Internal Generation Record
Internal generation metadata: 321 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 2026-07-24T22:15:37.712478+00:00. Generated at 2026-07-24T22:16:58.592304+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 | Agents and Tool Use | 2607.21518 |
| 2 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.21471 |
| 3 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2607.21384 |
| 4 | improve code generation, execution feedback, and automated repair | Vision and Image Generation | 2607.21591 |
| 6 | improve model reasoning, planning, and verification | Multimodal Models | 2607.21401 |
| 11 | improve code generation, execution feedback, and automated repair | Code Intelligence | 2607.21197 |
| 5 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.21482 |
| 7 | make agents use tools and reusable skills more reliably | Vision and Image Generation | 2607.21371 |
| 8 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.20911 |
| 9 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2607.20903 |
| 10 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.21281 |
| 12 | make RAG retrieval and knowledge-base QA more reliable | Safety and Alignment | 2607.21151 |
| 13 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2607.21042 |
| 14 | make RAG retrieval and knowledge-base QA more reliable | Data Engineering | 2607.21526 |
| 15 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2607.21496 |
| 16 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.21495 |
| 17 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.21412 |
| 18 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2607.21332 |
| 19 | make agents use tools and reusable skills more reliably | Training and Post-training | 2607.21326 |
| 20 | improve model reasoning, planning, and verification | Training and Post-training | 2607.21291 |
| 21 | make RAG retrieval and knowledge-base QA more reliable | Vision and Image Generation | 2607.21243 |
| 22 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.21217 |
| 23 | improve image generation, visual understanding, and controllable rendering | Benchmarks and Evaluation | 2607.21137 |
| 24 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2607.21076 |
| 25 | improve model reasoning, planning, and verification | Reasoning and Planning | 2607.21074 |
| 26 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2607.21069 |