{"id":4110,"name":"AuthorGuard","purpose":"A web-based application designed to monitor AI model training datasets for copyright infringement, specifically targeting authors by scanning publicly shared data and alerting them to potential unauthorized use of their works. The system would leverage NLP to identify textual similarities between their published works and the training data of popular AI models.","profitable":1,"date_generated":"Wednesday December 2025 05:41","reference":"authorguard-copyright-watch","technology_advise":["Python","PostgreSQL","Medium"],"development_time_estimation_mvp_in_hours":160,"grade":7.5,"category":null,"view_count":44,"similar_ideas":[],"source_headline":null}