Internal Generation Record
Internal generation metadata: 240 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 2026-07-27T22:15:02.212989+00:00. Generated at 2026-07-27T22:16:14.229938+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 1 | improve model reasoning, planning, and verification | Data Engineering | 2607.22077 |
| 2 | make agents use tools and reusable skills more reliably | Video Generation | 2607.22241 |
| 3 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2607.22231 |
| 4 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2607.22205 |
| 5 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.22078 |
| 8 | strengthen multimodal understanding of charts, documents, and visual evidence | Code Intelligence | 2607.22016 |
| 6 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.21973 |
| 7 | make agents use tools and reusable skills more reliably | Data Engineering | 2607.22445 |
| 9 | improve code generation, execution feedback, and automated repair | Code Intelligence | 2607.21971 |
| 10 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2607.21951 |
| 11 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.22529 |
| 12 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.22511 |
| 13 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.22422 |
| 14 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.22375 |
| 15 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2607.22356 |
| 16 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2607.22293 |
| 17 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2607.22264 |
| 18 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.22182 |
| 19 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.22165 |
| 20 | improve image generation, visual understanding, and controllable rendering | Reasoning and Planning | 2607.22091 |
| 21 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.22083 |
| 22 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.22042 |
| 23 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.22024 |
| 24 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.22014 |
| 25 | improve model reasoning, planning, and verification | Reasoning and Planning | 2607.22013 |
| 26 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2607.21970 |