Internal Generation Record
Internal generation metadata: 326 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 2026-07-18T22:02:06.507283+00:00. Generated at 2026-07-18T22:03:31.359948+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 27 | improve image generation, visual understanding, and controllable rendering | Benchmarks and Evaluation | 2607.14932 |
| 28 | identify and reduce safety, jailbreak, and alignment risks | Benchmarks and Evaluation | 2607.14888 |
| 29 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.14777 |
| 30 | make agents use tools and reusable skills more reliably | Multimodal Models | 2607.14756 |
| 31 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2607.14747 |
| 35 | improve model reasoning, planning, and verification | Training and Post-training | 2607.14682 |
| 32 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.14737 |
| 33 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.14703 |
| 34 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2607.14683 |
| 36 | use benchmarks and evaluations to expose model weaknesses | Benchmarks and Evaluation | 2607.14673 |
| 37 | improve model reasoning, planning, and verification | Systems and Deployment | 2607.14661 |
| 38 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.14660 |
| 39 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.14658 |
| 40 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.14651 |
| 41 | make agents use tools and reusable skills more reliably | Multimodal Models | 2607.14631 |
| 42 | improve model reasoning, planning, and verification | Reasoning and Planning | 2607.14628 |
| 43 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.14613 |
| 44 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.14604 |
| 45 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2607.14587 |
| 46 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.14561 |
| 47 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.14544 |
| 48 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.14543 |
| 49 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.14514 |
| 50 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2607.14510 |
| 51 | improve code generation, execution feedback, and automated repair | Safety and Alignment | 2607.14480 |
| 52 | make RAG retrieval and knowledge-base QA more reliable | Data Engineering | 2607.15265 |