The New Business School

BUILD FROM
WHAT YOU
KNOW.

A business school for the new AI economy. Learn to think, write, imagine, and form a real business with people and AI agents.

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33 lessons8 departmentsOne output per lessonNo income guarantee

Watch the opening minute

Proposing a radically different AI workshop

1:00
Autoplays muted on larger screens · tap for soundEnter the school →
01

Think for yourself

Use AI to make your thinking visible and stronger—not to outsource the act of thinking.

02

Build from reality

Ground every experiment in direct experience, direct relationships, and evidence you can inspect.

03

Program for freedom

Make time, location, care, culture, and community constraints the architecture of the business.

04

Cooperate to become capable

Build systems where people and AI agents increase one another’s agency instead of performing a solopreneur fantasy.

The honest target

YOUR FIRST $100 DAY

Treat $100 as a constraint for learning the math—not a promise. One $100 sale and two $50 sales are different products, workloads, and conversations. You will learn to see the difference.

DO THE MATH →

The founder arc

THE SCHOOL IS ITS FIRST LIVE CASE STUDY.

A+ Active Training began with a conviction: people do not need more AI tourism. They need practice, coaching, and repetitions that produce useful work.

That work became The Prompt Clinic, a public laboratory for helping clinicians and other professionals apply AI without abandoning judgment, trust, or the human relationship.

Now it becomes The New Business School: a broader school for independent thought, human cooperation, AI agents, and business formation. This domain keeps the history visible because the evolution is part of the curriculum—not a rebrand we need to hide.

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Department 1

Orientation

Enter the school, understand the method, and define the first observable business experiment.

  1. Welcome to The New Business School

    Understand why the school teaches by exposing real thinking, building, failure, and revision.

  2. What Should a School Teach?

    Stop mistaking exposure for education. Define the tested foundation that would let you decide, keep learning, and navigate change without borrowing someone else's judgment.

  3. Observe Thinking Live

    Make your reasoning visible enough to inspect and improve.

  4. Set the First $100 Day Challenge

    Turn a revenue goal into a bounded learning experiment.

Department 2

Think, Write & Imagine

Strengthen the human faculties that make AI useful instead of numbing.

  1. Do the Anti-Brainrot Workout

    Interrupt passive AI consumption with deliberate thought.

  2. Write Canonical Documentation

    Create a document that points another person toward the truth.

  3. Use Words to Push Imagination

    Use language to make a better future specific enough to examine.

  4. Build an Inspectable Artifact

    Turn an idea into something another person can examine.

Department 3

Freedom as a Constraint

Program the business around the life, values, and communities it is meant to serve.

  1. Measure a Rich Life

    Define wealth in terms the business must actually protect.

  2. Program Freedom as a Constraint

    Translate the rich life into rules the operating system must obey.

  3. Choose What to Say No To

    Use refusal to preserve a coherent life and business.

  4. State the Community Standard

    Name the values that govern cooperation across differences.

Department 4

Ground in Reality

Build from direct experience, direct relationships, honest capability, and a credible time horizon.

  1. Inventory Direct Experience

    Separate work you have done from subjects you merely recognize.

  2. Inventory Direct Relationships

    Map people you can approach with context, trust, and permission.

  3. Map Means, Motivation & Opportunity

    Test whether you can deliver, want to persist, and can reach a real opportunity.

  4. Resolve the Freshman Paradox

    Claim capability at the level your direct evidence supports.

  5. Choose a Horizon That Fits Your Means

    Select a learning horizon your current resources can sustain.

Department 5

Business Through Cooperation

Reject the solopreneur fantasy and design systems that increase the agency of other people.

  1. Reject the Solopreneur Trap

    See business as coordinated capability rather than individual performance.

  2. Locate the Agency of Others

    Design the offer so another person becomes more capable.

  3. Map the Human–AI Supply Chain

    Assign work, judgment, and accountability across people and agents.

  4. Design Regenerative Cooperation

    Make value circulate instead of exhausting the people and places that create it.

Department 6

Business Calculus

Use rates, costs, production constraints, and forecasts to see what the business is actually becoming.

  1. Measure the Rate of Change

    Track how a meaningful business variable changes through time.

  2. Price by Market & Capability

    Set a price consistent with the buyer, result, proof, and present ability to deliver.

  3. Know Marginal & Full Cost

    Calculate what one more sale costs and what the whole system requires.

  4. Model Volume & Break-Even

    Calculate how many units the current system must sell and fulfill.

  5. Forecast & Set the Stop Rule

    Make the next decision before hope or fear rewrites the evidence.

Department 7

AI Agents for Business Formation

Give an agent an aligned goal, keep trustworthy humans in the loop, and connect a narrow product to payment.

  1. Give the Agent an Aligned Goal

    Specify a short-term target that remains subordinate to the long-term life and community constraints.

  2. Design the Human in the Loop

    Place human judgment where trust, ambiguity, consequence, or private data requires it.

  3. Choose a Produced Good

    Prefer a bounded artifact when services would create unmanageable orchestration.

  4. Create the Stripe Product & Payment Link

    Publish the simplest inspectable path from promise to direct payment.

Department 8

Community Practice Lab

Make the direct offer, observe the system, and improve it with a founding community of practice.

  1. Make the First Direct Offer

    Ask a real person to exchange money for the narrow result.

  2. Observe & Report the System

    Turn business behavior into a report that changes the next move.

  3. Join the Founding Community of Practice

    Build a weekly rhythm where live work, artifacts, office hours, and evidence improve one another.

Field notes

ONE USEFUL EXPERIMENT A WEEK.

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