Why AI Efficiency May Be Making Your Organization More Fragile

Think about it! “The productivity gains from AI tools are undeniable. […] But […] you might want to ask yourself a harder question: Are we building a more capable organization, or are we unintentionally creating a more fragile one?”

The issue at hand is “skill flattening at scale“: “When everyone can do everything adequately with AI assistance, the deep specialization that creates organizational resilience starts to erode. […] Organizationally, we’re accumulating what we call ‘cognitive debt‘—the hidden costs of optimization that compound over time.”

At present, most organizations are using AI incorrectly: “technology leaders need to design for long-term capability building rather than short-term output maximization. The efficiency granted by AI should create an opportunity not just to build faster, but to think deeper.”

The authors Brinda Sarathy and Rajeshwari Ganesan suggest “four strategies that preserve cognitive diversity”:

1️⃣ Make process visible, not just outcomes.

2️⃣ Schedule cognitive cross-training.

3️⃣ Scale apprenticeship models.

4️⃣ Institutionalize productive dissent.

This week’s good read raises a critical question: “whether your organization—and your people—will emerge from this transition more capable or more fragile“?

👉 https://www.oreilly.com/radar/why-ai-efficiency-may-be-making-your-organization-more-fragile/