Internal Generation Record
Internal generation metadata: 399 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 2026-08-28T17:13:13.691032+00:00. Generated at 2026-08-28T17:14:33.211065+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 | Benchmarks and Evaluation | 2608.26867 |
| 2 | test temporal consistency and motion realism in video generation | Benchmarks and Evaluation | 2608.26649 |
| 3 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.27348 |
| 4 | improve code generation, execution feedback, and automated repair | Video Generation | 2608.26971 |
| 6 | improve code generation, execution feedback, and automated repair | Data Engineering | 2608.26779 |
| 7 | test temporal consistency and motion realism in video generation | Training and Post-training | 2608.26655 |
| 5 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2608.26832 |
| 8 | improve code generation, execution feedback, and automated repair | Speech and Audio | 2608.27360 |
| 9 | make RAG retrieval and knowledge-base QA more reliable | Data Engineering | 2608.26848 |
| 10 | strengthen multimodal understanding of charts, documents, and visual evidence | Training and Post-training | 2608.26806 |
| 11 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.26753 |
| 12 | improve code generation, execution feedback, and automated repair | Code Intelligence | 2608.26618 |
| 13 | improve model reasoning, planning, and verification | Reasoning and Planning | 2608.26550 |
| 14 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2608.26517 |
| 15 | make agents use tools and reusable skills more reliably | Code Intelligence | 2608.27442 |
| 16 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.27439 |
| 17 | make RAG retrieval and knowledge-base QA more reliable | Robotics and Embodied AI | 2608.27407 |
| 18 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.27334 |
| 19 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.27311 |
| 20 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2608.27239 |
| 21 | improve model reasoning, planning, and verification | Code Intelligence | 2608.27206 |
| 22 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.27190 |
| 23 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.27181 |
| 24 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.27178 |
| 25 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.27169 |
| 26 | make agents use tools and reusable skills more reliably | Data Engineering | 2608.27150 |