Methods
of the Masters
A blog on the art & science of creative action.
From Authorship To Stewardship
This Week: Guest Post from Brice Challamel , Head of AI Strategy and Adoption at OpenAI — If AI can draft the memo, build the deck, and prototype the product, what exactly is the professional's contribution? Brice says it's not "less" — it's "different." Read his case for the shift from authorship to stewardship.
Your AI Dashboard Is Lying to You (And What to Measure Instead)
The engineer who experiments with 40 prompts shows up on the dashboard. The finance manager who quietly kills three recurring reports doesn't — even though she's the one who actually changed. A guest post from Logitech's Head of Global AI.
The Rising Opportunity Cost of Being Human
AI can make you 100x more productive at work, and make being present at home feel 100x more expensive. That tension isn’t just personal weakness. It’s a new economic reality.
Are You More of What You Value?
I almost moved a family trip for two business opportunities. That moment made me ask a question I think every AI power user needs to sit with: What if your biggest AI risk isn’t bad output, but a misallocated life?
The Imagination Ceiling: Why 70% of Your People Are Stuck on AI
AI adoption is plateauing. I analyzed 5,000 anonymous survey responses looking for the culprit. I found it. And it's not what I expected.
Close the Loop
A senior executive called to tell me my talk was "one of three ingredients in the best idea I've ever had." That almost never happens. Here's why it should.
The Doing Gap Will Kill More Companies Than AI
89% of HR leaders believe AI will impact jobs next year. Only 67% say it's impacting work now. That 22-point gap between belief and action is where companies go to die.
Your Board Can't Imagine the Future
If your board members haven't personally experienced what AI can do, they cannot exercise their fiduciary responsibility. Fiduciary duty used to mean financial oversight. Then it expanded to include strategy, risk, culture. Now it includes imagination.
You're Not Tired of AI. You're Scared of It.
Everyone's “exhausted” by AI talk, or at least, that’s what I’m hearing. But there’s a more nuanced undercurrent. When I asked a room full of executives to show me what they'd actually built, everybody froze. That's not fatigue. It's something else entirely.
Stop Being a Hypocrite
Here's what I've noticed over the past year. (And yes, I include myself in this.) Leaders are really good at telling their teams to embrace AI. They're much less good at embracing it themselves.
You're a Manager Now (But Most Don't Know It)
Satya Nadella, Brice Challamel, Garry Tan, and Andrej Karpathy agree: you just took on a new role at work, but nobody told you. Most people don't even know it yet. Are you one of them?
"Have You Tried AI?" The Answer Every Leader Should Give
What if the most powerful AI leadership move isn't answering your team's questions, but asking them one simple question instead? Five words that build capacity, create permission, and get you out of the bottleneck.
Malpractice
Last email: did AI help? Last presentation: did you get AI feedback? Last difficult conversation: did you practice with AI first? If you're answering "no" to most of these, you're not behind on AI adoption. You're committing professional negligence.
Update Your Priors
If the MIT study of AI failure rates surprised you, you need to update your priors. Innovation is about shots on goal, not perfect plans. Time to recalibrate how many attempts you’re making.
Admit You Don't Know: Reverse Mentorship With An AI Sherpa
Most leaders think credibility comes from having all the answers. In the AI era, it's the opposite—credibility comes from admitting you don't know and doing something about it. Here's how to become the kind of leader who can actually drive organizational change instead of just demanding it.
What's Your Question? The Missing Skill That's Killing Innovation
Most organizations don’t fail at AI because of the tech. They fail because leaders reward critique over curiosity. Here’s how to flip the script before your next breakthrough dies in the room.
Innovation Doesn't Have to be Hard (I Just Watched AI Turn Torture Into Play)
Last week, I ran an innovation workshop for the thousandth time. But this time felt different. Every time I noticed that familiar moment where teams hit cognitive quicksand—where I'd normally say "this is the hard part, push through it"—something clicked. This is exactly when AI should step in.
The Ultimate AI Playbook: From Measuring Adoption to Delivering Impact
In five years, no one will care how many people logged into ChatGPT. They'll care about who used it to transform their work. The organizations that understand the difference between more use and better use are quietly outperforming their competitors-while everyone else celebrates meaningless "adoption" metrics.
Don’t Opt Out of AI
A recent study by American Management Association revealed that 58% of professionals feel "behind" in their AI adoption journey. While most folks know me as "the Beyond the Prompt guy," here's what you might not know: I struggle with this stuff too.
Punish Inaction: Why Leaders Must Make AI Adoption Non-Optional
Last week, Shopify CEO Tobi Lütke released an internal memo that's been making waves. My take: this isn't just another tech CEO jumping on the AI bandwagon. It's the clearest articulation I've seen of a principle I've been exploring the past 18 months: the greatest risk with AI isn't failure—it's inaction.