Expert Advice · Training · 14 min read
Criteria stacking mistakes: why the dog stops winning
One variable at a time. If you stack three raises in one rep, you did not raise criteria - you changed the exam.
Criteria stacking is raising distance, duration, and distraction in the same breath until the dog can no longer win. Markers and criteria explains what a marker is, what rate of reinforcement means, and when a picture is cheap enough to raise. This page is the failure mode: too many dials at once, guessing, and the handler blaming the dog for an exam they redesigned mid-rep.
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This is a training protocol. Kitchen application: rate of reinforcement in the kitchen. Marker tool choice: clicker vs verbal marker. Non-food pay: calm reinforcer. Skill ladders that must stay unstacked live under skills.
What does stacking look like in a kitchen?
Three raises, one cue.
You ask for a longer down, farther from the mat you warmed up on, while the kettle screams and a guest walks in. The dog stands, sniffs, offers a sit, then a bark. Handlers call that stubborn. It is usually an unpaid dog in a picture that no longer matches the last paid one.
If you changed three dials, you did not raise criteria. You wrote a new exam.
How do you raise without stacking?
Lock two. Move one.
- Name the current cheap picture in one sentence: hip on mat, two metres from the fridge, ten quiet seconds, no doorbell.
- Pick one dial. Stretch duration to fifteen seconds, or move one metre, or add soft kettle noise - never all three.
- Mark and pay at a rate the dog can still win. Empty hands collapse the streak; see kitchen rate.
- Only when that single raise is boring do you touch the next dial.
- Two fails or a sniff-out: drop to the last cheap single raise. Finish the session with management if the house is already loud.
A place station is furniture. Rate is the metronome. Stacking is what happens when pride edits the sheet mid-cook.
How is this different from markers-and-criteria?
Rulebook versus crash report.
Markers and criteria teaches the marker, the rate idea, and the raise rule. Here the topic is the common crash: stacked raises, smeared criteria, and the dog inventing behaviors because the last win no longer predicts pay. Link back there for definitions. Stay here for the repair.
US open-plan versus UK terrace?
Same trap. Different furniture.
US (typical): open living rooms make it easy to add distance and a doorbell in one guest arrival. Stage the wait or place raise first; bring the ring later. See doorbell rehearsal and guest entry protocol.
UK (typical): narrow halls stack length, landing traffic, and a courier knock. Raise hallway distance on a quiet afternoon. Keep the real knock managed until that picture is cheap.
When is stacking not the diagnosis?
Pain, panic, resource guarding, or a slam toward a child: manage and see a qualified professional. Resource guarding is a stop list, not a criteria tweak. Training pages are not veterinary advice.
What are the usual failure modes?
- You raised three dials because a video said “week two.” The dog’s streak is the calendar.
- You marked late after a stacked picture. The dog cannot name which piece paid.
- You cloned markers-and-criteria. That page is the rulebook; this one is the crash.
- You kept stacking after two fails. Drop. Management is allowed.
- You paid chaos to “keep them busy.” Mark the criterion you named.
- You ignored pain or bite risk. Manage and get help.
Sources
AVSAB position statements on humane dog training. Criterion control and high rates of reinforcement are standard reward-based practice; see also this site’s markers and criteria and kitchen rate pages. Paraphrased as public training standards, not a research paper dump. avsab.org/resources/position-statements/
Questions on this page
What is criteria stacking in dog training?
Raising more than one hard variable in the same rep - distance plus duration plus a new distraction, or a new room plus a longer hold plus a stranger. Markers and criteria explains what a criterion is and when a picture is cheap enough to raise. This page is the failure mode: stacking until the dog starts guessing.
Why does stacking kill the streak?
Because the dog can no longer name which piece earned the pay. Two fails in a row, sniff-outs, or invented chaos usually mean the picture jumped, not that the dog turned stubborn overnight.
How do you raise criteria without stacking?
Lock two variables. Change one. Mark and pay the wins. Only when that single raise is cheap do you move the next dial. Kitchen rate work follows the same rule - see rate of reinforcement in the kitchen.
US open-plan living versus UK terrace rooms?
Same stacking trap. US open plans tempt distance and doorbell at once. UK terraces tempt hallway length plus guest noise. Raise one corridor variable, then the ring - not both on Friday night.
When is stacking not the problem?
Pain, panic, guarding, or a child being treated as prey. Manage and get help. Training pages are not veterinary advice.
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