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Today, AI optimizes what’s measurable: attention, engagement, short-term goals.
It won’t grow a spine on its own. This episode is a field report from the moment I stopped buying applause with my integrity and a blueprint to design for agency, not dopamine.
What we cover
Why “applause is cheap, integrity isn’t” and how optimization choices become culture.
The missing developmental layer above data → models → policies
The four workstreams of v1 (what your support builds)
Measurement & evaluation protocol for human-fitting truth (beyond clicks)
Skin in the game
📩 [email protected] • DM keyword AGENTIC
By Christina Hoffmann - Expert in Ethical AI and LeadershipToday, AI optimizes what’s measurable: attention, engagement, short-term goals.
It won’t grow a spine on its own. This episode is a field report from the moment I stopped buying applause with my integrity and a blueprint to design for agency, not dopamine.
What we cover
Why “applause is cheap, integrity isn’t” and how optimization choices become culture.
The missing developmental layer above data → models → policies
The four workstreams of v1 (what your support builds)
Measurement & evaluation protocol for human-fitting truth (beyond clicks)
Skin in the game
📩 [email protected] • DM keyword AGENTIC