Internal Generation Record
Internal generation metadata: 328 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 2026-08-13T21:57:14.443169+00:00. Generated at 2026-08-13T21:58:39.201629+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 | Training and Post-training | 2608.11980 |
| 2 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.11555 |
| 3 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.12262 |
| 4 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.12172 |
| 5 | improve model reasoning, planning, and verification | Video Generation | 2608.12045 |
| 7 | make RAG retrieval and knowledge-base QA more reliable | Speech and Audio | 2608.11650 |
| 6 | make RAG retrieval and knowledge-base QA more reliable | Training and Post-training | 2608.11745 |
| 8 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.12304 |
| 9 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.12282 |
| 10 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2608.12279 |
| 11 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.12249 |
| 12 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.12246 |
| 13 | improve image generation, visual understanding, and controllable rendering | Video Generation | 2608.12232 |
| 14 | improve code generation, execution feedback, and automated repair | Training and Post-training | 2608.12219 |
| 15 | strengthen multimodal understanding of charts, documents, and visual evidence | Training and Post-training | 2608.12218 |
| 16 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2608.12197 |
| 17 | make agents use tools and reusable skills more reliably | Video Generation | 2608.12179 |
| 18 | improve model reasoning, planning, and verification | Training and Post-training | 2608.12158 |
| 19 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2608.12150 |
| 20 | make RAG retrieval and knowledge-base QA more reliable | Systems and Deployment | 2608.12100 |
| 21 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.12086 |
| 22 | make RAG retrieval and knowledge-base QA more reliable | Benchmarks and Evaluation | 2608.12083 |
| 23 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.12062 |
| 24 | improve model reasoning, planning, and verification | Benchmarks and Evaluation | 2608.12051 |
| 25 | make agents use tools and reusable skills more reliably | Training and Post-training | 2608.12036 |
| 26 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2608.12025 |