Internal Generation Record
Internal generation metadata: 357 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 2026-08-10T21:53:32.236308+00:00. Generated at 2026-08-10T21:55:07.789229+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 | 2608.07446 |
| 2 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2608.07226 |
| 3 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.06948 |
| 4 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.07333 |
| 8 | make agents use tools and reusable skills more reliably | Video Generation | 2608.07014 |
| 11 | test temporal consistency and motion realism in video generation | Training and Post-training | 2608.06792 |
| 5 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2608.07299 |
| 6 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.07167 |
| 7 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.07068 |
| 9 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.07006 |
| 10 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.06909 |
| 12 | improve code generation, execution feedback, and automated repair | Safety and Alignment | 2608.07430 |
| 13 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2608.07340 |
| 14 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2608.07274 |
| 15 | improve code generation, execution feedback, and automated repair | Data Engineering | 2608.07192 |
| 16 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2608.07088 |
| 17 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.07018 |
| 18 | improve code generation, execution feedback, and automated repair | Code Intelligence | 2608.06723 |
| 19 | make agents use tools and reusable skills more reliably | Code Intelligence | 2608.07440 |
| 20 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.07418 |
| 21 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.07346 |
| 22 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.07335 |
| 23 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2608.07213 |
| 24 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2608.07183 |
| 25 | make agents use tools and reusable skills more reliably | Vision and Image Generation | 2608.07176 |
| 26 | improve model reasoning, planning, and verification | Robotics and Embodied AI | 2608.07154 |