Proposed
Inovexa Evidence — Scientific Literature Analysis
Explore how AI can extract research methods, findings, and limitations from open-access papers with accurate citations.
- Methods
- First milestone: compare AI-generated evidence tables against human reviews of 20 papers.
- Datasets
- Open-access scientific papers (20-paper review set).
- Contributors
Proposed
Inovexa Reproduce — Reproducible Data Analysis
Investigate whether AI-assisted Python notebooks produce accurate, repeatable results on public datasets.
- Methods
- First milestone: reproduce one published analysis and document errors and corrections.
- Datasets
- Public datasets (one published analysis to be reproduced).
- Contributors
Proposed
Inovexa Bench — Scientific Reasoning Evaluation
Assess language models on scientific questions, focusing on correctness, uncertainty, and unsupported claims.
- Methods
- First milestone: create 50 source-backed questions and a researcher-reviewed scoring rubric.
- Datasets
- Publicly available scientific questions (50 source-backed items).
- Contributors