Predict before you move
You commit to a prediction before the controls unlock, because testing a belief you already hold teaches more than reading a summary.
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Interactive AI courses for leaders
Every lesson teaches one idea by letting you move the numbers yourself: predict what happens, change one setting, and check the math behind the result. Free, open, and about five minutes each.
AI for leaders
Five interactive lessons on how AI answers, where the return is in a workflow, why your systems come before the model, where your data goes, and what AI costs to run.
- 1Why does the same question get different answers?5 minutes
- 2What is one workflow worth?5 minutes
- 3Why can’t AI answer questions about your own business?5 minutes
- 4Where does your data go when you ask AI?5 minutes
- 5What does AI cost to run?5 minutes
How agents work
Three interactive lessons on what sits around a model, why agents lose track of long tasks, and how AI search engines cut pages into chunks and decide what to cite.
- 1What is an agent harness?5 minutes
- 2Why do AI agents forget mid-task?5 minutes
- 3Why do clear headings get your site cited by AI?5 minutes
How each lesson works
Every lesson follows the same five steps in your browser, with the full calculation written out below the figure.
Change one variable
You move the temperature, the quote volume, the systems joined, the data boundary or the model split, and watch the figure update live.
Read the exact math
Every assumption is written in plain English underneath the figure, and you can plug in your own company’s numbers to test your own case.
Related tools and research
When you finish the five lessons, run a readiness check on your own systems or read the underlying research papers.
Enterprise AI readiness check
Seven questions to see what to fix in your accounts, permissions and systems before rolling out AI.
Take the check →Private AI readiness check
Six questions to find out whether your workloads belong in a cloud VPC, on private machines, or in your building.
Take the check →Subinternal Research
Our benchmarks and technical guides on enterprise AI platforms, Zero Data Retention, connected systems and agent harnesses.
Read the research →