
Designing Schools Future Focus | AI Has No Mercy: Why the Methods We Adopted in 2023 Are Failing Us in 2026 | Week of March 16, 2026
This episode explores the accelerating pace of AI and the growing gap between those building with it and those still trying to regulate it. Through real-world incidents at Meta and insights from Morgan Stanley and Harvard Business Review, the episode reveals how outdated habits and shallow strategies are leaving organizations unprepared. The message is clear: success with AI requires deep understanding, intentional design, and a shift from compliance to capability-building.
Timestamps
[00:00:00] – The Hidden Risk of Not Understanding AI
- Why lacking technical fluency creates vulnerability—and how even simple interactions with AI can expose it.
[00:02:00] – AI Is Accelerating Faster Than Expected
- Morgan Stanley’s warning and GPT advancements signal a major leap in capability across industries.
[00:05:30] – Meta’s AI Failures: A Warning to Everyone
- Two major incidents reveal how even top AI experts struggle to control agent behavior and prevent data leaks.
[00:10:00] – The “Last Mile Problem” in AI Adoption
- Harvard research shows organizations are stuck—not because of technology, but due to people, processes, and identity.
[00:14:00] – Three Habits Holding Us Back from AI Readiness
- The traffic light model, “act like an expert” prompting, and tool-based strategies are limiting real progress.
Resources Mentioned
- Morgan Stanley Research Report
- Meta AI agent causes large sensitive data leak to employees
- The 'Last Mile' Problem Slowing AI Transformation
- Anthropic Research, 2026: What 81,000 People Want from AI
- Dr. Mike Perkins, LinkedIn post on the AI Assessment Scale remix
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