What Your AI Is Actually Optimizing For

$450 one-time · Consulting · Delivery: 3-5 Days

For founders who want their AI to know what users are for

Most AI products are built to maximize engagement. Few are built to know what their users are actually for. This is a working advisory session for founders who sense that distinction matters — and want to think rigorously about what their product is encoding before the architecture hardens around the wrong thing. In this session we will: - Clarify what your AI is actually optimizing for (not what the deck says — what the mechanism does) - Identify where your product supports user reasoning vs. substitutes for it - Map the values and constraints that should be explicit in your system but currently aren't - Spot design decisions that look neutral but are carrying philosophical weight - Define 2–3 concrete moves that bring your architecture into alignment with your actual intent You'll leave with a clearer picture of what your product encodes — and specific decisions to revisit. Best suited for founders building AI tools in knowledge, decision-support, productivity, or content who want their product to genuinely support user agency, not just capture attention.

Offered by Syneid Labs on the Propel Earth marketplace.

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