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Monday, September 14, 2026

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AI Ethics

Before You Audit Your Algorithms, Audit Your Data

AI bias isn't a technical glitch—it's a systemic risk. Here is how biased training data and proxy attributes compound enterprise liability, and how leaders can build fairer systems.

Qualys Adds AI Governance Tools to Curb Shadow AI Risk

Qualys has expanded TotalAI with new tools to help CISOs discover shadow AI, monitor agent behavior, and prove governance controls are working.

The End of “Seeing Is Believing”: AI’s New Risk to Children

AI-powered impersonation is making online deception harder to detect. Here's why children face the greatest risk—and what must change to protect them.

“Disheveled,” “Not Coherent” — The Bias Is in the Notes, Not the AI

Protege's Engy Ziedan on the uncomfortable truths in clinical data, why dermatology breaks AI's assumptions, and what gets lost when data is scarce.

Starbucks Pulls AI Inventory Tool After Miscounts

Starbucks has retired an AI-powered inventory system after employees reported repeated counting errors and product mismatches in stores.

The AI Code No One Read Is Already in Production

As AI accelerates software development, a growing layer of unreviewed “shadow code” is exposing enterprises to risks they barely understand.

Four Seconds. That’s All It Takes to Change the Pattern.

With C-suite parity stalled and AI embedding old biases, a 40-year veteran examines why high-performing women are still measured against a standard of silence.

Regulated Industries Are Rewriting Their AI Architecture

Cloud AI promised scale. Regulated industries want control. Inside the architectural shift, moving inference out of the cloud and onto the edge.

UNESCO, CENIA Partner on Ethical AI in Education

UNESCO and CENIA sign a cooperation agreement to promote ethical AI, digital skills and AI literacy across education systems in Chile and Latin America.

AI Is a Leadership Test, Not a Tech Rollout

AI isn’t just software—it’s an operating-model redesign. Lori Bieda argues that talent, trust, and governance will determine who truly transforms.

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