BWhat changed
Replaced fixed experiment templates with an experiment-manager agent and progressive experiment tree search, adding vision-language feedback for figure/content refinement.
Scientific scope
Replaced fixed experiment templates with an experiment-manager agent and progressive experiment tree search, adding vision-language feedback for figure/content refinement. Agentic tools, tree search and prior AIScientist workflow are inherited. Acquired delta is template-independent experiment management, not a per-version paper-writing release. Reported workshop acceptance concerns a specific submitted manuscript, not all generated science or WRS acceptance. No new experiment or submission performed.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Agentic tools, tree search and prior AIScientist workflow are inherited. Acquired delta is template-independent experiment management, not a per-version paper-writing release. Reported workshop acceptance concerns a specific submitted manuscript, not all generated science or WRS acceptance. No new experiment or submission performed.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
- The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
- Yamada et al.: tree-managed automated ML experimentation — author/institutional project
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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