There is a scene playing out simultaneously across every major tech platform in 2026 and it goes like this: a company spent years training users to expect infinite, frictionless access. Now it needs to claw that back without losing them. The end of all-you-can-eat AI is one version of this story. Spotify letting users turn off video is another. They look unrelated. They are the same problem.
Abundance as a Product Liability
Nilay Patel's framing on the AI monetization cliff is stark: the biggest companies in the space built their user bases on generosity they cannot sustain. Anthropic and OpenAI gave away tokens the way venture capital gave away growth. Now the reckoning. Fast Company's Chris Stokel-Walker notes that the last company to tighten its limits may actually win, a classic game-theory standoff where the first mover absorbs the user backlash while competitors poach the disaffected. TurboFund's live investor signals have been tracking exactly this shift in how VCs are re-evaluating AI unit economics, particularly as the gap between ARR and compute cost refuses to close.
Spotify's Quiet Admission
Spotify's video toggle is a smaller but structurally identical story. The platform spent two years forcing video podcasts and music clips into an interface designed for audio, chasing YouTube's engagement metrics. The opt-out option is a quiet admission that the expansion failed, that users came for one thing and the platform tried to sell them another. This is the same dynamic as AI companies discovering that power users who burn through tokens are not their most profitable segment. The academic literature on feature creep, including a 2021 paper in the Journal of Marketing Research by Thompson and Norton, suggests that users systematically overvalue options at the moment of acquisition and undervalue them in use. Platforms built on that gap are now living inside its collapse.