Internal Generation Record
Internal generation metadata: 386 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 2026-06-26T22:21:39.824362+00:00. Generated at 2026-06-26T22:22:54.584961+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 1 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2606.26535 |
| 2 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.26590 |
| 3 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2606.26476 |
| 4 | make RAG retrieval and knowledge-base QA more reliable | Code Intelligence | 2606.27287 |
| 11 | improve model reasoning, planning, and verification | Reasoning and Planning | 2606.26686 |
| 13 | improve model reasoning, planning, and verification | Training and Post-training | 2606.26530 |
| 5 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2606.27128 |
| 6 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2606.26984 |
| 7 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2606.26973 |
| 8 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.26859 |
| 9 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.26857 |
| 10 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2606.26794 |
| 12 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2606.26566 |
| 14 | strengthen multimodal understanding of charts, documents, and visual evidence | Video Generation | 2606.27317 |
| 15 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.27180 |
| 16 | test temporal consistency and motion realism in video generation | Systems and Deployment | 2606.26861 |
| 17 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2606.26836 |
| 18 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.26790 |
| 19 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2606.26716 |
| 20 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2606.26712 |
| 21 | make RAG retrieval and knowledge-base QA more reliable | Code Intelligence | 2606.27361 |
| 22 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.27330 |
| 23 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2606.27307 |
| 24 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2606.27275 |
| 25 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2606.27223 |
| 26 | improve model reasoning, planning, and verification | Training and Post-training | 2606.27210 |