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 2026-07-17T22:03:08.237268+00:00. Generated at 2026-07-17T22:04:29.564941+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 1 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.15216 |
| 2 | strengthen multimodal understanding of charts, documents, and visual evidence | Robotics and Embodied AI | 2607.15275 |
| 3 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2607.15058 |
| 4 | make RAG retrieval and knowledge-base QA more reliable | Robotics and Embodied AI | 2607.15036 |
| 5 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2607.14974 |
| 6 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.14896 |
| 7 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.14865 |
| 8 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.14684 |
| 9 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.14611 |
| 10 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2607.14521 |
| 11 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2607.14499 |
| 12 | improve image generation, visual understanding, and controllable rendering | Systems and Deployment | 2607.14807 |
| 13 | make agents use tools and reusable skills more reliably | Data Engineering | 2607.14727 |
| 14 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.14573 |
| 15 | make agents use tools and reusable skills more reliably | Code Intelligence | 2607.14570 |
| 16 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2607.14568 |
| 17 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.15263 |
| 18 | improve model reasoning, planning, and verification | Multimodal Models | 2607.15255 |
| 19 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2607.15247 |
| 20 | make RAG retrieval and knowledge-base QA more reliable | Safety and Alignment | 2607.15207 |
| 21 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.15205 |
| 22 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.15190 |
| 23 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2607.15176 |
| 24 | make agents use tools and reusable skills more reliably | Training and Post-training | 2607.15095 |
| 25 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.15094 |
| 26 | improve code generation, execution feedback, and automated repair | Safety and Alignment | 2607.14945 |