Internal Generation Record
Internal generation metadata: 382 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 2026-08-12T21:57:31.713239+00:00. Generated at 2026-08-12T21:59:01.223725+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 | Safety and Alignment | 2608.10885 |
| 2 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2608.10929 |
| 3 | improve model reasoning, planning, and verification | Robotics and Embodied AI | 2608.10756 |
| 4 | make agents use tools and reusable skills more reliably | Data Engineering | 2608.10441 |
| 5 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2608.11171 |
| 8 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.10837 |
| 6 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2608.10985 |
| 7 | make agents use tools and reusable skills more reliably | Data Engineering | 2608.10906 |
| 9 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2608.10636 |
| 10 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2608.10812 |
| 11 | improve model reasoning, planning, and verification | Retrieval and RAG | 2608.10725 |
| 12 | improve code generation, execution feedback, and automated repair | Training and Post-training | 2608.10709 |
| 13 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.10504 |
| 14 | make RAG retrieval and knowledge-base QA more reliable | Speech and Audio | 2608.10405 |
| 15 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.11190 |
| 16 | improve model reasoning, planning, and verification | Reasoning and Planning | 2608.11181 |
| 17 | strengthen multimodal understanding of charts, documents, and visual evidence | Multimodal Models | 2608.11167 |
| 18 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.11166 |
| 19 | strengthen multimodal understanding of charts, documents, and visual evidence | Benchmarks and Evaluation | 2608.11149 |
| 20 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.11146 |
| 21 | make agents use tools and reusable skills more reliably | Code Intelligence | 2608.11095 |
| 22 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.11075 |
| 23 | make RAG retrieval and knowledge-base QA more reliable | Multimodal Models | 2608.11074 |
| 24 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2608.11027 |
| 25 | strengthen multimodal understanding of charts, documents, and visual evidence | Safety and Alignment | 2608.11025 |
| 26 | improve code generation, execution feedback, and automated repair | Vision and Image Generation | 2608.10983 |