Internal Generation Record
Internal generation metadata: 399 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 2026-08-29T23:15:05.077600+00:00. Generated at 2026-08-29T23:16:30.788282+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 | Training and Post-training | 2608.27147 |
| 28 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.27142 |
| 29 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.27141 |
| 30 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.27127 |
| 31 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2608.27110 |
| 37 | make agents use tools and reusable skills more reliably | Code Intelligence | 2608.26882 |
| 32 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.27086 |
| 33 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.27017 |
| 34 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2608.27004 |
| 35 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.26956 |
| 36 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.26895 |
| 38 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.26846 |
| 39 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2608.26829 |
| 40 | make agents use tools and reusable skills more reliably | Training and Post-training | 2608.26820 |
| 41 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.26807 |
| 42 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.26747 |
| 43 | improve model reasoning, planning, and verification | Multimodal Models | 2608.26744 |
| 44 | improve model reasoning, planning, and verification | Multimodal Models | 2608.26716 |
| 45 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.26706 |
| 46 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.26701 |
| 47 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.26696 |
| 48 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.26623 |
| 49 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.26546 |
| 50 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2608.26535 |
| 51 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2608.26531 |
| 52 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.26529 |