Internal Generation Record
Internal generation metadata: 339 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 2026-07-30T22:16:23.044701+00:00. Generated at 2026-07-30T22:17:40.608292+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 | 2607.26723 |
| 2 | make agents use tools and reusable skills more reliably | Code Intelligence | 2607.27146 |
| 3 | improve model reasoning, planning, and verification | Training and Post-training | 2607.26654 |
| 4 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.26481 |
| 6 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.26791 |
| 8 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2607.26511 |
| 5 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.26368 |
| 7 | make agents use tools and reusable skills more reliably | Code Intelligence | 2607.26710 |
| 9 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2607.26429 |
| 10 | make RAG retrieval and knowledge-base QA more reliable | Robotics and Embodied AI | 2607.27205 |
| 11 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.27194 |
| 12 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.27191 |
| 13 | make agents use tools and reusable skills more reliably | Code Intelligence | 2607.27167 |
| 14 | make agents use tools and reusable skills more reliably | Systems and Deployment | 2607.27132 |
| 15 | identify and reduce safety, jailbreak, and alignment risks | Training and Post-training | 2607.26981 |
| 16 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2607.26843 |
| 17 | improve code generation, execution feedback, and automated repair | Training and Post-training | 2607.26801 |
| 18 | make RAG retrieval and knowledge-base QA more reliable | Code Intelligence | 2607.26503 |
| 19 | improve code generation, execution feedback, and automated repair | Systems and Deployment | 2607.26491 |
| 20 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2607.27180 |
| 21 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.27155 |
| 22 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.27145 |
| 23 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.27136 |
| 24 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.27084 |
| 25 | test temporal consistency and motion realism in video generation | Safety and Alignment | 2607.27081 |
| 26 | make agents use tools and reusable skills more reliably | Code Intelligence | 2607.27080 |