Tagged articles

AI scientist

4 articles · Page 1 of 1

Machine Learning Algorithms & Natural Language Processing

Aug 18, 2026 · Artificial Intelligence

Survey of Autonomous Research Agents: AI Scientists and the Verification Gap

This survey audits 35 autonomous research agent systems, revealing that while code release is common, reproducible evidence, novelty validation, execution traces, and external verification loops remain scarce, and it proposes a reviewer‑focused reporting checklist to close the verification gap.

AI scientistautonomous research agentsmachine learning

0 likes · 16 min read

Survey of Autonomous Research Agents: AI Scientists and the Verification Gap

AI Explorer

Apr 3, 2026 · Artificial Intelligence

How AI Scientist‑v2 Is Pioneering Fully Automated Scientific Discovery

AI Scientist‑v2, an open‑source multi‑agent system that uses progressive agent tree search to generate hypotheses, run experiments, analyze data, and write papers, has produced the first AI‑written peer‑reviewed article while highlighting both its groundbreaking capabilities and associated security risks.

AI scientistOpen Sourceagent tree search

0 likes · 7 min read

How AI Scientist‑v2 Is Pioneering Fully Automated Scientific Discovery

HyperAI Super Neural

Nov 17, 2025 · Artificial Intelligence

Can AI Scientists Surpass Human Researchers? From Assistants to Independent Innovators

The article analyses the emergence of AI scientists—systems that can generate hypotheses, design and run experiments, and write papers—examining their classifications, speed and scale advantages, interdisciplinary breakthroughs, as well as challenges such as black‑box opacity, reliability gaps, ethical concerns, and the evolving talent landscape.

AI ethicsAI scientistResearch automation

0 likes · 18 min read

Can AI Scientists Surpass Human Researchers? From Assistants to Independent Innovators

DevOps

Apr 9, 2025 · Artificial Intelligence

AI Scientist v2 Generates ICLR Workshop Paper Reviewed and Accepted

An AI‑generated research paper created entirely by Sakana AI’s AI Scientist‑v2 system achieved a 6/7/6 score and passed peer review at an ICLR workshop, demonstrating end‑to‑end hypothesis generation, experiment execution, data analysis, and manuscript writing, while highlighting the system’s capabilities and limitations.

AI scientistAI-generated researchAgentic Tree Search

0 likes · 8 min read

AI Scientist v2 Generates ICLR Workshop Paper Reviewed and Accepted