Research · A learning path
From the work
you do to the
money you use.
Seven short lessons on money, Bitcoin and software that pays. Start with the problem. Every number has a source.
Begin with lesson 01One idea at a time.
Read in order, or return to a question.
Lesson 1 · 3 min read
The Problem
Dollars are created faster than paychecks grow. Measured against the dollar supply, pay keeps falling behind.
Lesson 2 · 2 min read
Bitcoin
Digital money that people hold and send under shared rules, with no bank in the middle.
Lesson 3 · 2 min read
Limited Supply
There will never be more than 21 million bitcoin. The schedule is public and nobody can speed it up.
Lesson 4 · 3 min read
A Truly Fair Market
No one can print more bitcoin. Its price comes from buyers and sellers meeting a fixed supply.
Lesson 5 · 3 min read
Sovereignty
Hold your own keys and no bank or company can freeze, block or dilute your money.
Lesson 6 · 2 min read
Payments
Lightning lets bitcoin move in seconds, in amounts as small as a fraction of a cent.
Lesson 7 · 3 min read
AI and Bitcoin
AI agents buy data, computing and services. They need money that works without a bank account.
After the foundations
Go a little deeper.
The lab and earlier essays remain here when you want more detail. Models are tools for examining assumptions, not promises about the future.
- Bitcoin research lab
Change assumptions and inspect the calculations.
- Reading a log-periodic Bitcoin chart
What a fitted curve can and cannot tell you.
- Bitcoin payments for AI infrastructure
Explore the technical context behind machine payments.
- AI agents, explained in plain English
A companion introduction to software that acts.