Internal Generation Record
Internal generation metadata: 469 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 2026-08-01T22:06:42.596974+00:00. Generated at 2026-08-01T22:08:20.307278+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 27 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.28627 |
| 28 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.28609 |
| 29 | improve model reasoning, planning, and verification | Safety and Alignment | 2607.28607 |
| 30 | improve model reasoning, planning, and verification | Reasoning and Planning | 2607.28457 |
| 33 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2607.28362 |
| 35 | identify and reduce safety, jailbreak, and alignment risks | Training and Post-training | 2607.28301 |
| 31 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.28437 |
| 32 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.28394 |
| 34 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.28331 |
| 36 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2607.28269 |
| 37 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2607.28263 |
| 38 | improve code generation, execution feedback, and automated repair | Code Intelligence | 2607.28236 |
| 39 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2607.28229 |
| 40 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.28226 |
| 41 | make agents use tools and reusable skills more reliably | Multimodal Models | 2607.28225 |
| 42 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2607.28211 |
| 43 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.28187 |
| 44 | make agents use tools and reusable skills more reliably | Speech and Audio | 2607.28175 |
| 45 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.28146 |
| 46 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.28135 |
| 47 | improve model reasoning, planning, and verification | Retrieval and RAG | 2607.28126 |
| 48 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2607.28058 |
| 49 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.28055 |
| 50 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.28045 |
| 51 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.28037 |
| 52 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2607.28006 |