Internal Generation Record
Internal generation metadata: 395 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 2026-06-12T22:43:54.257091+00:00. Generated at 2026-06-12T22:44:35.968174+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 1 | improve code generation, execution feedback, and automated repair | Interpretability | 2606.13486 |
| 2 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2606.13258 |
| 3 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2606.12903 |
| 4 | make agents use tools and reusable skills more reliably | Multimodal Models | 2606.12828 |
| 5 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.12797 |
| 7 | make agents use tools and reusable skills more reliably | Systems and Deployment | 2606.13496 |
| 6 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2606.13571 |
| 8 | improve model reasoning, planning, and verification | Systems and Deployment | 2606.13400 |
| 9 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2606.13385 |
| 10 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.13038 |
| 11 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2606.12958 |
| 12 | make agents use tools and reusable skills more reliably | Safety and Alignment | 2606.12900 |
| 13 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2606.12809 |
| 14 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.13643 |
| 15 | improve model reasoning, planning, and verification | Retrieval and RAG | 2606.13610 |
| 16 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.13602 |
| 17 | make agents use tools and reusable skills more reliably | Video Generation | 2606.13580 |
| 18 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.13535 |
| 19 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.13298 |
| 20 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2606.13249 |
| 21 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.13037 |
| 22 | improve image generation, visual understanding, and controllable rendering | Video Generation | 2606.13030 |
| 23 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2606.12983 |
| 24 | improve model reasoning, planning, and verification | Reasoning and Planning | 2606.12935 |
| 25 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2606.12923 |
| 26 | improve model reasoning, planning, and verification | Retrieval and RAG | 2606.12847 |