Internal Generation Record
Internal generation metadata: 388 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 2026-08-07T21:51:49.698971+00:00. Generated at 2026-08-07T21:53:13.378063+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 | 2608.06202 |
| 2 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.06105 |
| 3 | identify and reduce safety, jailbreak, and alignment risks | Benchmarks and Evaluation | 2608.05995 |
| 4 | improve code generation, execution feedback, and automated repair | Systems and Deployment | 2608.05863 |
| 5 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.05673 |
| 6 | improve model reasoning, planning, and verification | Vision and Image Generation | 2608.05627 |
| 7 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.05732 |
| 8 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.05571 |
| 9 | make agents use tools and reusable skills more reliably | Speech and Audio | 2608.05495 |
| 10 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.06057 |
| 11 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.05906 |
| 12 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2608.05813 |
| 13 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.05784 |
| 14 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2608.05780 |
| 15 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2608.05745 |
| 16 | make agents use tools and reusable skills more reliably | Systems and Deployment | 2608.05604 |
| 17 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.05519 |
| 18 | improve model reasoning, planning, and verification | Reasoning and Planning | 2608.06347 |
| 19 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.06312 |
| 20 | make RAG retrieval and knowledge-base QA more reliable | Data Engineering | 2608.06288 |
| 21 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.06270 |
| 22 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.06265 |
| 23 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2608.06246 |
| 24 | improve image generation, visual understanding, and controllable rendering | Video Generation | 2608.06231 |
| 25 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.06197 |
| 26 | strengthen multimodal understanding of charts, documents, and visual evidence | Code Intelligence | 2608.06165 |