Internal Generation Record
Internal generation metadata: 249 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 2026-07-13T22:04:48.557573+00:00. Generated at 2026-07-13T22:05:48.944011+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 | Multimodal Models | 2607.09492 |
| 2 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2607.09443 |
| 3 | strengthen multimodal understanding of charts, documents, and visual evidence | Video Generation | 2607.09417 |
| 4 | test temporal consistency and motion realism in video generation | Systems and Deployment | 2607.09259 |
| 5 | improve model reasoning, planning, and verification | Robotics and Embodied AI | 2607.09185 |
| 8 | make RAG retrieval and knowledge-base QA more reliable | Speech and Audio | 2607.09530 |
| 6 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2607.09143 |
| 7 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.09623 |
| 9 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2607.09520 |
| 10 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2607.09507 |
| 11 | use benchmarks and evaluations to expose model weaknesses | Benchmarks and Evaluation | 2607.09324 |
| 12 | improve model reasoning, planning, and verification | Training and Post-training | 2607.09287 |
| 13 | improve code generation, execution feedback, and automated repair | Multimodal Models | 2607.09284 |
| 14 | improve code generation, execution feedback, and automated repair | Training and Post-training | 2607.09186 |
| 15 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2607.09126 |
| 16 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2607.09086 |
| 17 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2607.09029 |
| 18 | strengthen multimodal understanding of charts, documents, and visual evidence | Training and Post-training | 2607.09590 |
| 19 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2607.09583 |
| 20 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2607.09526 |
| 21 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.09481 |
| 22 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.09385 |
| 23 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2607.09378 |
| 24 | make agents use tools and reusable skills more reliably | Training and Post-training | 2607.09375 |
| 25 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2607.09236 |
| 26 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2607.09232 |