The Age of AI requires engineers to lead machines, lead people that build machines, and lead organizations that adopt AI. A key part of this framework is developing the right cognitive skills. Our research indicates that six elements play a significant role in AI/ML engineering performance. The number sequence is purposeful. Big C Creativity (Frontier Thinking) should be cultivated first before placing constraints on the problem set.

We're thrilled to announce that David Swanagon, Ed.D, SPHR and Stephen McIntosh have been selected as presenters at the 5th Bi-Annual Columbia Coaching Conference, taking place October 14–16, 2025 at Columbia University in New York City. This year’s theme — High-Impact Coaching in an Era of Hybrid Intelligence — couldn’t be more timely. Their presentation will focus on: Machine Leadership - An integrated coaching framework for the age of AI.