Map / Loops / Learning

Learning loop

Use, data, better product, more use.

Models running this loop 11

Model	Rung	Family	Loop	Register	State	Cos	Evidence	Last
Pay per outcome	R2 Rides	Selling the finished work	learning	Rising	Scaling	3	4A 0B	2026-09
Vertical AI priced by the work	R2 Rides	Selling the finished work	learning	Rising	Scaling	3	3A 0B	2026-04-02
Discovery paid by milestone	R2 Rides	Selling the finished work	learning	Rising	Scaling	4	3A 2B	2026-07
Engineers deployed with the software	R3 Compounds	Selling the finished work	learning	Rising	Scaling	2	1A 1B	2026-08-04
The ambient scribe	R2 Rides	Selling the finished work	learning	Rising	Scaling	4	2A 2B	2026-09-25
Driverless rides	R2 Rides	Selling the finished work	learning	Rising	Scaling	5	2A 3B	2026-Q2
Robots as a service	R2 Rides	Selling the finished work	learning	Rising	Emerging	4	2A 2B	2026-09-01
AI-tutored schooling	R2 Rides	Selling the finished work	learning	On watch	Watch	3	1A 3B	2026-08
AI companions	R2 Rides	Selling abundance	learning	On watch	Watch	0	0A 0B
AI-run insurance	R2 Rides	Selling the finished work	learning	On watch	Watch	2	0A 2B	2026-04-29
The billable hour and the pyramid	R0 Fights	toward Selling the finished work	learning	Retiring	Watch	1	0A 1B	2025-05-29