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Automates the experiment lifecycle with strict integrity checks.
Automate your research process from literature survey to paper draft with a structured pipeline.
Discover and evaluate SOTA open-source codebases for research topics efficiently.
Automate the entire research process from literature survey to paper draft.
Quickly identify actionable research papers from conferences within a compute budget.
Methodology for validating codebase reproduction and ensuring experimental integrity.
Dual auditor for the /research pipeline, assessing both process fidelity and output quality.
Novum automates the entire AI research pipeline while enforcing mechanical constraints to prevent result fabrication.
Efficiently scan 500+ conference papers to identify low-cost research opportunities.
Sets up isolated, reproducible Python environments for SOTA codebase reproduction.