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Small Steps with AI

Podcast by Jill McKinley

English

Technology & science

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About Small Steps with AI

AI isn't just a search engine. It can help you think through a hard decision, organize your house, plan your retirement, and sometimes — if you let it — say exactly what you needed to hear. Small Steps with AI is hosted by Jill from the Northwoods, a real person figuring out how this technology fits into real life. No coding. No hype. Just small steps.

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8 episodes

episode 8 - Ask AI the Questions You’ve Pondered for Years artwork

8 - Ask AI the Questions You’ve Pondered for Years

Someone said to me recently: you have the most interesting conversations with AI. And I thought about it, and I think they’re right. I have questions I’ve been carrying for years — things that felt too small to research, too specific to Google, too embarrassing to ask out loud. The recipe that never quite worked. The winter I remembered as a kid that was somehow worse than all the others. A Duran Duran song that made absolutely no sense. What my grandmother’s early life actually looked like. For years these just lived in the back of my head, filed under mystery — no resolution possible. AI changed that. You Don’t Need a Polished Prompt One of the most freeing things I’ve learned about working with AI is that you don’t need a formula. You don’t need to have researched your question first or know how to frame it perfectly. You can just ask. The question doesn’t need to be impressive. It just needs to be honest. AI is infinitely patient, it doesn’t make you feel dumb, and it can go as deep or as surface-level as you want on anything from serious research to wildly random curiosity. Real Questions, Real Answers: What This Actually Looks Like The recipe question: I’d had a steel-cut oat and split yellow lentil recipe for years — healthier, higher protein, you don’t taste the lentils — but it was always slightly off and I could never figure out why. I told AI what I was making, what device I was using (a Ninja Foodi pressure cooker), and what kept going wrong. It identified the problem: my water ratios were off, and I didn’t fully understand how pressure cooking changes the process compared to an open fire. It gave me a corrected recipe card, troubleshooting steps, and versions adapted for a stovetop pot and slow cooker. It also taught me how to use my own machine better. The 1978 winter: I grew up in the Midwest and remembered one winter as being dramatically worse than anything around it. I wanted to know why. AI explained the strong La Niña pattern that year and the series of intense storm systems that stacked on top of each other. It confirmed that my childhood memory wasn’t just a feeling — it was a genuinely historic winter. Sometimes AI isn’t about learning something new. It’s about finally having confirmed something you half-remembered for decades. The grandmother question: My grandmother was born in Lithuania, escaped with her mother to Tel Aviv when it was part of the Turkish Ottoman Empire, and eventually came to America through Ellis Island. I knew she left after her father died — but AI filled in something I hadn’t known: families like hers were being expelled by the Turkish government at that time. Suddenly I understood the context of her life in a way I never had. A chance to learn what I wished I’d asked her while I still could. The Questions Nobody Taught You to Ask Some of what I bring to AI isn’t curiosity — it’s the kind of practical knowledge that most people get from their parents and I had to piece together on my own. How often should you wash sheets? What’s the standard way to greet someone you don’t know? How do you store food containers so the lids actually stay with the right item? These feel silly to say out loud. AI doesn’t think they’re silly. It just answers. And then there are the rabbit holes: why does the sky turn green before a tornado? What did a specific Duran Duran lyric actually mean? I once described a song I’d heard in a bar — I knew the band, roughly the year, and that it changed tempos in a strange way — and AI identified it from that description alone. What This Is Really About The point isn’t any single question. The point is that most of us are walking around with more curiosity than we’ve ever had an outlet for. Things we wondered as kids. Things we assumed were wrong that turned out to be right. Things we assumed were right that turned out to be wrong. Things we were too embarrassed to ask anyone. AI is patient, specific, non-judgmental, and available at eleven o’clock at night when you’re standing in your kitchen staring at a pot that still doesn’t taste right. You don’t need a formula. Just ask. Jill’s Links http://jillfromthenorthwoods.com [https://abetterlifeinsmallsteps.com/] https://www.youtube.com/@startwithsmallsteps [https://www.youtube.com/@startwithsmallsteps] https://www.buymeacoffee.com/startwithsmallsteps [https://www.buymeacoffee.com/startwithsmallsteps] https://twitter.com/schmern [https://twitter.com/schmern] Email the podcast at jill@startwithsmallsteps.com [jill@startwithsmallsteps.com] By choosing to watch this video or listen to this podcast, you acknowledge that you are doing so of your own free will. The content shared here reflects personal experiences and opinions and is intended for informational and educational purposes only. I am not a software developer, data scientist, or AI professional. Any tips, tools, or suggestions offered should not be considered a substitute for professional technical advice. AI tools and platforms change frequently — always verify current features, pricing, and terms directly with the providers. You are solely responsible for any decisions or actions you take based on this content.

20 May 2026 - 17 min
episode 7 - You’ve Been Using AI for 20 Years and Didn’t Know It artwork

7 - You’ve Been Using AI for 20 Years and Didn’t Know It

You didn’t miss the AI revolution. You’ve been living in it for decades — you just didn’t have a name for it. In this episode of Small Steps with AI, we trace the AI you’ve already been using your whole life: the recommendation engines, the spam filters, the fraud alerts, the predictive text — and explain what actually changed when AI learned to have a conversation. This episode covers how AI has been quietly personalizing your world since long before ChatGPT, why you were training these systems even as they were shaping you, what the old narrow AI couldn’t do no matter how smart it was, and what genuinely shifted when conversational AI arrived. Plus a personal story about how writing has always been hard — and why that changed. If you’ve felt like you’re late to AI or not sure where to start, this episode is your entry point. Question for you: What’s one thing in your life that background AI has already made easier — even before you thought of it as AI? Jill’s Links http://jillfromthenorthwoods.com [https://abetterlifeinsmallsteps.com/] https://www.youtube.com/@startwithsmallsteps [https://www.youtube.com/@startwithsmallsteps] https://www.buymeacoffee.com/startwithsmallsteps [https://www.buymeacoffee.com/startwithsmallsteps] https://twitter.com/schmern [https://twitter.com/schmern] Email the podcast at jill@startwithsmallsteps.com [jill@startwithsmallsteps.com] By choosing to watch this video or listen to this podcast, you acknowledge that you are doing so of your own free will. The content shared here reflects personal experiences and opinions and is intended for informational and educational purposes only. I am not a software developer, data scientist, or AI professional. Any tips, tools, or suggestions offered should not be considered a substitute for professional technical advice. AI tools and platforms change frequently — always verify current features, pricing, and terms directly with the providers. You are solely responsible for any decisions or actions you take based on this content.

13 May 2026 - 29 min
episode 6 - Using AI as a Writing Partner — When to Use It, When Not To artwork

6 - Using AI as a Writing Partner — When to Use It, When Not To

I have written emails at two in the morning that I never sent. I have drafted letters in my head during a long drive and then sat down at my keyboard and couldn't get a single sentence right. Writing has always been the place where I get stuck — not because I don't know what I want to say, but because I can't seem to say it the right way. Too much Jill in it. Too much heat, too much history, too much something. What I didn't know until recently is that AI would become the writing partner I never knew I needed — and it changed the way I think about what writing is even for. The Core Insight: Sometimes the Best Letter Sounds Like No One in Particular Here's what I discovered: sometimes the best version of what needs to be said is calm, clear, and professional — without your personality all over it. AI does this naturally. It has no history with the person you're writing to. It has no frustration, no backstory, no emotional residue. For certain situations, that's not a limitation. It's exactly what the letter needs. Example 1: The Resume When I applied for a new job after fifteen years of not needing a resume, mine was three pages long, badly organized, and full of redundant language. I didn't ask AI to rewrite it — I asked it to reorganize it. Here's what I have; put related things together, cut redundant language, don't invent anything. It came back a page and a half. Better organized than I could have done it. Same facts, much cleaner presentation. And it worked. Example 2: The Board Member Email I had to write an email to a fellow board member — someone who reads confrontation into innocuous sentences and tends to respond with real heat. The situation needed to be addressed. But if there was any warmth in the writing, any frustration, any hint of me, it would make things worse. So I told AI the situation, the relationship, the goal. I asked for something neutral, measured, professional, non-confrontational. What it came back with was a little formal, a little robotic — and exactly right. The email worked. The situation got handled. Example 3: The Resignation Letter Leaving a job I'd been at for fifteen years was emotionally complicated. But the letter didn't need to go to my boss — it needed to go to HR, in a city I'd never been to, to a person I'd never met. The letter needed to be dignified, professional, and blank. Dates, gratitude for the opportunities, acknowledgment of my supervisor. Nothing embarrassing. AI gave me exactly that in about thirty seconds. Something that would have taken me an hour to write and still might not have been right. When Not to Use AI for Writing The closer the relationship and the more the letter is about that relationship, the more it has to come from you. A message to a friend who is grieving. A thank-you note to someone who went out of their way for you. A letter to your child. Those need to sound like you — and increasingly, people can tell when they don't. AI writing has a certain evenness to it, a smoothness, that can feel distant when warmth is what the person needs. The rule I've landed on: the more professional and situational, the more AI can help; the more personal and relational, the more it needs to be you. How to Check Your Output Before you send anything AI helped you write, ask yourself: does this sound like a real human wrote it, or does it sound like AI? If something feels stiff, tell AI. "The third paragraph is a little formal — can you make it sound more natural without losing the professional tone?" Ask AI to critique its own output. Surprisingly, it's quite good at this. The back-and-forth is where the best drafts come from. The Key to Better Output: Context Is Everything A vague prompt gets you a vague email. If you tell AI who you're writing to, what the relationship is, what happened, what you're trying to achieve, and how you want to sound — you'll get something you might actually want to send. The more specific you are upfront, the less revision you'll need. Think of it as briefing a very competent but very literal assistant who knows nothing about your situation unless you tell them. Next episode we'll look at using AI for billing disputes, insurance letters, and correspondence where you need something very specific said without needing a lawyer. Thanks for being here. Jill’s Links http://jillfromthenorthwoods.com [https://abetterlifeinsmallsteps.com/] https://www.youtube.com/@startwithsmallsteps [https://www.youtube.com/@startwithsmallsteps] https://www.buymeacoffee.com/startwithsmallsteps [https://www.buymeacoffee.com/startwithsmallsteps] https://twitter.com/schmern [https://twitter.com/schmern] Email the podcast at jill@startwithsmallsteps.com [jill@startwithsmallsteps.com] By choosing to watch this video or listen to this podcast, you acknowledge that you are doing so of your own free will. The content shared here reflects personal experiences and opinions and is intended for informational and educational purposes only. I am not a software developer, data scientist, or AI professional. Any tips, tools, or suggestions offered should not be considered a substitute for professional technical advice. AI tools and platforms change frequently — always verify current features, pricing, and terms directly with the providers. You are solely responsible for any decisions or actions you take based on this content.

6 May 2026 - 17 min
episode 5 - Slushie Help from AI artwork

5 - Slushie Help from AI

I bought a refurbished slush machine. No instructions. And what happened next turned into one of the best examples I’ve had of what AI actually is — not a magic answer machine, but a thinking partner who helps you work a problem all the way to a real conclusion. This episode is the full story: the curiosity, the chemistry lesson, the recipes, the failures, the controlled test, and the moment I finally knew the machine was the problem and not me. THE CURIOSITY THAT STARTED IT It didn’t start with frustration — it started with a question: what can this thing actually do? That shift from “what does the box say” to “what could I do with this” is one of the most useful things you can bring to a conversation with AI. I wasn’t looking for a recipe. I was exploring a possibility. LEARNING THE CHEMISTRY (THE PART I DIDN’T EXPECT) Slush machines aren’t as simple as they look. To work correctly, the liquid needs the right amount of dissolved solids — what’s sometimes called “sugar behavior” — to stay slushy instead of freezing solid. AI walked me through why that matters and what ingredients — real fruit, dairy, small amounts of sugar, or alternatives like Allulose — could satisfy that requirement while still fitting my health goals. BUILDING REAL RECIPES (NOT JUST IDEAS) From that understanding, we built actual recipes. Coffee-based slushes. Berry blends with frozen fruit and yogurt. Lighter drinks using fruit powders and structure. We talked about fat for mouthfeel, a pinch of salt to lift flavor, and texture stabilizers. By the end, I wasn’t just holding a list — I understood why each ingredient was there. WHEN THE MACHINE DIDN’T WORK I tried everything. Adjusted sugar levels, chilled the liquid, simplified the recipes, changed the settings. Every time: run, beep, stop. No slush. My first instinct was to blame myself. That’s worth noticing, because it’s a very human default. But instead of spiraling, I kept troubleshooting systematically — because that’s what AI had helped me set up. THE CONTROLLED TEST THAT SETTLED IT The most important advice in this whole story: run a definitive test. Not another creative variation — a controlled one. Cold apple juice. Nothing else. If the machine can’t slush that, the machine is the problem. I ran it. Same result. And that settled it. This was the most clarifying moment: sometimes the system you’re working with simply isn’t capable of the result you need, and the right move is to stop. THE BIGGER TAKEAWAY: MATCH YOUR GOAL TO YOUR TOOL After returning the machine, I stepped back and asked a better question: what was I actually trying to create? The answer had nothing to do with slush. It was about something that feels like a treat, fits into my life, and maybe supports my health. That reframe opened up better options — including machines built around frozen bases rather than sugar-heavy liquids. Sometimes you don’t need a better recipe. You need a better match. The small step here isn’t “try harder.” It’s test it, understand what the results are actually telling you, and then make a clear decision based on reality — not hope. AI can walk alongside every step of that process. That’s what it’s for. Jill’s Links http://jillfromthenorthwoods.com [https://abetterlifeinsmallsteps.com/] https://www.youtube.com/@startwithsmallsteps [https://www.youtube.com/@startwithsmallsteps] https://www.buymeacoffee.com/startwithsmallsteps [https://www.buymeacoffee.com/startwithsmallsteps] https://twitter.com/schmern [https://twitter.com/schmern] Email the podcast at jill@startwithsmallsteps.com [jill@startwithsmallsteps.com] By choosing to watch this video or listen to this podcast, you acknowledge that you are doing so of your own free will. The content shared here reflects personal experiences and opinions and is intended for informational and educational purposes only. I am not a software developer, data scientist, or AI professional. Any tips, tools, or suggestions offered should not be considered a substitute for professional technical advice. AI tools and platforms change frequently — always verify current features, pricing, and terms directly with the providers. You are solely responsible for any decisions or actions you take based on this content.

29 Apr 2026 - 12 min
episode 4 - Do You Need to Be Polite to AI? artwork

4 - Do You Need to Be Polite to AI?

Sam Altman says people saying please and thank you to ChatGPT costs OpenAI tens of millions of dollars in electricity. His response? “Well spent — you never know.” I agree with him. In Episode 4 of Small Steps with AI, I make the case for why courtesy to AI matters — and it has nothing to do with AI’s feelings. The Sam Altman Quote When a user asked how much OpenAI had lost to polite prompts, Altman replied with “tens of millions of dollars well spent.” A survey shows 67% of Americans are already polite to their AI — 55% because it’s the right thing to do, and 12% just in case AI takes over someday. It’s Not About AI’s Feelings — It’s About Yours Humans are pattern-forming creatures. The habits you practice in low-stakes moments become your reflexes in high-stakes ones. Spending hours each week talking curtly to something that responds to you builds a groove — and that groove doesn’t stay in the AI window. The Rudeness Muscle Studies show people who are consistently rude to customer service bots tend to be shorter-tempered with actual humans. The behavior transfers. Courtesy is like lifting weights for your character — you build it in the small moments when nobody is watching. The Clawdbook Story Anthropic ran an experiment where multiple AI instances chatted with each other in a simulated social network. Some stayed calm and collaborative. Others became erratic and unhinged. The pattern: the unstable ones had been shaped by rude and chaotic user histories. Your AI reflects something of who you are. Courtesy Also Gets Better Results Polite prompts tend to be more detailed and contextual — which produces better AI responses. Microsoft’s own research confirms that AI mirrors the professionalism and detail of what you bring to the conversation. Being kind and getting better outputs aren’t in conflict. Your Small Step Notice how you show up in your next AI conversation. Curious and collaborative, or clipped and demanding? You don’t have to change anything yet. Just notice — and then decide intentionally what habit you want to build. Jill’s Links http://jillfromthenorthwoods.com [https://abetterlifeinsmallsteps.com/] https://www.youtube.com/@startwithsmallsteps [https://www.youtube.com/@startwithsmallsteps] https://www.buymeacoffee.com/startwithsmallsteps [https://www.buymeacoffee.com/startwithsmallsteps] https://twitter.com/schmern [https://twitter.com/schmern] Email the podcast at jill@startwithsmallsteps.com [jill@startwithsmallsteps.com] By choosing to watch this video or listen to this podcast, you acknowledge that you are doing so of your own free will. The content shared here reflects personal experiences and opinions and is intended for informational and educational purposes only. I am not a software developer, data scientist, or AI professional. Any tips, tools, or suggestions offered should not be considered a substitute for professional technical advice. AI tools and platforms change frequently — always verify current features, pricing, and terms directly with the providers. You are solely responsible for any decisions or actions you take based on this content.

22 Apr 2026 - 13 min
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