Internal Generation Record
Internal generation metadata: 307 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 2026-07-15T22:10:48.034010+00:00. Generated at 2026-07-15T22:12:11.174535+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 | 2607.12835 |
| 2 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2607.12659 |
| 3 | improve model reasoning, planning, and verification | Video Generation | 2607.12787 |
| 4 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.12704 |
| 6 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.13034 |
| 7 | improve model reasoning, planning, and verification | Training and Post-training | 2607.12858 |
| 5 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.12227 |
| 8 | improve model reasoning, planning, and verification | Vision and Image Generation | 2607.12602 |
| 9 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2607.12599 |
| 10 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.12370 |
| 11 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.13028 |
| 12 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2607.13027 |
| 13 | improve code generation, execution feedback, and automated repair | Training and Post-training | 2607.13010 |
| 14 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.12946 |
| 15 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2607.12911 |
| 16 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2607.12896 |
| 17 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2607.12881 |
| 18 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2607.12856 |
| 19 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2607.12818 |
| 20 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.12792 |
| 21 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2607.12790 |
| 22 | improve model reasoning, planning, and verification | Multimodal Models | 2607.12786 |
| 23 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2607.12784 |
| 24 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2607.12763 |
| 25 | make agents use tools and reusable skills more reliably | Video Generation | 2607.12753 |
| 26 | make agents use tools and reusable skills more reliably | Interpretability | 2607.12739 |