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 2026-07-11T22:02:31.917746+00:00. Generated at 2026-07-11T22:03:45.996790+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 27 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.08691 |
| 28 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.08681 |
| 29 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2607.08605 |
| 30 | improve image generation, visual understanding, and controllable rendering | Benchmarks and Evaluation | 2607.08515 |
| 36 | make agents use tools and reusable skills more reliably | Data Engineering | 2607.08375 |
| 37 | improve image generation, visual understanding, and controllable rendering | Training and Post-training | 2607.08368 |
| 31 | improve model reasoning, planning, and verification | Multimodal Models | 2607.08503 |
| 32 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.08434 |
| 33 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.08423 |
| 34 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.08397 |
| 35 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.08395 |
| 38 | improve model reasoning, planning, and verification | Multimodal Models | 2607.08359 |
| 39 | improve code generation, execution feedback, and automated repair | Retrieval and RAG | 2607.08332 |
| 40 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.08284 |
| 41 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.08282 |
| 42 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2607.08267 |
| 43 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.08257 |
| 44 | strengthen multimodal understanding of charts, documents, and visual evidence | Training and Post-training | 2607.08194 |
| 45 | make agents use tools and reusable skills more reliably | Training and Post-training | 2607.08182 |
| 46 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.08164 |
| 47 | make RAG retrieval and knowledge-base QA more reliable | Data Engineering | 2607.08122 |
| 48 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.08093 |
| 49 | make agents use tools and reusable skills more reliably | Data Engineering | 2607.08080 |
| 50 | make agents use tools and reusable skills more reliably | Training and Post-training | 2607.08072 |
| 51 | make agents use tools and reusable skills more reliably | Safety and Alignment | 2607.08066 |
| 52 | improve model reasoning, planning, and verification | Reasoning and Planning | 2607.08056 |