Internal Generation Record
Internal generation metadata: 402 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 2026-08-18T21:34:33.789772+00:00. Generated at 2026-08-18T21:36:29.266275+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 | 2608.16824 |
| 2 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.16651 |
| 3 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2608.16338 |
| 4 | improve model reasoning, planning, and verification | Multimodal Models | 2608.16263 |
| 5 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2608.16793 |
| 10 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2608.16394 |
| 6 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2608.16643 |
| 7 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2608.16594 |
| 8 | improve model reasoning, planning, and verification | Training and Post-training | 2608.16539 |
| 9 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.16465 |
| 11 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2608.16103 |
| 12 | improve code generation, execution feedback, and automated repair | Vision and Image Generation | 2608.16681 |
| 13 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2608.16622 |
| 14 | make agents use tools and reusable skills more reliably | Video Generation | 2608.16513 |
| 15 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.16411 |
| 16 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.16370 |
| 17 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2608.16332 |
| 18 | strengthen multimodal understanding of charts, documents, and visual evidence | Video Generation | 2608.16201 |
| 19 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.16198 |
| 20 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2608.16185 |
| 21 | improve code generation, execution feedback, and automated repair | Video Generation | 2608.16154 |
| 22 | improve code generation, execution feedback, and automated repair | Video Generation | 2608.16008 |
| 23 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2608.16864 |
| 24 | make agents use tools and reusable skills more reliably | Robotics and Embodied AI | 2608.16837 |
| 25 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2608.16797 |
| 26 | improve image generation, visual understanding, and controllable rendering | Benchmarks and Evaluation | 2608.16786 |