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