AI Risk—Beyond Replacement, Toward Responsibility

AI Risk—Beyond Replacement, Toward Responsibility

AI guardrails debate centers on control, ignoring who absorbs consequences—responsibility shifts to users (clinicians, support staff) instead of governing systems properly. Tech leaders misallocate AI (invoking models millions of times vs. once per update), inflating costs and liability. Responsibility concentrates uncertainty at decision points, not frontline teams.