Seed and Society | AI, Agents, and Automation

Makeda Boehm
  • 5.0 (5)
  • Entrepreneurship
  • Updated Weekly

AI is moving at the speed of daily™. Makeda Boehm helps you understand what changed, why it matters, and what to do with it. Seed & Society® explores AI, agents, automation, Context Training™, digital workforces, business, careers, and the future of work through one question: how can this technology create more money, time, and options for more people? Makeda is a Strategic AI Advisor, bestselling author, keynote speaker, founder of Seed & Society®, and creator of Context Training™. She brings nearly two decades of workforce experience, $10 million in enterprise technology sales, and a background spanning the social sciences, business, and data science. Expect practical explanations, honest experiments from what she’s building, and a human perspective on the technology shaping how we work and live. Some episodes are delivered by Em Bee, Makeda’s professional AI voice, with every idea and final message directed and approved by Makeda.

  1. 6d ago

    How A.I. Compresses Time and Creates More Options

    You don’t need A.I. to help you fill every minute. You need it to shorten the distance between an idea and the resources, work, or opportunity on the other side. Context Training went from an idea to a published book in about sixty days, then reached number one in Amazon’s Document Management category on launch day. In this episode, I explain why that milestone matters to me, how A.I. compressed the work without removing my judgment, and why a saved hour should mean more than an efficiency metric. In this episode: Why roughly thirty thousand days and eighty summers frame my work with A.I.The difference between doing old steps faster and removing steps that no longer need to existHow Context Training moved from years of scattered thinking to a finished book in about sixty daysWhat the number-one category ranking proves and what it does notHow the same time-compression question connects Context Training to EverFreelyOne question for separating the work that needs your judgment from the work A.I. can carry Who this is for: Anyone who wants A.I. to return time to their life instead of helping them pack more work into it. Get Context Training: https://seedandsociety.com/book

  2. Sep 2

    A Free AI Account Is Not The Same As Access

    Powerful technology is not meaningful access when you cannot understand it, direct it, or judge what it produces. This episode gives you one grounded way to begin with a real result and keep your authority while you learn. Context Training™: the human skill of teaching A.I. your world so it can stop guessing and start doing useful work. Its four moves are: Say what you need. Show what matters. Check the work. Teach what it missed. In this episode:- The three layers of A.I. access: technology, learning, and agency- Why the $2.99 Kindle price is an access decision, including the difference between Kindle Unlimited reading and purchasing the DRM-free edition for EPUB or PDF download- How the four-move Context Training Loop helps people direct A.I. without surrendering their judgment- What the book's less-than-60-day path demonstrates about thinking agentically- How EverFreely™ is being built to apply Context Training to opportunity discovery and truthful applications- A one-question-at-a-time prompt for choosing one low-risk result and beginning today Who this is for: A professional, leader, educator, founder, or independent expert who knows A.I. is changing their field and wants a trustworthy place to begin. Context Training: Teach A.I. Your World So It Stops Guessing and Starts Working for You releases September 4. Buy the $2.99 Kindle edition at seedandsociety.com/book.

  3. Aug 26

    If A.I. Saves Time, Why Are You Still Rewriting Everything?

    If A.I. keeps giving you generic, inconsistent work, the problem may not be the tool or your prompt. It may be that the system still has to guess what matters to you. In this episode, I show you how Context Training helped turn years of source material, decisions, stories, standards, and corrections into a finished 34,407-word book in less than 60 days. The final word-by-word review took two days because the A.I. co-author already understood the assignment, not because human judgment was removed. You'll also learn the four-part Context Training Loop and complete a simple voice-memo exercise you can use with the A.I. tool you already have. In this episode, you'll learn: - Why a better prompt cannot replace a shared foundation - How to get A.I. closer to your real voice, priorities, and standards - What belongs in your foundation, a reusable Skill, and today's prompt - How to use one voice memo to create a stronger first result - Why correcting the source is more useful than fixing the same output repeatedly - How portable context lets you change A.I. tools without rebuilding your work - What human authorship and responsibility look like in an A.I.-supported book Try the exercise with one low-stakes task: say what you need, show what matters, check the first result, and save one correction that should guide the next attempt. New podcast episodes publish every Wednesday. The newsletter continues every Sunday with a practical way to use the week's idea. Preorder Context Training: Teach A.I. Your World So It Stops Guessing and Starts Working for You: https://www.amazon.com/dp/B0HC5FM7DL Join the Seed & Society newsletter: https://seedandsociety.com/newsletter

  4. Aug 19

    Just Because You Can Doesn't Mean You Should

    A.I. can help you publish, automate, and build more than ever. Every new output can also create more work to review, maintain, support, and improve. At some point, you have to decide whether everything you can make deserves a place in your life. This episode gives you a practical way to make that decision. You'll learn how to separate a clear yes from an honest not yet, use evidence to find what is actually moving the needle, and protect your best work from competing with everything technology made possible. You'll also hear how Context Training™ powers EverFreely™, an app being built to help you find opportunities that can create revenue. Some provide direct dollars through grants and other funding. Others generate leads and new business through speaking, podcasts, press, bylines, awards, and fellowships. For professionals, those opportunities can also help you build thought leadership, executive presence, and a personal brand that travels beyond one role or employer. That portable body of work can strengthen your career now while creating more options for whatever comes next. In this episode, you'll learn: - How to decide whether an A.I.-enabled idea deserves a yes, a no, or a not yet - Why the first output may be fast while the full life of the work still costs you time - How to recognize when more teaching has become information overload - What to measure over thirty days before deciding what is actually useful - Why owning your context shouldn't require becoming your own software engineer - How EverFreely is being designed to find revenue opportunities that fit your real experience - How speaking, podcasts, press, and other visibility opportunities can create qualified leads - Why thought leadership and a personal brand can become career infrastructure and a retirement plan - How visible proof of your expertise can strengthen job-market competitiveness and executive presence EverFreely™ is being built for independent experts pursuing revenue and professionals building thought leadership, visibility, and portable career options. Join the waitlist to be one of the first to know when it launches. Who this is for: anyone who wants A.I. to create more money, more time, and more options without filling their life with more work than the result is worth. New podcast episodes publish every Wednesday. The newsletter continues every Sunday. Join the EverFreely™ waitlist: seedandsociety.com/everfreely Preorder Context Training: Teach A.I. Your World So It Stops Guessing and Starts Working for You: https://www.amazon.com/dp/B0HC5FM7DL

  5. Aug 13

    The Box Almost Nobody Fills In

    The one action: open the custom instructions box in the A.I. you use most and cover five durable things. What you're optimizing for, how to talk to you with a test attached, where the truth lives, what it can and can't change, and when to stop and come back to you. Then rerun something you already asked this week and read the two answers side by side. Context Training in its smallest form: teaching A.I. the world it needs to understand before it does the work. This box is the first inch of it, it's free, and it's the difference between a tool that guesses at the top of every chat and one that starts from you. What stays out of that box: the launch, the client, the quarter, this week's deck. That's project context, and it belongs in its own container. The five, all durable, none of them biography:- What you're optimizing for, the goal every answer gets judged against- How you want it to talk to you, and give it a test, not an adjective- Where the truth lives, and what to read first, so it stops inventing what it could look up- What it can change and what it can't, with the reason attached- When to stop and come back to you, the moments you'd rather it halt than confidently keep going Who this is for: anyone who still re-explains themselves at the top of every conversation and is tired of paying that tax. Get the template, a filled example for every line, what to keep out of the box, and where the box is hiding in ChatGPT, Claude, and Gemini: seedandsociety.com/context. You'll get every week's action in your inbox too.

  6. Aug 11

    The A.I. Tools I Use Every Day

    Most people pick one A.I., usually whichever one they heard of first, and use it for everything. That's like owning one tool and treating every job as a nail. They're all free to try, and each one is better at something different. Here are the five I'm in almost every single day, and what I actually use each one for. The five, and the job each one does best:- ChatGPT: the everyday workhorse, for thinking out loud, brainstorming, first drafts, moving something forward fast- Claude: the one for your voice and anything long or careful, real writing and documents that have to sound like you- Perplexity: a real answer to a real question with the current sources cited, no ten blue links to dig through- Gemini: lives inside Google, handles enormous amounts of information at once, and holds the image model people call Nano Banana, make or edit a picture from a sentence- NotebookLM: upload your own notes, PDFs, or documents and it turns them into an audio overview, a podcast about your own material you can listen to on a walk Your action for today, and it costs zero dollars: open one A.I. you've never actually used. Hand it the exact same task you already gave your usual tool today, the same question or draft. Put the two answers side by side and read them. One new tool, the same job, five minutes. The whole game is using the right tool for the thing instead of forcing one tool to do everything. Who this is for: anyone who still runs everything through a single A.I. and suspects they're leaving leverage on the table. Want the shortcut? The cheat sheet has all five tools, what I use each one for, and my go-to opening move for each. Grab it at seedandsociety.com/tools, and you'll get every week's action in your inbox too.

  7. Aug 6

    I Wrote a Book With A.I. and I'm Still the Author

    If you've used A.I. on something with your name on it, you've had the thought: how much of this is still mine. This is the honest answer, walked all the way through. What the machine did, what I did, and where the line is and why it doesn't move. Context Training: teaching your A.I. your world, your documented voice, worldview, corrections, and evidence, so what it produces starts from you instead of from everyone. It's the reason drafting comes back sounding like me, and it's the argument the book makes about itself. In this episode:- The two bad versions of this conversation, one on each side- What the raw material actually is, and why it can't be generated- The drafting step, said plainly, with no hedging- The verification step people skip, and the research that cut against my own argument- Where the line sits, and why it's a rule instead of a feeling- Why "could you do it without A.I." is the wrong question, and agency is the standard, not independence- Why A.I. didn't skip me past the learning, it got me to the learning Who this is for: anyone with their name on work A.I. helped make, who has quietly wondered how honest to be about how they work. The book, Context Training: The Number One Skill in A.I. Teach A.I. Your World So It Stops Guessing and Starts Working for You, is at seedandsociety.com/book. For weekly ideas on making A.I. genuinely useful in your world, join the newsletter at seedandsociety.com/newsletter.

  8. Aug 4

    I Almost Built My A.I. Employees an Office

    You built a system so you would stop being the person everything runs through. Then, without noticing, you rebuilt the office around it: titles, a place for the work to be handed off, an approval on everything before it moves. Same life, new staff. Here is how to catch it. Context Training: teaching your A.I. your actual business so it can own an outcome instead of guessing at one, and reading your existing process as evidence of what really matters, not as law you have to preserve. In this episode:- Why your existing process is evidence, not law, and how to tell the difference- What an office actually solves, and why none of those problems exist in what you are building- The three ways people copy the org chart without noticing- What it looks like with the handoffs gone, with real numbers- What genuinely survives: roles, real sequence, and approvals where being wrong is expensive- What being in charge actually is- A ten-minute check you can run on one thing you have already automated Who this is for: founders whose business runs through them, professionals who want to be the one on their team who actually knows how to use this, and anyone who opened their first A.I. tool last week and does not know what to point it at. The book, Context Training: The Number One Skill in A.I. Teach A.I. Your World So It Stops Guessing and Starts Working for You, is at seedandsociety.com/book. For weekly ideas on making A.I. genuinely useful in your world, join the newsletter at seedandsociety.com/newsletter.

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AI is moving at the speed of daily™. Makeda Boehm helps you understand what changed, why it matters, and what to do with it. Seed & Society® explores AI, agents, automation, Context Training™, digital workforces, business, careers, and the future of work through one question: how can this technology create more money, time, and options for more people? Makeda is a Strategic AI Advisor, bestselling author, keynote speaker, founder of Seed & Society®, and creator of Context Training™. She brings nearly two decades of workforce experience, $10 million in enterprise technology sales, and a background spanning the social sciences, business, and data science. Expect practical explanations, honest experiments from what she’s building, and a human perspective on the technology shaping how we work and live. Some episodes are delivered by Em Bee, Makeda’s professional AI voice, with every idea and final message directed and approved by Makeda.

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