AI policy

AI Performance Reviews: The Accountability Gap Leaders Can't Ignore

The Accountability Gap Leaders Can’t Ignore

Accountability consultant Linda Galindo is calling out the growing use of AI to write performance reviews, warnings, and termination notices. With 26% of employees suspecting AI-authored feedback, the credibility of these communications is collapsing. ECI Research data shows organizations are investing in AI governance, but the harder question is where AI should not speak on behalf of a person.

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AI Output Governance: The Blind Spot in Enterprise AI Strategy

AI Output Governance: The Blind Spot in Enterprise AI Strategy

Enterprise AI governance frameworks have focused on access control and data inputs, leaving output quality and compliance largely unmanaged. Markup AI is making the case for enforceable content standards that apply to what AI produces, not just what goes in. ECI Research data shows governance spending is rising, but organizations need to ensure it’s solving the right problem.

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