Internal Generation Record
Internal generation metadata: 511 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 2026-08-04T22:19:41.919165+00:00. Generated at 2026-08-04T22:21:29.525195+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 1 | improve model reasoning, planning, and verification | Multimodal Models | 2608.01906 |
| 2 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.01711 |
| 3 | make RAG retrieval and knowledge-base QA more reliable | Vision and Image Generation | 2608.02495 |
| 4 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2608.02474 |
| 5 | make agents use tools and reusable skills more reliably | Code Intelligence | 2608.02407 |
| 6 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.02396 |
| 7 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2608.02378 |
| 8 | make RAG retrieval and knowledge-base QA more reliable | Data Engineering | 2608.02252 |
| 9 | explain internal representations and behavioral attribution | Benchmarks and Evaluation | 2608.02063 |
| 10 | make agents use tools and reusable skills more reliably | Code Intelligence | 2608.02018 |
| 11 | strengthen multimodal understanding of charts, documents, and visual evidence | Training and Post-training | 2608.01835 |
| 12 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.01742 |
| 13 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2608.02599 |
| 14 | identify and reduce safety, jailbreak, and alignment risks | Benchmarks and Evaluation | 2608.02271 |
| 15 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2608.02189 |
| 16 | make agents use tools and reusable skills more reliably | Video Generation | 2608.02188 |
| 17 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.02001 |
| 18 | make RAG retrieval and knowledge-base QA more reliable | Vision and Image Generation | 2608.01988 |
| 19 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.01868 |
| 20 | improve model reasoning, planning, and verification | Retrieval and RAG | 2608.01783 |
| 21 | strengthen multimodal understanding of charts, documents, and visual evidence | Vision and Image Generation | 2608.01661 |
| 22 | make RAG retrieval and knowledge-base QA more reliable | Code Intelligence | 2608.01563 |
| 23 | make agents use tools and reusable skills more reliably | Interpretability | 2608.02585 |
| 24 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.02508 |
| 25 | make agents use tools and reusable skills more reliably | Code Intelligence | 2608.02499 |
| 26 | make RAG retrieval and knowledge-base QA more reliable | Safety and Alignment | 2608.02491 |