Internal Generation Record
Internal generation metadata: 281 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 2026-08-17T21:35:25.872809+00:00. Generated at 2026-08-17T21:36:31.532846+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 | Vision and Image Generation | 2608.14085 |
| 2 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.13987 |
| 3 | make RAG retrieval and knowledge-base QA more reliable | Safety and Alignment | 2608.14392 |
| 4 | improve code generation, execution feedback, and automated repair | Robotics and Embodied AI | 2608.14332 |
| 5 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.14312 |
| 7 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2608.14032 |
| 6 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.14266 |
| 8 | improve model reasoning, planning, and verification | Video Generation | 2608.14016 |
| 9 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2608.13939 |
| 10 | make RAG retrieval and knowledge-base QA more reliable | Speech and Audio | 2608.14150 |
| 11 | make agents use tools and reusable skills more reliably | Video Generation | 2608.14082 |
| 12 | improve code generation, execution feedback, and automated repair | Training and Post-training | 2608.13925 |
| 13 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2608.14546 |
| 14 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.14441 |
| 15 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2608.14391 |
| 16 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.14380 |
| 17 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2608.14377 |
| 18 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2608.14262 |
| 19 | improve model reasoning, planning, and verification | Training and Post-training | 2608.14212 |
| 20 | improve model reasoning, planning, and verification | Training and Post-training | 2608.14198 |
| 21 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2608.14179 |
| 22 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2608.14130 |
| 23 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.14109 |
| 24 | improve model reasoning, planning, and verification | Training and Post-training | 2608.14094 |
| 25 | improve model reasoning, planning, and verification | Training and Post-training | 2608.14089 |
| 26 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.14047 |