Fitness Trends That Will Dominate 2025 - A Complete Guide
Discover the latest fitness innovations and workout trends that are reshaping the fitness industry.
Outlets frame AI rules as either a needed brake or a growth killer. The harder question is enforcement: who audits, what counts as compliance, and what happens when models change weekly?
Discover what the story left out — data, context, and alternative perspectives
Deep Research: Regulation debates often substitute values for mechanisms. Enforcement is mechanism: audits, reporting, penalties, and who pays compliance costs. Also note incentive gradients—rules can create moats for incumbents. Ask what “compliance” means when model behavior drifts after deployment.
Without specifying audit authority, scope, and evidentiary standards, “regulation” is mostly a press release. Enforcement design is the core differentiator.
Safety depends on enforcement quality, incentives, and what gets measured. Poorly designed compliance can create checkbox security without reducing real risk.
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