Internal Generation Record
Internal generation metadata: 481 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 2026-06-19T06:55:11.751012+00:00. Generated at 2026-06-19T06:56:45.867230+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 1 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2606.19626 |
| 2 | make agents use tools and reusable skills more reliably | Code Intelligence | 2606.19613 |
| 3 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2606.19483 |
| 4 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2606.19259 |
| 8 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.19135 |
| 10 | improve model reasoning, planning, and verification | Reasoning and Planning | 2606.18910 |
| 5 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2606.19183 |
| 6 | improve code generation, execution feedback, and automated repair | Code Intelligence | 2606.19535 |
| 7 | improve model reasoning, planning, and verification | Code Intelligence | 2606.19149 |
| 9 | improve code generation, execution feedback, and automated repair | Code Intelligence | 2606.19039 |
| 11 | improve model reasoning, planning, and verification | Retrieval and RAG | 2606.18717 |
| 12 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.19595 |
| 13 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.19501 |
| 14 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2606.19271 |
| 15 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2606.19269 |
| 16 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2606.18943 |
| 17 | make RAG retrieval and knowledge-base QA more reliable | Safety and Alignment | 2606.18864 |
| 18 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2606.18841 |
| 19 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2606.18837 |
| 20 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.19632 |
| 21 | improve model reasoning, planning, and verification | Training and Post-training | 2606.19549 |
| 22 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2606.19469 |
| 23 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2606.19464 |
| 24 | make RAG retrieval and knowledge-base QA more reliable | Speech and Audio | 2606.19325 |
| 25 | improve model reasoning, planning, and verification | Safety and Alignment | 2606.19300 |
| 26 | improve model reasoning, planning, and verification | Reasoning and Planning | 2606.19257 |