Internal Generation Record
Internal generation metadata: 468 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 2026-09-18T23:14:31.838922+00:00. Generated at 2026-09-18T23:16:07.901837+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 | 2609.19587 |
| 2 | improve code generation, execution feedback, and automated repair | Multimodal Models | 2609.20463 |
| 3 | make agents use tools and reusable skills more reliably | Code Intelligence | 2609.20614 |
| 4 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2609.19524 |
| 5 | make RAG retrieval and knowledge-base QA more reliable | Robotics and Embodied AI | 2609.19512 |
| 7 | improve image generation, visual understanding, and controllable rendering | Video Generation | 2609.20744 |
| 6 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2609.20779 |
| 8 | make agents use tools and reusable skills more reliably | Robotics and Embodied AI | 2609.20586 |
| 9 | identify and reduce safety, jailbreak, and alignment risks | Benchmarks and Evaluation | 2609.20584 |
| 10 | improve model reasoning, planning, and verification | Robotics and Embodied AI | 2609.20475 |
| 11 | improve model reasoning, planning, and verification | Multimodal Models | 2609.19555 |
| 12 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.20822 |
| 13 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.20754 |
| 14 | make agents use tools and reusable skills more reliably | Training and Post-training | 2609.20747 |
| 15 | improve code generation, execution feedback, and automated repair | Data Engineering | 2609.20680 |
| 16 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2609.20615 |
| 17 | strengthen multimodal understanding of charts, documents, and visual evidence | Data Engineering | 2609.20325 |
| 18 | identify and reduce safety, jailbreak, and alignment risks | Data Engineering | 2609.19866 |
| 19 | make agents use tools and reusable skills more reliably | Training and Post-training | 2609.19666 |
| 20 | make agents use tools and reusable skills more reliably | Systems and Deployment | 2609.19657 |
| 21 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2609.19644 |
| 22 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2609.20794 |
| 23 | improve image generation, visual understanding, and controllable rendering | Training and Post-training | 2609.20756 |
| 24 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2609.20700 |
| 25 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2609.20677 |
| 26 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2609.20630 |