AI-Generated Content in Job Apps and Insurance Claims Fuels Detection Challenge

AI-generated text and images are increasingly appearing in high-stakes contexts such as job applications, product reviews, and insurance claims, raising serious trust concerns online. The problem extends well beyond social media feeds flooded with low-quality AI content. Platforms and users are struggling to reliably distinguish authentic content from machine-generated material. A growing number of startups, including Pangram, are attempting to address this detection challenge. Pangram co-founder Max Spero argues that identifying AI content is far more complex than a simple real-or-fake classification.