Internal Generation Record
Internal generation metadata: 292 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 2026-07-23T22:11:47.436558+00:00. Generated at 2026-07-23T22:12:52.624621+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 | Agents and Tool Use | 2607.19653 |
| 2 | test temporal consistency and motion realism in video generation | Benchmarks and Evaluation | 2607.20410 |
| 3 | make RAG retrieval and knowledge-base QA more reliable | Vision and Image Generation | 2607.20238 |
| 4 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.20216 |
| 5 | make agents use tools and reusable skills more reliably | Data Engineering | 2607.20087 |
| 8 | improve model reasoning, planning, and verification | Reasoning and Planning | 2607.20327 |
| 6 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.19834 |
| 7 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.19811 |
| 9 | improve code generation, execution feedback, and automated repair | Systems and Deployment | 2607.20293 |
| 10 | identify and reduce safety, jailbreak, and alignment risks | Benchmarks and Evaluation | 2607.20277 |
| 11 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2607.20239 |
| 12 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.20116 |
| 13 | test temporal consistency and motion realism in video generation | Video Generation | 2607.20086 |
| 14 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.19941 |
| 15 | make agents use tools and reusable skills more reliably | Data Engineering | 2607.19899 |
| 16 | identify and reduce safety, jailbreak, and alignment risks | Systems and Deployment | 2607.19704 |
| 17 | identify and reduce safety, jailbreak, and alignment risks | Systems and Deployment | 2607.19676 |
| 18 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2607.20382 |
| 19 | make agents use tools and reusable skills more reliably | Training and Post-training | 2607.20345 |
| 20 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.20121 |
| 21 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2607.20090 |
| 22 | make agents use tools and reusable skills more reliably | Code Intelligence | 2607.20064 |
| 23 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.19971 |
| 24 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.19967 |
| 25 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2607.19956 |
| 26 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2607.19942 |