 | strengthen multimodal understanding of charts, documents, and visual evidence | Training and Post-training | 2608.17564 |
| 11 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2608.17381 |
| 12 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.17293 |
| 13 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2608.18062 |
| 15 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.17994 |
| 16 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2608.17926 |
| 17 | improve image generation, visual understanding, and controllable rendering | Data Engineering | 2608.17799 |
| 18 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.17795 |
| 19 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2608.17723 |
| 20 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.17713 |
| 21 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.17694 |
| 22 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.17684 |
| 23 | make agents use tools and reusable skills more reliably | Safety and Alignment | 2608.17659 |
| 24 | improve model reasoning, planning, and verification | Systems and Deployment | 2608.17657 |
| 25 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2608.17632 |
| 26 | identify and reduce safety, jailbreak, and alignment risks | Benchmarks and Evaluation | 2608.17620 |