Internal Generation Record
Internal generation metadata: 305 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 2026-07-22T22:14:16.213871+00:00. Generated at 2026-07-22T22:15:36.301721+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 | Code Intelligence | 2607.19338 |
| 2 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2607.19171 |
| 3 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.18826 |
| 4 | improve model reasoning, planning, and verification | Reasoning and Planning | 2607.18820 |
| 7 | make RAG retrieval and knowledge-base QA more reliable | Data Engineering | 2607.18875 |
| 9 | make RAG retrieval and knowledge-base QA more reliable | Safety and Alignment | 2607.19292 |
| 5 | improve model reasoning, planning, and verification | Reasoning and Planning | 2607.19194 |
| 6 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.19069 |
| 8 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.18786 |
| 10 | improve model reasoning, planning, and verification | Reasoning and Planning | 2607.19288 |
| 11 | identify and reduce safety, jailbreak, and alignment risks | Safety and Alignment | 2607.19243 |
| 12 | make agents use tools and reusable skills more reliably | Training and Post-training | 2607.19191 |
| 13 | strengthen multimodal understanding of charts, documents, and visual evidence | Vision and Image Generation | 2607.19064 |
| 14 | make agents use tools and reusable skills more reliably | Data Engineering | 2607.19036 |
| 15 | strengthen multimodal understanding of charts, documents, and visual evidence | Training and Post-training | 2607.18966 |
| 16 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2607.18912 |
| 17 | make agents use tools and reusable skills more reliably | Data Engineering | 2607.18642 |
| 18 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.18602 |
| 19 | improve model reasoning, planning, and verification | Multimodal Models | 2607.19341 |
| 20 | make agents use tools and reusable skills more reliably | Training and Post-training | 2607.19339 |
| 21 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.19336 |
| 22 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2607.19322 |
| 23 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.19321 |
| 24 | make agents use tools and reusable skills more reliably | Interpretability | 2607.19317 |
| 25 | improve model reasoning, planning, and verification | Training and Post-training | 2607.19219 |
| 26 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.19190 |