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 2026-07-10T22:13:31.570034+00:00. Generated at 2026-07-10T22:14:36.301072+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 | Multimodal Models | 2607.08745 |
| 2 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.08497 |
| 3 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.08256 |
| 4 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2607.08013 |
| 8 | improve code generation, execution feedback, and automated repair | Video Generation | 2607.08098 |
| 17 | improve model reasoning, planning, and verification | Interpretability | 2607.08393 |
| 5 | improve model reasoning, planning, and verification | Systems and Deployment | 2607.08529 |
| 6 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2607.08499 |
| 7 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2607.08191 |
| 9 | test temporal consistency and motion realism in video generation | Benchmarks and Evaluation | 2607.08092 |
| 10 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.08085 |
| 11 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.08054 |
| 12 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.08741 |
| 13 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.08729 |
| 14 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.08665 |
| 15 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2607.08601 |
| 16 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.08504 |
| 18 | improve code generation, execution feedback, and automated repair | Data Engineering | 2607.08374 |
| 19 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2607.08347 |
| 20 | make RAG retrieval and knowledge-base QA more reliable | Speech and Audio | 2607.08208 |
| 21 | improve code generation, execution feedback, and automated repair | Systems and Deployment | 2607.08077 |
| 22 | strengthen multimodal understanding of charts, documents, and visual evidence | Systems and Deployment | 2607.08029 |
| 23 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.08772 |
| 24 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2607.08770 |
| 25 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.08768 |
| 26 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.08705 |