Internal Generation Record
Internal generation metadata: 379 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 2026-09-21T16:24:16.168400+00:00. Generated at 2026-09-21T16:25:33.401964+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 | 2609.22043 |
| 2 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.21859 |
| 3 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2609.21811 |
| 4 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2609.21722 |
| 11 | strengthen multimodal understanding of charts, documents, and visual evidence | Training and Post-training | 2609.21767 |
| 12 | improve code generation, execution feedback, and automated repair | Systems and Deployment | 2609.21713 |
| 5 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.21470 |
| 6 | improve model reasoning, planning, and verification | Multimodal Models | 2609.21402 |
| 7 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2609.21186 |
| 8 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.22000 |
| 9 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2609.21945 |
| 10 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2609.21883 |
| 13 | strengthen multimodal understanding of charts, documents, and visual evidence | Systems and Deployment | 2609.21666 |
| 14 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.21486 |
| 15 | improve code generation, execution feedback, and automated repair | Training and Post-training | 2609.21462 |
| 16 | improve code generation, execution feedback, and automated repair | Training and Post-training | 2609.21227 |
| 17 | improve model reasoning, planning, and verification | Safety and Alignment | 2609.21226 |
| 18 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.22086 |
| 19 | make agents use tools and reusable skills more reliably | Code Intelligence | 2609.22068 |
| 20 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2609.22064 |
| 21 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.22048 |
| 22 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2609.22008 |
| 23 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2609.21938 |
| 24 | make agents use tools and reusable skills more reliably | Code Intelligence | 2609.21887 |
| 25 | make agents use tools and reusable skills more reliably | Multimodal Models | 2609.21879 |
| 26 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.21841 |