Learning & coaching
AI is a people game.
The six stages describe the learner's journey. This page is for the person standing courtside — the leader, the mentor, the parent, the friend. Don't command the rollout. Coach the team.
Every organization now has an AI strategy. Very few have an AI coaching practice — and that gap explains most of the disappointment. McKinsey's research on workplace AI found the biggest barrier to scaling isn't employees, who are ready; it's leaders, who aren't steering fast enough — employees are roughly three times more likely to be using AI for a third of their daily work than their executives estimate. BCG's guiding principle from its transformation casework allocates just 10% of the effort to algorithms and 20% to technology — 70% goes to people. And when MIT Sloan Management Review looked at large companies, 91% of data leaders said culture and change management impede their AI efforts. About 9% said technology. The game is won or lost on the human side of the floor — and the discipline built for exactly this problem isn't project management. It's coaching.
McKinsey, "Superagency in the Workplace" (2025); BCG, "The Leader's Guide to Transforming with AI"; Hoque, Davenport & Nelson, MIT Sloan Management Review (2025). Full sources: Research →
The teacher of teachers
What Wooden knew.
John Wooden won ten national championships in his last twelve seasons at UCLA — and held that a coach "must never forget that he is, first of all, a teacher."
Wooden defined success as "peace of mind which is a direct result of self-satisfaction in knowing you made the effort to become the best you are capable of becoming." Notice what's absent: the scoreboard. It's the same move this site makes with AI — the goal was never the tool adoption metric; it's who your people become while learning.
His Pyramid of Success rests on two cornerstones: industriousness and enthusiasm — the work and the love of the work. His four laws of learning were explanation, demonstration, imitation, and repetition (he liked to add that the full version was eight laws: explanation, demonstration, imitation, and repetition, repetition, repetition, repetition, repetition). And when researchers Ronald Gallimore and Roland Tharp coded 2,326 teaching acts across fifteen of his practices, they found something that should reshape how every leader gives feedback: only about 7% of what Wooden said was praise, and about as little was scolding. Roughly three-quarters of everything he said was specific, information-rich instruction — short, concrete, and about what to do next. Behind that economy sat two hours of planning for every practice, scripted to the minute on 3×5 index cards. A 2024 study in Quest put it precisely: Wooden advocated "repetition" but implemented what we now call deliberate practice.
That is the coaching philosophy in miniature: define success as growth, plan the practice, love the work, and feed people information instead of judgment.
Wooden, coachwooden.com; Gallimore & Tharp, "What a Coach Can Teach a Teacher, 1975–2004," The Sport Psychologist (2004); Givvin & Gallimore, Quest (2024); Nater & Gallimore, You Haven't Taught Until They Have Learned (2005).
The learning cycle
Six stages, two seats.
Every stage of the journey has two seats: the learner in it, and the coach beside it. The learner's job changes at each stage — so the coach's move must change with it. Get the pairing wrong and learning stalls. Get it right and it compounds.
Stage 01 · The learner
01Spark of Curiosity
Follow the spark. A jaw-drop moment opens a gap between what you know and what you suddenly need to know. The spark is fragile — it fades fast if it isn't fed.
The coach's move
Kindle — don't mandate. Curiosity can't be assigned; it's caught. Use AI visibly on your own real work, connect it to what this person already cares about, and put the tool in their hands on a problem that's theirs. The fastest way to kill a spark is to turn it into a training requirement — and your best learner is rarely who the org chart predicts, so scout wide.
Stage 02 · The learner
02Ethical Crossroads
Draw your lines. Excitement meets unease: whose work does this touch, what am I willing to automate, who am I becoming? The values you choose now become the habits of every stage after.
The coach's move
Anchor — don't decree. Handed-down policy produces compliance; questions produce conviction. Ask what worries them, where their lines are, and who they want to be with this technology — then turn the shared answers into visible team habits, not memos. A compass a learner helped build is one they'll actually steer by.
Stage 03 · The learner
03Challenge Labyrinth
Stay in the maze. The gap between the demo and your screen is real, and this is where most people quit. Every dead end is information — if you collect it.
The coach's move
Instruct — don't rescue. Rescuing builds dependence. Judging builds shame. Cheerleading builds nothing. What moves a learner through the maze is feedback as information: short, specific, and about the very next step. That was the deepest finding in Wooden's practices — and it's the difference between a coach and a spectator with opinions.
Stage 04 · The learner
04The Rabbit Hole
Go deep — on purpose. The curiosity is yours now; time distorts. Depth is where fluency gets built, but wandering without structure doesn't compound.
The coach's move
Shape — don't steer. This is the stage to get out of the way — deliberately. Protect their deep time from interruption, then give the depth a form: designed reps, honest feedback, a problem worth the obsession. You're not directing the exploration; you're building the banks that let the river run. And bring the stonecutter's patience — the hundred-and-first blow works because of all that went before.
Stage 05 · The learner
05Breakthrough
Name what you know. The frontier snaps into focus — where AI is brilliant, where it quietly fails. Say it out loud: an insight you can't articulate isn't yours yet.
The coach's move
Mark it — then raise it. Celebrate the win publicly and point to everyone who fed it, or it evaporates. Then raise the bar in the same breath — a breakthrough that isn't followed by a harder question becomes a plateau. And check the confidence while you're there: the frontier is jagged, and an insight that stops testing its own edges is the next mistake in waiting.
Stage 06 · The learner
06Mastery
Teach to keep it. Fluency you don't pass on is a plateau. Teaching is the proof of mastery — and its maintenance.
The coach's move
Hand over the whistle. The final move is succession: the learner becomes the coach of the next cohort, and your absence becomes the achievement. You haven't coached until they can coach — that's how a practice outlives any one person, including you.
Why it's a cycle, not a ladder
Read the coach's column top to bottom and you'll see the real design: the coach's presence shrinks as the learner's ownership grows — igniter, anchor, instructor, architect, witness, peer. Coaching done well is progressive withdrawal.
And the sixth stage doesn't end the journey — it restarts it. In AI the frontier keeps moving, so mastery never graduates you; it returns you to a new spark with better instincts. Your masters become coaches, their learners become masters, and the loop compounds. Optimism restarts the cycle. Pragmatism carries you through it.
The cycle is informed by the research on this site — information-gap curiosity, desirable difficulties, flow, the neuroscience of insight, deliberate practice, and the coaching studies above. All sources →
Court wisdom, verified
Lines worth keeping.
Coaching wisdom travels in maxims. These are checked against primary sources — because pragmatists cite carefully.
“Be quick, but don't hurry.”
“Never mistake activity for achievement.”
“Failure is not fatal, but failure to change might be.”
“Leadership is about recognizing that there's a greatness in everyone, and your job is to create an environment where that greatness can emerge.”
“Your title makes you a manager; your people make you a leader.”
“The role of the manager, in short, is becoming that of a coach.”
“Coach the person, not the tool.”— Chris Tarabochia