One method, five levels of responsibility
Every book applies the same four quadrants: Structure it, Understand it, Choose tools, Build it. What changes from Level 1 to Level 5 is who is affected when it goes wrong: at Level 1 only you, at Level 5 everyone who relies on what you run.
How to read the matrix
5 books
Swipe sideways to compare responsibility levels. Track names stay visible while you browse.
Use
Get value from AI in your own work
| Track | L1UserOnly you | L2Power userYour team sees a bad document or a wrong figure | L3BuilderColleagues depend on something you built | L4IntegratorCompany or lab systems and real data are in the loop | L5OperatorWork stops when it breaks, and it must survive you leaving |
|---|---|---|---|---|---|
| Track 15AI in research | T15-L01Use AI in Your Research and Say Exactly How | T15-L02Record an AI Step So a Co-Author Can Rerun It | T15-L03NEWGet an AI Step on Participant Data Reviewed, Then Build It Inside the Approval | T15-L04Set Up AI for a Whole Research Group | T15-L05Keep Your Group's AI Use Compliant and Running After You Leave |
Every book keeps its address even while its title and content evolve.