Internal Generation Record
Internal generation metadata: 468 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 2026-09-19T22:56:40.284715+00:00. Generated at 2026-09-19T22:58:19.659504+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 27 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.20625 |
| 28 | improve model reasoning, planning, and verification | Retrieval and RAG | 2609.20563 |
| 29 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2609.20419 |
| 30 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2609.20412 |
| 31 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2609.20123 |
| 32 | strengthen multimodal understanding of charts, documents, and visual evidence | Systems and Deployment | 2609.20068 |
| 33 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2609.20066 |
| 34 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.20050 |
| 35 | make agents use tools and reusable skills more reliably | Multimodal Models | 2609.20012 |
| 36 | test temporal consistency and motion realism in video generation | Benchmarks and Evaluation | 2609.19989 |
| 37 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2609.19928 |
| 38 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.19892 |
| 39 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2609.19842 |
| 40 | improve model reasoning, planning, and verification | Multimodal Models | 2609.19812 |
| 41 | make agents use tools and reusable skills more reliably | Training and Post-training | 2609.19778 |
| 42 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2609.19767 |
| 43 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2609.19740 |
| 44 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2609.19695 |
| 45 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2609.19630 |
| 46 | make RAG retrieval and knowledge-base QA more reliable | Robotics and Embodied AI | 2609.19613 |
| 47 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2609.19601 |
| 48 | improve image generation, visual understanding, and controllable rendering | Training and Post-training | 2609.19589 |
| 49 | make agents use tools and reusable skills more reliably | Data Engineering | 2609.19518 |
| 50 | improve code generation, execution feedback, and automated repair | Code Intelligence | 2609.20578 |
| 51 | improve image generation, visual understanding, and controllable rendering | Robotics and Embodied AI | 2609.20575 |
| 52 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2609.20389 |