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Before You Fix the Skills Gap, Prove It Exists

An evidence gap is different. Sometimes the requirement is valid, but the evidence can’t confirm or refute the capability.

Superintelligence, Self-Learning AI, and the Human-AI Capability Divide

Make no mistake, your value to the workforce will be measured. By your employer, maybe by an algorithm working for your employer, maybe someday by something significantly more intelligent than either.

Skills Forensics: The Case for an Evidence-Based Career Portfolio

We have spent decades building careers around proxies. Job titles. Years of experience. Degrees. Certifications. Self-reported skills. LinkedIn endorsements from people who may never have seen us perform the skill they are endorsing.

If a Lawyer Asked You to Prove an Employee’s 82% Job Role Match, Could You?

When somebody finally puts enterprise skills data under a genuine forensic scope, the most dangerous gap may not be between the skills your people have and the skills they need.

HR’s Dirty Secret: Competence Without Evidence

Organizations have mountains of workforce data, but far less objective evidence of capability than they think.

Compliance Is Not Assurance. Ask Anyone Who Found Out the Hard Way.

Every control in your organization eventually rests on a person. Not a policy. Not a platform.