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AI Gives Everyone Access. Judgment Is Still the Advantage.
Hiring puts AI in the room and leaves people scoring. Schools that hand out AI without design can lose engagement. Supervised tutors with AI in the loop…
Oct 15
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Todd McLees
When AI expands the work... people still own the judgment
Apprentices reach further. Students get better information. CEOs feel the productivity. The scarce stuff is still human: empathy, verification, and…
Oct 14
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Todd McLees
March 2026
NYC Schools Don't Have any AI Answers Yet
The largest school system in the country releases AI guidance. The federal government becomes a learning provider. And the Dallas Fed reframes what…
Mar 25
•
Todd McLees
The Perception Gap Is the Most Important Number in Enterprise AI
CFOs: 9x more AI layoffs than last year...The Labor Department is teaching AI literacy...Dallas Fed explains who AI helps and who it hurts...OpenAI…
Mar 25
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Todd McLees
1
The 5% Who Direct Intelligence Differently
Three signals on what separates sophisticated AI use from routine prompting, why AI collaboration erodes motivation, and the kind of knowledge machines…
Mar 25
•
Todd McLees
Opposing Counsel
Why Andrew Yang's Take on AI and Job Displacement in the Legal Profession is Just Not Right
Mar 23
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Todd McLees
1
Working with AI Is Just the Beginning
Now You Need to Build Your Intelligence Factory
Mar 2
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Todd McLees
2
1
February 2026
Something Big Is Happening, Now What?
Matt Shumer Sounded The Alarm. What Do You Really Need to Do?
Feb 11
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Todd McLees
6
1
When Your AI Co-Worker Starts Improvising
What Anthropic's Study Means for How We Work
Feb 3
•
Todd McLees
2
AI Automation and Augmentation Are Happening to the Same Jobs
What Burning Glass Institute's New Research Tells Us About AI and the Future of Work
Feb 2
•
Todd McLees
2
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