Internal Generation Record
Internal generation metadata: 291 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 2026-08-22T21:32:01.011840+00:00. Generated at 2026-08-22T21:33:05.888072+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 27 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2608.20011 |
| 28 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.20005 |
| 29 | improve code generation, execution feedback, and automated repair | Training and Post-training | 2608.19973 |
| 30 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.19914 |
| 31 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2608.19875 |
| 35 | make agents use tools and reusable skills more reliably | Code Intelligence | 2608.19799 |
| 32 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2608.19871 |
| 33 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2608.19825 |
| 34 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.19800 |
| 36 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2608.19735 |
| 37 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.19729 |
| 38 | improve code generation, execution feedback, and automated repair | Vision and Image Generation | 2608.19719 |
| 39 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2608.19710 |
| 40 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2608.19680 |
| 41 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.19662 |
| 42 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2608.19625 |
| 43 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.19621 |
| 44 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.19598 |
| 45 | strengthen multimodal understanding of charts, documents, and visual evidence | Training and Post-training | 2608.19589 |
| 46 | improve code generation, execution feedback, and automated repair | Safety and Alignment | 2608.19579 |
| 47 | improve model reasoning, planning, and verification | Reasoning and Planning | 2608.19536 |
| 48 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.19526 |
| 49 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.20181 |
| 50 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.20169 |
| 51 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.20009 |
| 52 | use benchmarks and evaluations to expose model weaknesses | Benchmarks and Evaluation | 2608.19981 |