AI Strategy
Jason Capshaw
New AI Versions Often Introduce Technical Debt
Each new AI model promises better reasoning and performance, but upgrading introduces hidden costs. Learn when to upgrade and when simplicity wins.

5 min read·Jan 15, 2026

Author & Editor
Control Shift Deliver
Jason explores the intersection of technology, security, and human behavior. With a focus on AI safety and cybersecurity, he writes about the challenges and opportunities of emerging technologies. His work examines how we can build systems that are both powerful and responsible.
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Articles
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Articles
Each new AI model promises better reasoning and performance, but upgrading introduces hidden costs. Learn when to upgrade and when simplicity wins.

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