Internal Generation Record
Internal generation metadata: 289 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 2026-07-16T22:12:39.870800+00:00. Generated at 2026-07-16T22:13:50.865860+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 | Robotics and Embodied AI | 2607.13653 |
| 2 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.13602 |
| 3 | test temporal consistency and motion realism in video generation | Benchmarks and Evaluation | 2607.13457 |
| 4 | improve model reasoning, planning, and verification | Training and Post-training | 2607.13394 |
| 7 | improve code generation, execution feedback, and automated repair | Code Intelligence | 2607.13674 |
| 8 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2607.14044 |
| 5 | improve code generation, execution feedback, and automated repair | Training and Post-training | 2607.14070 |
| 6 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.13940 |
| 9 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.14004 |
| 10 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2607.13941 |
| 11 | make RAG retrieval and knowledge-base QA more reliable | Safety and Alignment | 2607.13596 |
| 12 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.13586 |
| 13 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.13551 |
| 14 | identify and reduce safety, jailbreak, and alignment risks | Data Engineering | 2607.13423 |
| 15 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2607.14046 |
| 16 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2607.14035 |
| 17 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.14006 |
| 18 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.13998 |
| 19 | make RAG retrieval and knowledge-base QA more reliable | Data Engineering | 2607.13976 |
| 20 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.13938 |
| 21 | improve model reasoning, planning, and verification | Multimodal Models | 2607.13931 |
| 22 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2607.13892 |
| 23 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.13860 |
| 24 | improve model reasoning, planning, and verification | Training and Post-training | 2607.13753 |
| 25 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.13716 |
| 26 | use benchmarks and evaluations to expose model weaknesses | Training and Post-training | 2607.13689 |