Cook-or-Baker Calibration
Match the precision of coaching to the person's need for structure
- Difficulty
- Easy
- Time to result
- ~days to results
- Steps
- 4
- Confidence
- 97%
The Cook-or-Baker model separates people by how much procedural precision helps them act. A baker prefers exact amounts, timing, order, and rules; vague guidance creates anxiety. A cook prefers principles, freedom, and a small number of priorities; detailed tracking feels stifling and can reduce adherence. Galpin does not recommend guessing forever. He first puts people through a temporary baker phase in which food, sleep, or training is measured precisely enough to establish a shared baseline. Once the person understands what the variables feel like and the coach has usable data, the instructions can stay exact or become looser. The mechanism is calibration followed by personalization: gather enough detail to know the system, then deliver the minimum structure that improves decisions for that person's temperament.
Origin
Galpin introduced the cooking-versus-baking analogy while explaining why his sleep, nutrition, and training clients receive different levels of detail.
Core principles
- 01Some people gain confidence from exact instructions.
- 02Others experience exact instructions as stifling and overwhelming.
- 03Everyone benefits from a temporary measurement phase that establishes calibration.
- 04Long-term detail should match personality and adherence rather than the coach's preference.
How to run it
- 1
Run a precision phase
Measure the relevant behaviors and outcomes for a short period so both coach and learner understand the baseline.
Pro tip Use enough time to encounter normal variation rather than relying on one day.
Watch out Do not let temporary tracking become permanent by default.
- 2
Observe the response to detail
Notice whether exact instructions reduce uncertainty or instead create friction, anxiety, and avoidance.
Pro tip Ask what decisions the person wants removed and what freedom they want retained.
Watch out Do not confuse lack of knowledge with a stable personality preference.
- 3
Set the instruction level
Give baker-like people specific sequences and quantities. Give cook-like people broad concepts with only one or two immediate priorities.
Pro tip Reduce detail only after the person can recognize the relevant quantities and signals.
Watch out Never loosen requirements that are safety-critical.
- 4
Recalibrate
Review adherence and outcomes, then add or remove structure. Treat the classification as adjustable rather than permanent.
Pro tip Return briefly to precision when results become hard to interpret.
In the wild
A client becomes anxious when told to eat a small handful of almonds and asks for an exact number. The reaction reveals that specific quantities make the instruction easier to follow.
→ The coach supplies baker-style precision instead of treating the question as resistance.
An athlete rejects a tightly timed protocol but responds well to one or two concepts each month. The coach removes unnecessary decisions without dictating every action.
→ The athlete follows the plan with less overwhelm while retaining the important constraints.
Common mistakes
Giving everyone the same detail
The same instruction style can calm one person and overwhelm another.
Starting with uncalibrated intuition
Going by feel before learning what quantities and outcomes actually look like makes feedback unreliable.
Is it for you?
Best for
It is best for coaches or self-directed learners translating health and performance evidence into daily behavior.
Not ideal for
It is not ideal for replacing mandatory precision in medical treatment or safety-critical procedures.
From the transcript
“if you are a baker and I give you cooking like instructions or coaching you're going to have huge anxiety”
“if you're a cook and I give you that level of detail I need you to weigh and measure every single thing I need you…”
“you should start by going through a phase as a baker”
From the episode
The New Science Of Heart Health, VO2 Max & Sleep Hacking - Dr Andy Galpin - #822
Dr Andy Galpin