The Digital Project Manager
The Digital Project Manager
Galen Low
The Four Pillars of Trustworthy AI—and Who Owns Them
43 minutes Posted Feb 17, 2026 at 11:00 am.
Defining Trust In AI
Who Owns Accountability
Incidents And What They Teach
Boring AI And Risk Tolerance
Strategic AI Minimization In Practice
The Four Pillars Of Trust Engineering
Case Study: Paint Selection Chatbot
Human-In-The-Loop Done Right
Governance Roles And Ownership
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Show notes
Trust in AI isn’t a vibe—it’s something you can intentionally design for (or accidentally break). In this episode, Galen sits down with Cal Al-Dhubaib to unpack “trust engineering”: a shared toolkit that helps cross-functional teams (engineering, UX, governance, risk, and business) talk about the same trust risks in the same language. They get into why “boring AI is safe AI,” how guardrails and human handoffs actually preserve trust, and why the biggest failures often aren’t the model—they’re...