Internal Generation Record
Internal generation metadata: 444 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 2026-09-28T16:31:05.944784+00:00. Generated at 2026-09-28T16:32:43.212633+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 1 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.31234 |
| 2 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2609.30967 |
| 3 | improve code generation, execution feedback, and automated repair | Systems and Deployment | 2609.31558 |
| 4 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2609.31511 |
| 7 | make agents use tools and reusable skills more reliably | Safety and Alignment | 2609.31186 |
| 8 | improve code generation, execution feedback, and automated repair | Training and Post-training | 2609.31009 |
| 5 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.31318 |
| 6 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.31197 |
| 9 | improve model reasoning, planning, and verification | Retrieval and RAG | 2609.31005 |
| 10 | improve model reasoning, planning, and verification | Multimodal Models | 2609.30979 |
| 11 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.30940 |
| 12 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.30856 |
| 13 | make RAG retrieval and knowledge-base QA more reliable | Code Intelligence | 2609.30819 |
| 14 | make agents use tools and reusable skills more reliably | Safety and Alignment | 2609.30818 |
| 15 | improve code generation, execution feedback, and automated repair | Training and Post-training | 2609.30802 |
| 16 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.30783 |
| 17 | improve model reasoning, planning, and verification | Retrieval and RAG | 2609.30719 |
| 18 | make agents use tools and reusable skills more reliably | Data Engineering | 2609.30714 |
| 19 | make RAG retrieval and knowledge-base QA more reliable | Retrieval and RAG | 2609.31573 |
| 20 | improve model reasoning, planning, and verification | Retrieval and RAG | 2609.31342 |
| 21 | make agents use tools and reusable skills more reliably | Data Engineering | 2609.31288 |
| 22 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2609.31039 |
| 23 | improve model reasoning, planning, and verification | Interpretability | 2609.30993 |
| 24 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2609.30867 |
| 25 | use benchmarks and evaluations to expose model weaknesses | Systems and Deployment | 2609.30854 |
| 26 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2609.30813 |