Internal Generation Record
Internal generation metadata: 453 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 2026-08-11T21:59:20.987643+00:00. Generated at 2026-08-11T22:11:24.597124+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 | 2608.09408 |
| 2 | make agents use tools and reusable skills more reliably | Reasoning and Planning | 2608.09867 |
| 3 | improve model reasoning, planning, and verification | Data Engineering | 2608.09818 |
| 4 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.09476 |
| 5 | make agents use tools and reusable skills more reliably | Code Intelligence | 2608.09273 |
| 7 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2608.09240 |
| 6 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.09270 |
| 8 | use benchmarks and evaluations to expose model weaknesses | Systems and Deployment | 2608.09225 |
| 9 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.09146 |
| 10 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.09097 |
| 11 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2608.09028 |
| 12 | improve image generation, visual understanding, and controllable rendering | Training and Post-training | 2608.09590 |
| 13 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2608.09529 |
| 14 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.09507 |
| 15 | make RAG retrieval and knowledge-base QA more reliable | Robotics and Embodied AI | 2608.09448 |
| 16 | improve model reasoning, planning, and verification | Retrieval and RAG | 2608.09393 |
| 17 | make RAG retrieval and knowledge-base QA more reliable | Robotics and Embodied AI | 2608.09303 |
| 18 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2608.09302 |
| 19 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.09930 |
| 20 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.09928 |
| 21 | improve model reasoning, planning, and verification | Retrieval and RAG | 2608.09908 |
| 22 | strengthen multimodal understanding of charts, documents, and visual evidence | Systems and Deployment | 2608.09907 |
| 23 | identify and reduce safety, jailbreak, and alignment risks | Benchmarks and Evaluation | 2608.09900 |
| 24 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.09885 |
| 25 | improve model reasoning, planning, and verification | Training and Post-training | 2608.09836 |
| 26 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.09828 |