Internal Generation Record
Internal generation metadata: 291 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 2026-08-21T21:35:03.958590+00:00. Generated at 2026-08-21T21:36:14.085131+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 | Systems and Deployment | 2608.19920 |
| 2 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.20317 |
| 3 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.19957 |
| 4 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.19741 |
| 8 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2608.19788 |
| 11 | make RAG retrieval and knowledge-base QA more reliable | Data Engineering | 2608.20218 |
| 5 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.19964 |
| 6 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.19938 |
| 7 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.19854 |
| 9 | test temporal consistency and motion realism in video generation | Systems and Deployment | 2608.19758 |
| 10 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2608.19535 |
| 12 | make agents use tools and reusable skills more reliably | Safety and Alignment | 2608.20129 |
| 13 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.20106 |
| 14 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2608.20053 |
| 15 | improve model reasoning, planning, and verification | Multimodal Models | 2608.20026 |
| 16 | improve model reasoning, planning, and verification | Reasoning and Planning | 2608.19802 |
| 17 | identify and reduce safety, jailbreak, and alignment risks | Training and Post-training | 2608.19748 |
| 18 | make agents use tools and reusable skills more reliably | Code Intelligence | 2608.19674 |
| 19 | improve code generation, execution feedback, and automated repair | Systems and Deployment | 2608.19659 |
| 20 | identify and reduce safety, jailbreak, and alignment risks | Benchmarks and Evaluation | 2608.20338 |
| 21 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.20318 |
| 22 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2608.20281 |
| 23 | improve model reasoning, planning, and verification | Reasoning and Planning | 2608.20237 |
| 24 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.20208 |
| 25 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.20201 |
| 26 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2608.20127 |