Month: August 2026

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The AI Learning Partner: Socratic Skill Acquisition and Rapid Mastery

Stop treating AI like a simple search engine and start using it as your own personalized, tireless mentor. This episode explores how to leverage AI-powered tools to bridge knowledge gaps, master complex skills, and accelerate your professional growth through the science of adult learning. (If you’re reading this in a podcast directory/app, please visit https://productivitycast.net/151 for clickable links and the full show notes and transcript of this cast.) Enjoy! Give us feedback! And, thanks for listening! If you'd like to continue discussing The AI Learning Partner: Socratic Skill Acquisition and Rapid Mastery from this episode, please click here to leave a comment down below (this jumps you to the bottom of the post). In this Cast | The AI Learning Partner: Socratic Skill Acquisition and Rapid Mastery Ray Sidney-Smith Augusto Pinaud Art Gelwicks Francis Wade Show Notes | The AI Learning Partner: Socratic Skill Acquisition and Rapid Mastery Resources we mention, including links to them, will be provided here. Please listen to the episode for context. Andragogy vs Pedagogy Socratic Method Comprehensible Input / Comprehensible Output (in the context of language learning but generalizable) "The illiterate of the 21st century will not be those who cannot read or write, but those who cannot learn, unlearn, and relearn." ~ Alvin Toffler Future Shock by Alvin Toffler The Ultimate Deliberate Practice Guide: How to Be the Best  Strat Cinema (by Francis Wade) Raw Text Transcript Raw, unedited and machine-produced text transcript so there may be substantial errors, but you can search for specific points in the episode to jump to, or to reference back to at a later date and time, by keywords or key phrases. The time coding is mm:ss (e.g., 0:04 starts at 4 seconds into the cast’s audio). Read More The AI Learning Partner: Socratic Skill Acquisition and Rapid Mastery Raymond Sidney-Smith | 00:00 Welcome back, everybody, to Productivity Cast, the weekly show about all things personal productivity. I'm Ray Sidney-Smith. Augusto Pinaud | 00:06 And I'm Augusto Pinar. Francis Wade | 00:07 And I'm Francis. Raymond | 00:08 Raymond | 00:08 Wade. Welcome, gentlemen, and welcome to our listeners to today's episode. Today, we're going to be continuing our AI-powered professional series, And in this particular episode, we're going to focus in on how AI is... Helping people become better learners. Basically, how these tools are transforming personal and professional development. And so we're going to be talking about passive consumption, how we use maybe some Socratic method, and how we can do all of this through the creation of AI acting really as a personalized mentor tool. To basically challenge our understanding, accelerate our learning curve, and help us achieve proficiency, hopefully faster than before. And so let's talk about what traditional learning really looks like, and then we'll Talk about what the... Problems are in that space that we're trying to solve for when we're utilizing AI. Francis | 01:09 So the traditional model is that you sit down and receive knowledge from someone else. That there's an expert. Behind the scenes. But what's happening now is way more fluid than that. It's that. I'm somehow reaching out to an entity and it's reaching out back to me in real time. And it's an AI entity.  So no experience is give and take between you Something that's really smart. And where I am. And this give and take is not Obviously, it's not one directional, but It changes over time because I've noticed that cloud for example, is becoming better at finding stuff for me or teaching me stuff.  So it's like having this flexible space in which I'm being exposed to more things, I'm learning more things, I'm remembering more things. Because it's reminding me of more things. I'm accessing more options. And in so doing, I'm becoming a better professional. In my case, I'm thinking in particular of writing. I'm becoming a better writer. It couldn't have happened with a human being. The way it's happening with AI. And for the last year and a half, I'm really grateful for it because this kind of flexible space is Absolutely making me a better professional.  So it's again, It doesn't compare to anything that I've experienced before. So it's something that's brand new and it's evolving. I. Raymond | 02:38 Do, too. Augusto | 02:39 Hello. It is interesting. I'm going to talk about two cases that I recommend. For social media for artificial intelligence. One is I sometimes work with clients who have beaten up. Okay, beaten up as a child, beaten up as an early adult, beaten up. And one of the things that AI produce a different experience. Delusional, but a different experience is that AI will try to make you feel good. And I have recommended to a couple of my clients, go and have a glass of wine and a chat with your chat GPT. Okay, feel good. Because Feeling good, it's very important for productivity. It's very important for learning. It's very important. If you go, okay, I'm going to study this book. And you get into that, I'm going to study the book. But then you go like, okay, well... I don't know how to learn or I can't get into this material. The learning, the growing is very hard. Feel nice.  So that's one thing. But the second is how much Really? You can adventure. Into new topics, even if you don't want to master them. Okay. I remember Good day. Before Google, yes, because I'm that old. Okay. Where if you wanted to repair your car, okay, your best hope was to go to AutoZone or the equivalent and find a Hanes manual. Okay. And that thing was like the golden source. You could have every screw of that car had was on that manual. It was incredible. Then came YouTube and we asked how we did it before YouTube where you can see the video. Now it's even better. I have a chat for every vehicle we have in our house. Okay? And I can go and ask, not for, okay, how do you fix, no, for this specific model of this specific year of this. And it saves even more time. I enjoy a glass of wine once in a while. I'm very bad at it. Okay? According to a friend of mine, the reason is I don't drink enough wine. Okay? And if you get very good at it, you need to drink enough wine. I fail. Okay. But this is what is interesting. I've been putting into ChatGPT, okay, the wines that I enjoy. Okay. When I, and, What happened the other night, I was having dinner with some friends. We were in their house, and a friend of mine pulled three bottles of wine. I said, pick one. In the past, I will have picked based on the label. Guilty of charge. I know nothing about it. This time, I pull my phone, take a screenshot or a picture of the three labels and say, what matched my profile? And it picked something completely different to what I was going to pick. But It was actually fitting to the profile. It was a glass of wine that I enjoy because in the past what happened is I get the glass of wine and No, this one was. You can go from the mundane And you can really go with this. To the expert level. I was having a work issue with a VDI. For the people who don't know what a VDI is, it's a virtual desktop interface. And I basically have a client who gives me this VDI to do work with them. Fantastic. Except that I could not make it work for what I wanted to make it work. Chat GPT to the rescue? No. Okay, I went put all the details blah and it says the problem is you are trying it was an audio issue you are trying to make This on your iPad. The solution is try to remove I remove one of the layers it worked better and then I went and bought a And they're flying. Problem solved. The problem is the machine and the VDI cannot go and convert the audio to the VDI audio, to the iPad audio, to Bluetooth. Great. And remove two of those layers and problem solved. But these were things that in order to get to those conclusions, the number of trial and errors And the time that you need was... Among us. And now you can get those answers with two or three good prompts very quick. That bring me to the last point I'm going to make. I remember the first time I read Alan Toffer sentence saying, The analfabets of the future will be those who are unable to learn and unlearn. If he will be alive today, he will say that alphabets of the future will be those who can make prompts. And this is something when people say, then AI is going to take our work and the world and all this. Yes, it's going to change it. No question about it. And Terminator will be in the right of the corner. That said. The right prompt will really make this tool A tool? And if you don't learn how to do prompt and just think you can do what you did with Google, You are. Much likely dead in the water. Raymond | 07:48 There are a couple of things that I think AI can help with here in terms of learning. When you have full agency over your life, the way in which you learn is going to be different. When you have an employer who may be asking you to learn as you onboard into a new company, you may have to watch a whole bunch of learning videos to onboard into the company. That is a fundamentally different kind of learning than a teacher teaching you, a professor teaching you, a topic so that you can get a degree and move on in the education system.  So we need to think about the way in which we are thinking about learning as adults and that I think that perspective alone changes when you start approaching AI as what I talk about as basically being a learning partner. Because this becomes not just, I mean, there's so many different categories. I can go in a lot of different directions, but I will, I'll say that one, just learning on the fly, it becomes this wonderful learning experience....
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The Strange Thing Successful CEO Do Before They Fail

Picture a boardroom anywhere in the world. A new strategic plan is about to be built, and it follows a stretch of disappointing results. Someone at the table believes the old plan deserves an honest look before anyone writes a new one. The rest of the room disagrees, and the person leading that resistance is the chief executive.

This scene repeats itself constantly, across industries and continents, in companies large and small. And it repeats for a reason that has surprisingly little to do with the numbers on the page.

Somewhere in that room, someone already knows what went wrong. They stay quiet, and not because they lack nerve. Often the silence exists because the one person who most needs to hear the diagnosis has quietly turned the plan’s failure into a verdict on himself.

This has a name, though it is rarely the name people reach for. It isn’t stubbornness, and it isn’t ego in the casual sense most people mean when they use the word. It’s something closer to fusion: the CEO’s sense of identity has welded itself to the authorship of the plan. Criticizing the plan starts to feel indistinguishable from criticizing the man.

The Instinct to Diagnose the Leader

The common response to a struggling CEO is to assume he needs more self-reflection. That diagnosis feels intuitive, and it is usually wrong.

Executive coaches who work with senior leaders will tell you something consistent: top performers tend to run high on confidence, and sometimes on narcissism. Wins get filed under personal skill. Losses get filed under bad luck, timing, or a market nobody could have predicted. Which means owning a failure takes real effort, precisely because nothing in the leader’s usual operating system asks him to.

So what actually moves a confident leader to let go of a plan he built?

Three well-documented cases suggest an answer, and it isn’t introspection triggered by failure. It’s something closer to a deliberate choice, made from strength rather than crisis.

Garry Ridge spent over two decades running WD-40, and built one of the most studied culture turnarounds in modern business on a simple, command-driven mantra: be brilliant, be brief, be gone. At some point that mantra stopped fitting the company he wanted to build. He later described the shift in five plain words: he couldn’t do it alone.

Alan Mulally took over a struggling Ford and steered it through the 2008 financial crisis without the government bailout its competitors needed. About the plan that made that possible, he said something equally direct: it was bigger than him.

Satya Nadella went a step further at Microsoft. Rather than simply saying the company’s direction wasn’t his alone, he dismantled the senior leadership structure built to run things that way, on the theory that no single person, including the CEO, should hold that much of the answer.

None of these three men were failing when they made that call. Each was already succeeding, with every reason to keep doing exactly what had gotten him there. Yet each one gave up sole ownership of his company’s direction anyway, voluntarily, before a board or a crisis forced the issue.

That timing matters more than it first appears. It suggests the shift isn’t a symptom of failure, something a leader is forced into once the results turn bad. It’s a decision available to any leader, in good times or bad, and the best ones make it deliberately, long before anyone hands them a reason to.

Rejecting a Popular Premise

Ridge, Mulally, and Nadella weren’t managing their egos more skillfully than other executives. They were rejecting an assumption most organizations never examine: that a company’s direction is supposed to be authored by one person at the top, the way a founder might write a mission statement on a napkin and hand it down as scripture.

That assumption carries a flaw most boardrooms never name out loud. A company’s direction isn’t handed down from a single mind, however talented that mind happens to be. It gets surfaced collectively, through the accumulated judgment of the people running the business day to day, closest to the customers and the friction points a CEO rarely sees firsthand. The more a leader treats that direction as personal property, something he built and therefore owns, the more fiercely he will defend it against the one exercise that could actually improve it: an honest post-mortem.

The Same Reflex, Wearing Two Faces

This reflex shows up differently depending on how the last plan went, which is part of why it goes unrecognized so often.

When a leader senses the prior strategy failed, he tends to suppress honest discussion about it. Even a carefully facilitated review can land like an accusation rather than an exercise, and the room adjusts accordingly, softening its language until the review says almost nothing useful at all.

When a leader believes the prior strategy succeeded, the resistance shows up dressed differently, but the underlying mechanism is identical. Success gets defended as proof that nothing needs to change. This is the same instinct that kept a dominant film company comfortable with film long after digital cameras arrived, kept a video rental giant comfortable with physical stores while streaming quietly took over living rooms, and has repeated itself across a long list of once-dominant firms convinced that what worked before would keep working. Confidence in past results becomes the very thing that blocks an organization from spotting the threat forming just outside its field of view.

Failure resists a post-mortem out of self-protection. Success resists it out of certainty. Both come from the same place: a leader who has made the plan’s outcome personal, whichever direction that outcome happened to run.

There is a third variation worth naming, quieter than the other two. Some leaders resist not because the result was clearly good or bad, but because it was ambiguous, and ambiguity is harder to defend than either extreme. A mixed result invites the most debate, and debate is exactly what identity fusion is built to avoid.

What a Colleague Can Actually Do

If you aren’t the top leader, and you sense your CEO is standing in the way of an honest review, pressure rarely works. Direct confrontation tends to trigger the very defensiveness you’re trying to move past, and most people who have tried it once rarely try it the same way twice.

A better move is reframing the role itself. Help your CEO see himself less as the sole author of the company’s direction and more as its chief learner, or its lead experimenter, someone whose job is to keep testing the plan rather than defend it. That single shift in self-perception does more work than any argument about specific numbers ever will.

Ridge, Mulally, and Nadella are useful here, not as inspiration but as evidence. Each one answered the same question at the height of his influence, when nothing outside forced the admission: whose plan is this supposed to be?

Now picture your own CEO hearing that question, in your own boardroom, this week. He is still resisting the post-mortem, and you are still deciding how hard to push. The better question isn’t how hard. It’s which question you ask.

Not a challenge to his judgment. An invitation to a role he likely never chose for himself, and one he remains entirely free to choose now, at whatever stage his company’s story happens to be in.

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PS: Five prompts to take this further with an AI assistant

  1. “I lead a team where a senior leader seems to be personalizing a past strategic failure. Help me identify three signs this is happening, based on the psychological pattern described in this article.”
  2. “Using the Ridge, Mulally, and Nadella examples, help me draft a short, low-pressure way to raise the idea of a strategy post-mortem with my own leader, without it sounding like a criticism.”
  3. “Walk me through the difference between a leader resisting a post-mortem out of failure versus resisting one out of past success. Which pattern sounds more like what I’m seeing in my own organization?”
  4. “Help me design a simple post-mortem process for my team’s last strategic plan that treats the findings as collective, not as an evaluation of any one person.”
  5. “If I wanted to reframe my own role from ‘owner of the vision’ to ‘chief learner,’ what would that change about how I lead the next planning cycle? Help me think through three concrete differences.”
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Ep 38 – The Bellhop and the Sardines w/Amie Devero

Your company knows that it needs to move quickly once a corporate strategy has been developed, to get the document in the hands of the staff.

But what does it mean to “get it into their hands?” Send them a pdf? Get them to watch a video? Attend a town hall? Attend a briefing from their manager, after she has received her briefing?

This is a massive problem and here today to apply an AI-driven solution is Amie Devero. Tune into this episode to hear from us as we tackle the issue of strategy activation together.

Show Notes

You can try Contextuum at www.contextuum.ai

Amie and Contextuum will be featured at the Long-Term Strategy Conference 2026. This year’s theme is AI in Strategy Creation | Beyond Trendslop – https://strategyconf.fwconsulting.com

This is a public episode. If you’d like to discuss this with other subscribers or get access to bonus episodes, visit longtermstrategy.substack.com/subscribe

Posted on

Ep 38 – The Bellhop and the Sardines w/Amie Devero

Your company knows that it needs to move quickly once a corporate strategy has been developed, to get the document in the hands of the staff.

But what does it mean to “get it into their hands?” Send them a pdf? Get them to watch a video? Attend a town hall? Attend a briefing from their manager, after she has received her briefing?

This is a massive problem and here today to apply an AI-driven solution is Amie Devero. Tune into this episode to hear from us as we tackle the issue of strategy activation together.

Show Notes

You can try Contextuum at www.contextuum.ai

Amie and Contextuum will be featured at the Long-Term Strategy Conference 2026. This year’s theme is AI in Strategy Creation | Beyond Trendslop – https://strategyconf.fwconsulting.com

This is a public episode. If you’d like to discuss this with other subscribers or get access to bonus episodes, visit longtermstrategy.substack.com/subscribe

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Ep 37 Why Global Conflict Has Your C-Suite Knee-Jerking Strategy Once Again

Your company prides itself on its long-term thinking, planning and acting. But now that times are difficult due to the outbreak of a war, you are wary of what might happen given your experience of COVID, supply chain breakdowns and sudden tariffs.

During these extreme events, you saw C-Suite executives delve into the weeds, doing the work of managers. As their time horizons shortened, they ignored the big picture until well after the crisis passed. This meant lost opportunities, and a lack of preparation for future threats.

How should you intervene given that it appears as if the roots of long-term thinking are weaker and shallower than you thought?

In this episode we look at your leadership system and where it lacks disciplined practices for long-term focus.

This is a public episode. If you’d like to discuss this with other subscribers or get access to bonus episodes, visit longtermstrategy.substack.com/subscribe

Posted on

Ep 37 Why Global Conflict Has Your C-Suite Knee-Jerking Strategy Once Again

Your company prides itself on its long-term thinking, planning and acting. But now that times are difficult due to the outbreak of a war, you are wary of what might happen given your experience of COVID, supply chain breakdowns and sudden tariffs.

During these extreme events, you saw C-Suite executives delve into the weeds, doing the work of managers. As their time horizons shortened, they ignored the big picture until well after the crisis passed. This meant lost opportunities, and a lack of preparation for future threats.

How should you intervene given that it appears as if the roots of long-term thinking are weaker and shallower than you thought?

In this episode we look at your leadership system and where it lacks disciplined practices for long-term focus.

This is a public episode. If you’d like to discuss this with other subscribers or get access to bonus episodes, visit longtermstrategy.substack.com/subscribe