Almost 40% of web page loads come from users who have chosen dark mode. Only 10% of those loads hit pages that actually support it. That is a staggering adoption-implementation gap, and for six years — since Safari first shipped dark mode support in 2019 — the web standards community has had every tool needed to close it. They didn't. So Apple is closing it for them, inside the rendering engine itself. Adaptive Dark Mode, shipping in Safari 27.3 beta, works by analyzing page colors at render time, inverting luminosity while preserving hue, and targeting a WCAG 4.5:1 contrast ratio for text. It handles SVG color transformations, inspects bitmap pixel histograms to invert simple logos, and disables blend-mode effects that would break under inversion. Sites that already declare color-scheme: light dark are left untouched. Sites that declare light only can opt out entirely. The engineering is genuinely thoughtful. The privacy design is the most interesting structural choice. JavaScript queries return original authored colors, not transformed ones. Canvas renders remain untouched. This blocks any fingerprinting vector that Adaptive Dark Mode could create. Apple is modifying the visual layer while keeping the API surface unchanged — a technically expensive choice made for privacy reasons, which is a signature Apple move. The power dynamic here is worth naming. Web developers had standards-based tools to support dark mode for six years. The vast majority chose not to, presumably because the ROI didn't justify the effort. Apple's response is not to mandate compliance but to route around the problem entirely at the engine level. This is generous to users and somewhat paternalistic toward developers — your page will be rewritten whether you like it or not, unless you explicitly opt out. The generative upside is real: millions of page loads per day become usable for dark-mode users without any developer action. Accessibility improves. Eye strain decreases. The friction cost is near zero for end users. For developers, the cost is learning a new opt-out mechanism and potentially debugging visual regressions they didn't cause. The resilience question is where this gets interesting over a 20-year horizon. If browsers routinely rewrite page presentation, developers lose some control over their visual output. That's fine when the rewriting is as careful as this implementation appears to be. It's less fine if it becomes a precedent for more aggressive browser-side transformations. The light only opt-out is the safety valve, and its existence matters. This is a well-executed piece of platform engineering that solves a real user problem created by collective developer inaction. It's generative, low-friction, and privacy-preserving. The extractive risk is minimal — Apple gains Safari stickiness, but the feature doesn't lock anyone in or extract rents.