Internal Generation Record
Internal generation metadata: 477 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 2026-09-01T23:15:30.449890+00:00. Generated at 2026-09-01T23:17:00.438094+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 1 | strengthen multimodal understanding of charts, documents, and visual evidence | Training and Post-training | 2608.30563 |
| 2 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.30686 |
| 3 | make agents use tools and reusable skills more reliably | Safety and Alignment | 2608.30207 |
| 4 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2608.30678 |
| 6 | improve model reasoning, planning, and verification | Reasoning and Planning | 2608.30156 |
| 8 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2608.30553 |
| 5 | improve code generation, execution feedback, and automated repair | Safety and Alignment | 2608.30319 |
| 7 | improve code generation, execution feedback, and automated repair | Training and Post-training | 2608.30844 |
| 9 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.30508 |
| 10 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.30322 |
| 11 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2608.30316 |
| 12 | strengthen multimodal understanding of charts, documents, and visual evidence | Training and Post-training | 2608.30209 |
| 13 | improve code generation, execution feedback, and automated repair | Data Engineering | 2608.30105 |
| 14 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2608.31108 |
| 15 | make agents use tools and reusable skills more reliably | Reasoning and Planning | 2608.31075 |
| 16 | make agents use tools and reusable skills more reliably | Data Engineering | 2608.31065 |
| 17 | strengthen multimodal understanding of charts, documents, and visual evidence | Safety and Alignment | 2608.30912 |
| 18 | improve code generation, execution feedback, and automated repair | Data Engineering | 2608.30902 |
| 19 | make RAG retrieval and knowledge-base QA more reliable | Safety and Alignment | 2608.30856 |
| 20 | make RAG retrieval and knowledge-base QA more reliable | Safety and Alignment | 2608.30748 |
| 21 | test temporal consistency and motion realism in video generation | Safety and Alignment | 2608.30703 |
| 22 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.30690 |
| 23 | improve model reasoning, planning, and verification | Reasoning and Planning | 2608.30556 |
| 24 | test temporal consistency and motion realism in video generation | Safety and Alignment | 2608.30197 |
| 25 | make RAG retrieval and knowledge-base QA more reliable | Data Engineering | 2608.31107 |
| 26 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.31105 |