This week
Suggest a nameObligation Marketing for AI Builders
The 7-Rung LadderThe 8-Type TaxonomyWrapper or WinnerThe Sample ColumnThe Signal
Updated through the day. Every headline links straight to the source. The two lines underneath are ours.
This is the real worry underneath AI detection. If synthetic content becomes cheap and detection lags even slightly, platforms lose signal and users lose trust. The CEO is right that we're at an inflection, but the fix isn't better detection, it's attestation and provenance. If you're building trust infrastructure, this is your moment.
AI detection is a real problem for platforms but a weak business. Detection improves each week and so does generation, ensuring an endless arms race with no stable moat. Pangram's existence is validation that platforms need help, but watch whether they pivot to supply-side solutions (watermarking, provenance) rather than downstream detection.