Internal Generation Record
Internal generation metadata: 436 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 2026-09-15T23:30:34.094303+00:00. Generated at 2026-09-15T23:32:11.727106+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 | Agents and Tool Use | 2609.15915 |
| 2 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.15494 |
| 3 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2609.15396 |
| 4 | improve model reasoning, planning, and verification | Retrieval and RAG | 2609.15234 |
| 7 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2609.15975 |
| 10 | improve model reasoning, planning, and verification | Systems and Deployment | 2609.15046 |
| 5 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.15096 |
| 6 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2609.14885 |
| 8 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.15939 |
| 9 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2609.15745 |
| 11 | make agents use tools and reusable skills more reliably | Reasoning and Planning | 2609.15983 |
| 12 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2609.15883 |
| 13 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2609.15685 |
| 14 | improve code generation, execution feedback, and automated repair | Multimodal Models | 2609.15639 |
| 15 | make agents use tools and reusable skills more reliably | Video Generation | 2609.15606 |
| 16 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.15217 |
| 17 | make agents use tools and reusable skills more reliably | Code Intelligence | 2609.15029 |
| 18 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.14987 |
| 19 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2609.14969 |
| 20 | make agents use tools and reusable skills more reliably | Reasoning and Planning | 2609.15989 |
| 21 | test temporal consistency and motion realism in video generation | Training and Post-training | 2609.15886 |
| 22 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2609.15830 |
| 23 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.15818 |
| 24 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.15803 |
| 25 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2609.15794 |
| 26 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.15779 |