Overview
Market and research area for detecting AI text/images amid ai-slop, platform moderation, and academic integrity needs. Crowded and contested on accuracy.
Timeline
- 2026-07-29: pangram $9M + Pangram 4 / Image preview (2026-07-29-pangram-9m-ai-detection)
Key Players
Analysis
Vendor benchmarks often lead coverage; independent cross-model audits remain scarce. Humanizers and mixed content are the frontier failure modes.