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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
29
views

technology stack

Python PostgreSQL Difficult

inspired by

Addressing undesirable data in ML training