PLEASE STOP THE AI CONFIDENCE THEATER
AI hype creates anxiety and erodes trust. Real progress comes from honest expectations, measurable outcomes, and the sustained work required to make AI reliable.
Parse notes
AI hype creates anxiety and erodes trust. Real progress comes from honest expectations, measurable outcomes, and the sustained work required to make AI reliable.
Great products need strong governance. Without it, short-term financial interests can undermine a company's founders, culture, and mission.
Execution improves when workflows do not depend on perfect collaboration. Separate learning, debate, and decisions so progress can continue despite unreliable dependencies.
A strong product vision connects the team to a meaningful change for users and guides difficult decisions. It should be collaborative, grounded in customer insight, and tested through real scenarios.
AI is turning security professionals from gatekeepers into builders. Success will require engineering skill, product judgment, and security experiences that developers want to use.
Visible deliberation builds trust. When making a difficult decision, explain the tradeoffs and show that you considered its impact carefully.
Build AI systems around intelligent routing, not a single model. Send each task to the cheapest reliable option and process nonurgent work asynchronously.
Many product builders blame weak marketing for failure while crediting competitors' success to distribution, all while assuming their own product is better.
Clear goals can improve decisions, but not every valuable activity needs a precise purpose.