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AI Futures & Opinion
Where AI is heading and what it means. Honest predictions, hype debunking, and pattern-matching against the history of disruptive tech.


The Consolidation Is Coming: Who Survives the AI Shakeout
The AI market is oversaturated and a reckoning is inevitable — here's how to read the signals and understand who makes it through.
ShiftQuality Contributor
Dec 15, 20258 min read


AI Won't Replace You, But the Person Using AI Might
The real workforce threat isn't AI itself — it's falling behind the people who learn to use it effectively.
ShiftQuality Contributor
Nov 5, 20258 min read


The Open Source AI Moment
Open-weight models are reshaping the AI landscape — what this means for developers, businesses, and the future of AI access.
ShiftQuality Contributor
Oct 13, 20258 min read


Five Years From Now: Predictions Worth Making
Grounded predictions about where AI will actually be in 2031 — not hype, not doom, just honest pattern-matching.
ShiftQuality Contributor
Jul 4, 20259 min read


What the Early Web Teaches Us About AI Hype Cycles
The dot-com boom and bust offers uncomfortable lessons about where AI hype is heading and who will be left standing.
ShiftQuality Contributor
May 30, 20257 min read
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