Internal Generation Record
Internal generation metadata: 419 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 2026-06-20T22:20:05.547903+00:00. Generated at 2026-06-20T22:21:35.396751+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 27 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.20002 |
| 28 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2606.19887 |
| 29 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2606.20527 |
| 30 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2606.20523 |
| 34 | improve image generation, visual understanding, and controllable rendering | Systems and Deployment | 2606.20404 |
| 35 | strengthen multimodal understanding of charts, documents, and visual evidence | Vision and Image Generation | 2606.20382 |
| 31 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.20520 |
| 32 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2606.20506 |
| 33 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2606.20408 |
| 36 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.20376 |
| 37 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2606.20255 |
| 38 | strengthen multimodal understanding of charts, documents, and visual evidence | Training and Post-training | 2606.20246 |
| 39 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2606.20235 |
| 40 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.20223 |
| 41 | improve code generation, execution feedback, and automated repair | Speech and Audio | 2606.20179 |
| 42 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.20164 |
| 43 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2606.20156 |
| 44 | make RAG retrieval and knowledge-base QA more reliable | Speech and Audio | 2606.20106 |
| 45 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.20023 |
| 46 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2606.19988 |
| 47 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2606.19948 |
| 48 | improve model reasoning, planning, and verification | Multimodal Models | 2606.19944 |
| 49 | improve code generation, execution feedback, and automated repair | Data Engineering | 2606.19935 |
| 50 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2606.19934 |
| 51 | make agents use tools and reusable skills more reliably | Training and Post-training | 2606.19927 |
| 52 | strengthen multimodal understanding of charts, documents, and visual evidence | Robotics and Embodied AI | 2606.19914 |