PaperAgent
May 22, 2026 · Artificial Intelligence
A Systematic Review of the Latest Auto‑Research Landscape
The article presents a four‑phase, eight‑stage systematic analysis of AI‑driven auto‑research, exposing reliability gaps, bottlenecks, and best‑practice deployment through human‑governed collaboration, while detailing benchmarks, failure modes, and architectural families.
AI research automationauto-researchevaluation benchmarks
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