
Michael Hirsch
Product Leadership + AI Expert
Most companies treat AI ethics like legal review—something to avoid lawsuits. That's why their frameworks sit unused while teams ship features that surprise users.
Ethics isn't compliance. It's a product decision.
Five principles for feature reviews: Transparency, Fairness, Accountability, Privacy, Safety. Each includes questions to ask and red flags to catch problems before they ship.
No philosophy degree needed. No committees. Just consistent decision-making you can defend and improve.
The goal isn't perfect ethics—it's building better products.
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