# Complex policy mandates shift control to whoever defines compliance <div class="pills-container"><span class="pill">Last Updated: April 12, 2026</span></div> When a rule is complicated enough that only a small group can interpret what compliance means, power shifts from the policy goal to whoever controls that interpretation. Imagine a regulation requiring firms to implement "algorithmically optimized, multi-stakeholder-weighted talent acquisition pipelines with dynamic feedback calibration." Almost nobody can parse what compliance actually looks like, so the people who can, such as specialized consultants or internal compliance teams, effectively get to decide. The problem is that these interpreters aren't necessarily accountable to the spirit of the original goal. They're accountable to their own professional incentives, their clients, or whoever hired them. Meanwhile, simple rules are harder to game because they leave less interpretive surface area. "Hire one qualified candidate per open role within 30 days" is concrete enough that most people can check whether it was followed, which means power stays closer to the original intent. This compounds when AI is involved since [[Mildly capable AI deployed at scale creates systemic risk regardless of individual alignment|complex mandates applied across interconnected AI systems make the interpretive drift harder to detect and harder to reverse]].