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Data Contamination Scanner

8.1
security profitable added: Monday March 2026 06:26

Inspired by discussions around data curation for pre-training alignment, this tool automatically scans large datasets (text or image-based) for undesirable content (violence, deception) and suggests targeted replacements. It leverages language models to identify potentially harmful patterns and proactively improve dataset quality.

300h
mvp estimate
8.1
viability grade
5
views

technology stack

Python PostgreSQL Difficult

inspired by

Addressing undesirable data in ML training