Training vs. reality
I’ve worked with dogs for more than 25 years in the real operational double-blind world. That world has nothing to do with orchestrated social media videos or carefully staged training sessions. Don’t get me wrong, we can design challenging training exercises, and we should. But the tension, chaos, and uncertainty of a live operation cannot be fully mimicked. And when I tested the dog teams, trained for the famous “super-focused sit and stare” alert in true double-blind setups, they failed to find the target odor. Why? Because their training was built on predictable expectations, not true detection. The weakness is in the way how these dogs are trained, how the handlers act and time after time they break in the real operational world, because;
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The trainer always hides the odor in a familiar environment.
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The reinforcer (like a Kong) is always delivered at the right time, so the trainer knows the exact hiding place of the odor.
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The rhythm of findings becomes so familiar that the dog is predicting the outcome. If these dogs miss this rhythm in the real world, where they often don't find anything, they collapse.
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The trainer cannot cope with the tension of double blind, the dog notice that and start hesitating because things are not congruent.
The hidden cues handlers give
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Standing still near the hide, facing front towards the hide.
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Stopping verbal encouragement or conversations with others
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Tension or slack in the leash.
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A “distraction pull”, tension on the leash, that actually acts as a bridge signal for the dog.
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Reaching for the reinforcer.
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Position themselves behind the dog for the throw.
What science tells us
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Dogs learn patterns quickly.
- The expectation for the dog to find something is super high.
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If the training lacks variety in odor sources, environments, time gaps, and distractions, the dog builds a narrow expectation.
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When those expectations aren’t met in the field, the dog struggles.
The myth of the “Protocol Prophet”
The real operational challenge
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Many searches end with no finds at all.
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The pressure of the operation, often in life threathening circumstances.
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Sometimes target odors are degraded, contaminated, amounts differ or its for the dog like just a poor copy of training samples.
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Handlers are often nervous, distracted, or under pressure, and unable to provide their usual cues to support the dog in its decision.
Operational success requires:
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Dogs trained with curiosity and independence
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Handlers who allow the dog to lead the search
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Honest double-blind training that reflects the reality of field conditions
Why I still teach an alert
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If a dog is reinforced only on cocaine batch A, it may hesitate or fail to indicate on batch B which is manufactured differently, stored longer, or cut with other chemicals.
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This is a generalization problem.
But dogs can also learn something we don't want. By classical conditioning the dog suddenly start to react on something else than the target odor. Or dogs draw conclusions, like found something 3 times in a suitcase? Well there is a big chance that the dog will sit nearby the next suitcase that it will see, without even using its nose. Here we can use the trained SIT to calibrate the dog.
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Test what the dog truly understands.
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Calibrate performance across odors, batches, and environments.
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Ensure the dog is discriminating the right target odor, not something chemically close but incorrect.
- That the dog will use its nose instead of eyes.
Why calibration matters
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Electronic sensors are recalibrated regularly and its mandatory.
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Chemical kits have clear procedures for testing their accuracy.
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Detection dogs should be held to the same professional standard.
Without calibration, the risks are enormous:
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Shutting down airports for hours after a false alert
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Missing explosives hidden on a train or in a building
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Failing to detect narcotics at a border crossing
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Triggering unnecessary evacuations of buildings or events
The role of NOTA in calibration
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The target odor is too fresh or too old.
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The sample is contaminated.
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The batch is different from what their dogs trained on.
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NOTA is unique, standardized, stable and neutral, removing the emotional baggage tied to operational target odors.
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It provides a consistent benchmark across organizations, countries, and disciplines.
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By calibrating with NOTA, we avoid endless debates and create a shared global standard for reliability.
Back to the passive alert
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Teaching dogs that the odor itself is the key
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Allowing them the freedom and giving them the confidence to make choices without relying on handler cues
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Building flexibility and generalization into their training
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Preparing teams with double-blind work, where “no find” is just as important as a find
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And teach your dog to search together with you, I mean the trained final response (SIT) isn't always the moment the reinforcer will follow. Sometimes we need to move stuff and search again to reach the odor source.
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And keep in mind that in some situations the dog cannot go into the SIT because of the environment, the obstacles or other reasons. In many of my covert operations I didn't wanted the SIT because bystanders could noticed that their was a investigation going on.