Internal Generation Record
Internal generation metadata: 386 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 2026-06-28T22:12:24.968220+00:00. Generated at 2026-06-28T22:13:38.841432+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 53 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2606.26664 |
| 54 | make agents use tools and reusable skills more reliably | Video Generation | 2606.26661 |
| 55 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.26649 |
| 56 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2606.26647 |
| 58 | strengthen multimodal understanding of charts, documents, and visual evidence | Systems and Deployment | 2606.26587 |
| 59 | make agents use tools and reusable skills more reliably | Training and Post-training | 2606.26575 |
| 57 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.26627 |
| 60 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2606.26541 |
| 61 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.26518 |
| 62 | improve model reasoning, planning, and verification | Reasoning and Planning | 2606.26487 |
| 63 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2606.26479 |
| 64 | improve image generation, visual understanding, and controllable rendering | Systems and Deployment | 2606.27371 |
| 65 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.27243 |
| 66 | test temporal consistency and motion realism in video generation | Benchmarks and Evaluation | 2606.27226 |
| 67 | make agents use tools and reusable skills more reliably | Training and Post-training | 2606.27163 |
| 68 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.27122 |
| 69 | improve code generation, execution feedback, and automated repair | Vision and Image Generation | 2606.27089 |
| 70 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.27027 |
| 71 | identify and reduce safety, jailbreak, and alignment risks | Systems and Deployment | 2606.27019 |
| 72 | make agents use tools and reusable skills more reliably | Systems and Deployment | 2606.27005 |
| 73 | improve code generation, execution feedback, and automated repair | Code Intelligence | 2606.26987 |
| 74 | improve model reasoning, planning, and verification | Video Generation | 2606.26981 |
| 75 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.26979 |
| 76 | strengthen multimodal understanding of charts, documents, and visual evidence | Speech and Audio | 2606.26968 |
| 77 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2606.26902 |
| 78 | strengthen multimodal understanding of charts, documents, and visual evidence | Training and Post-training | 2606.26901 |