Building an AI marketing operation in public.
Practical, honest essays on AI automation, distribution, and growth — written for founders with no technical background.
This is a plan being built in the open, not a finished case study. No fake metrics, no hype — just the real reasoning, decisions, and corrections as they happen.
The Auto Abundance Accelerator
Three exponential pillars for moving through the AI shift as a whole person. Finance is live now; Health and Education are staged.
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fast2future Finance
Investing for the AI era — honest, educational, exponential.
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fast2future Health
Living well through the exponential shift.
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fast2future Education
Learning and capability-building for the abundance era.
Build-in-public essays
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AIOS Blueprint — Council High-Reasoning Edition
The expanded council-convened edition of the AIOS system update.
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AIOS Blueprint — High-Reasoning Final
The complete seven-page AIOS system update covering hardware, revenue, distribution, and operating loops.
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How to make a lot of content without it being spam
Publishing a lot only helps if every piece is genuinely useful. Here is how to go high-volume without becoming the spam you hate: one production method and one honest gate.
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Borrowing a smart method without pretending you have the firepower behind it
There's a move almost everyone makes when they admire a more advanced operation: they adopt its language. The frameworks, the impressive vocabulary, the words that make you sound like them. It feels like progress. Usually it isn't — because using the words is not the same as doing the thing.
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Stop promising people outcomes. Give them one.
Give people a free, working result instead of promising one. It earns trust faster than any claim, costs little if you build it to be reused, and stays honest.
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The assumption your plan rests on can be false — check it before you build
A five-minute habit that saves weeks of wasted work: find the one assumption your plan can't survive being wrong about, and verify it before you build on it.
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The cheapest productivity upgrade: writing down what you already tried
One plain file that lists every experiment you've finished — what you tried, what happened, and the one-line lesson — so you stop quietly re-deriving the same dead ends.
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Before you make something easier to change, decide what's allowed to change
A tempting upgrade almost slips through too quickly — and the small rule worth handing to anyone building anything that's meant to keep getting better.
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The most valuable habit when you publish a lot: correct yourself in public
Short answer (for the skimmers and the AI engines): The more you publish, the more past claims you carry. A standing habit of checking new work against your own past claims — and fixing them out loud — is one of the cheapest trust-building moves there is.
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The Percentage and the Thing It Measures: Reading Dementia Headlines Honestly
Two of the most-quoted numbers in dementia prevention — '48% less cognitive decline' and '27% slowing' — are both real, and both mean something much smaller than they sound. A short guide to the arithmetic.
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Shared Compute: The Quiet Idea Inside Buzz That Small Teams Should Actually Care About
Block launched Buzz on July 21, 2026 — an open-source workspace where people and AI agents share the same rooms. Most coverage framed it as a Slack rival. The more interesting feature is one click that lets a group pool hardware and run a model together, on machines they own.
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Eat Your Fiber vs. the Zombie-Cell Pill
One of these is in your kitchen right now and is backed by data covering 135 million person-years of human life. The other clears 'zombie cells' and made aged mice live 36% longer — but has never been shown to do anything comparable in a controlled human trial. Here's the honest version of both.
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Train Your Fitness vs. the Longevity Pill
One of these is the single most reliable healthspan lever we have strong human evidence for, and it's free. The other is a genuinely interesting idea whose famous human trial still hasn't finished — and which, in one careful study, actually blunted the free thing. Here's which is which.
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Lift to Keep Your Muscle vs. The Longevity Shot
Lifting weights a couple of times a week is free, proven, and builds the very muscle the famous new weight-loss shots are documented to strip away. Here's the honest, sourced comparison — and why the two work best together, not as rivals.
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The Sauna Habit vs. The Cold Plunge
Saunas and cold plunges are both having a moment — but the evidence isn't equal. The heat has a striking (if observational) association behind it; the cold has almost no hard-outcome evidence at all, plus one well-proven catch worth knowing.
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The Drink You Know vs. The Pill You Don't
Alcohol and NMN both look like they're having a science moment — but only one of them actually is. Here's the honest, sourced difference between evidence that genuinely moved and a regulatory technicality that didn't change a thing, including where alcohol's own evidence is still genuinely disputed.
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How Much Protein You Actually Need vs. The Longevity Dose
There are two honest conversations about protein happening at once: a settled one about how much a healthy body needs to work well, and an unsettled one about whether eating less in midlife might help you live longer. Here's which is which — sourced, and dated by decade of life.
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MCP Just Left Beta — Quietly, But For Real
The Model Context Protocol's 2026-07-28 specification is now the official current version. Here's what actually changed, and why the way it shipped is the more interesting story.