Who owns what under AI governance
Which senior HR role is on the hook for each AI-governance obligation. Owner = primary accountable. Co-owner = shared. Approver = sign-off. Contributor = input only.
Five biggest shifts since 2024
What's actually changing for senior HR — quantified, not narrated.
Counter-narratives
What the AI-in-HR press is getting wrong, with evidence.