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AI AI Leadership

AI Transformation

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A person standing on one platform facing a higher platform with a glowing AI block, representing the gap between human capability and AI model capability.
  • Attila Ando
  • Posted by Attila Ando
15 August 2026
14 min read

The Biggest AI Gap Isn't Between Models

Summary: Organizations often assume that choosing a more powerful AI model will...

AI AI Leadership
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Conceptual illustration showing how weak business inputs lead AI to produce polished outputs that result in poor business outcomes. The image visualizes the journey from bad input through confident AI-generated output to wrong organizational decisions, highlighting the importance of problem framing in AI-enabled product development.
  • Attila Ando
  • Posted by Attila Ando
26 July 2026
16 min read

AI Can Perfectly Solve the Wrong Problem

Summary: Generative AI can produce remarkably polished outputs—but polished doesn’t always mean...

AI Design Ops
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