Police training, the constraints-led approach, and the real OODA loop. Dr. Pete Blair of ALERRT explains why training has to look like the job an officer will do.

Dr. J. Pete Blair is Executive Director of the Advanced Law Enforcement Rapid Response Training (ALERRT) Center and Professor of Criminal Justice at Texas State University. ALERRT trains police officers across the country to respond to active attacks. He joins Brian "Ponch" Rivera with a question most trainers avoid. Everyone agrees the best way to get good at something is to do that thing. So why does so much training consist of things that are not the thing?

He starts with the firearms qualification. An officer shoots a known course of fire from fixed distances, off a timer beep, at a target that never moves. A real encounter has a person who moves, misleads, and decides. Dr. Blair lays out the four parts of the constraints-led approach (CLA): intention, constrain to afford, representative design, and repetition without repetition. He explains why good training looks messy and why his instructors aim for about a 70 percent success rate.

Then the conversation turns to John Boyd. Dr. Blair describes how policing learned the OODA loop as a sequence used to explain reaction time. Ponch puts Boyd's full sketch on screen, and Dr. Blair says its feedback and implicit guidance sit much closer to the perception-action loop of ecological dynamics. Ponch then lays the CLA constraints triangle over the same sketch.

The second half covers John Vervaeke's 4P model, the four kinds of knowing: propositional, procedural, perspectival, and participatory. Traditional training starts with facts in a classroom and adds context last. Dr. Blair argues for the reverse and starts from the role the learner will occupy. His example is how you learned to ride a bike. He closes on training wheels, why experts cannot fully explain their own skill, and how officers turn daily work into practice reps through debriefing.

CHAPTERS

00:00 Cold open: why train things that are not the thing?

00:46 Ponch introduces Dr. Pete Blair of ALERRT

02:36 Police training and the constraints-led approach

03:18 Why police training still looks like cone drills

04:14 Naval aviation, plan-brief-execute-debrief, and adaptability

06:42 How to act when police arrive at an active attack

08:24 Firearms qualification vs a real encounter

11:03 Scenario training: context matters

12:25 Constraints-led approach (CLA): the four parts

13:52 Why good training looks messy: the 70 percent rule

16:11 Debriefing and hot washes in CLA

17:48 Rob Gray, How We Learn to Move, and ecological dynamics

19:52 Why train things that are not the thing?

20:50 Greg Souders and ecological jiu-jitsu

22:40 Practice vs game time: small-sided games

24:13 How policing learned the linear OODA loop

26:08 John Boyd's full OODA sketch and the perception-action loop

29:43 The CLA constraints triangle: individual, task, environment

32:21 The real OODA loop and CLA, side by side

34:33 Individual constraints in police training

37:40 18,000 police agencies and no consistency

41:52 John Vervaeke's 4P model: four kinds of knowing

47:03 Flipping the model: start with the role

50:37 How you learned to ride a bike

53:09 Balance bikes, training wheels, and false affordances

55:39 20 to 40 training hours a year: debrief on duty

58:39 Education of attention and representative design

1:00:34 Why experts cannot explain their own skill

1:02:12 Books for police trainers, ALERRT, and Tactical Science

1:04:35 Closing: the OODA loop is an invitation

J. PETE BLAIR, PhD

Executive Director, ALERRT Center; Professor of Criminal Justice, Texas State University

Substack (Tactical Science): https://tacticalscience.substack.com

ALERRT: https://alerrt.org

His paper on ecological dynamics in police training: https://www.crimrxiv.com/pub/guvic0j9

Rob Gray on No Way Out (Ep 134): https://youtu.be/6jAhxyy1pRY

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🎵 Spotify: https://open.spotify.com/show/5fzIKBmVR7ARosQ3I52uNC

📖 Substack (The Whirl of ReOrientation): https://thewhirl.substack.com/

🌐 AGLX Consulting: https://www.aglx.com/

📅 Book a Call: https://www.aglx.com/book-a-call-na/

🗄️ Boyd Collection: https://www.usmcu.edu/Research/Marine-Corps-History-Division/Digital-Archives/John-Boyd-Collection/

#OODALoop #PoliceTraining #ConstraintsLedApproach