Stop Humanizing AI, Why Teams Aren't Really Empowered, and Strategic Portfolio Management Myths
Published on 14.01.2026
Humanizing AI Is a Trap
TLDR: Adding personality, emotional language, and conversational pleasantries to AI systems increases user engagement but reduces accuracy, utility, and trust. Design real tools, not fake friends.
Why Most Product Teams Aren't Really Empowered
TLDR: Despite what company handbooks claim, most product teams function as feature factories because true empowerment is incompatible with how large organizations actually work.
Why Most Product Teams Aren't Really Empowered
Strategic Portfolio Management Meets Product-Centricity
TLDR: Traditional portfolio management metaphors assume liquidity and fungibility that don't exist in software organizations - you can't reallocate teams and systems like you rebalance stocks.
TBM 400: Strategic Portfolio Management Meets Product-Centricity
Who's Spotting You When You Automate
TLDR: Effective automation requires clear boundaries and temporal awareness - engineers need to understand what happened, what's happening, and what will happen to trust systems they delegate to.
Who's Spotting You When You Automate
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