Ideas & perspectives
Insights
Fresh thinking on how multi-model AI changes the way people organize and complete work.
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3 in-depth articles available
Insight
From AI Chatbot to AI Team
The shift from one user talking to one AI assistant toward one user working with multiple role-defined AI collaborators — what changes, what improves, and what honestly doesn't.
Insight
Why Model Independence May Matter More Than Model Loyalty
Models improve fast and leadership changes. Why binding your AI workflows permanently to one provider is riskier than it looks — and what practical, honest portability actually means.
Insight
Stop Looking for One “Best” AI Model
The useful question is no longer which AI model wins everything — it's which model fits each task. An evidence-based case for model specialization: cost, latency, context, tools, reasoning, writing, coding, and provider risk.
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