SRC06 — AI-Researcher (HKUDS) — Scorecard¶
Source Information¶
| Field | Value |
|---|---|
| Title | AI-Researcher: Autonomous Scientific Innovation |
| URL | https://arxiv.org/abs/2505.18705 |
| Authors | Jiabin Tang, Lianghao Xia et al. |
| Publication | NeurIPS 2025 (Spotlight) |
| Date | 2025-05 |
| Type | Peer-reviewed conference paper |
Summary Ratings¶
| Dimension | Rating |
|---|---|
| Reliability | High |
| Relevance | Medium |
| Overall | Medium |
Rationale¶
| Domain | Assessment |
|---|---|
| Authority | NeurIPS 2025 Spotlight — highest tier venue |
| Methodology | Three-stage autonomous pipeline with experimental validation |
| Currency | 2025 |
| Objectivity | Academic research with production deployment (novix.science) |
| Scope | Complete research workflow: lit review, algorithm design, documentation |
| Corroboration | Consistent with Agent Laboratory and other autonomous research systems |
Evidence Extracts¶
| Evidence ID | Summary |
|---|---|
| SRC06-E01 | Complete autonomous research pipeline, code-based, no named frameworks |