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Karl Friston, FRS, is the architect of the Free Energy Principle and Active Inference, the formal mathematics that describes how living systems perceive, predict, and engage with their environments under uncertainty. In this conversation, Brian "Ponch" Rivera and Mark McGrath walk Friston through John Boyd’s actual OODA sketch, not the linearized four-box version, and the result is the closest thing yet to a formal validation of what Boyd was reaching for in 1995.

The conversation builds the framework from first principles: the irreducible features of the environment, the Markov blanket as the boundary defining a self, the generative model as the cognitive operating system Boyd called orientation, and the two implicit pathways Boyd drew but few have explained. Friston then formalizes what Wall Street intuits: risk as a KL divergence between prior preferences and predicted outcomes, ambiguity as volatility, expected free energy as the mathematics of risk under uncertainty.

The episode also covers perceptual control theory, ecological psychology, predictive versus prospective control, flow states, the Rebus model and psychedelic-assisted therapy, autism and consciousness, the platonic space, and why current large language models cannot orient: they do not encode uncertainty, cannot plan over counterfactual futures, and therefore cannot truly act.

This is the episode the show has been building toward for 163 conversations.

KARL FRISTON, FRS
- UCL Profile: https://profiles.ucl.ac.uk/2747-karl-friston
- Wikipedia: https://en.wikipedia.org/wiki/Karl_J._Friston
- Google Scholar: https://scholar.google.com/citations?user=q_4u0aoAAAAJ

John R. Boyd's Conceptual Spiral was originally titled No Way Out. In his own words:

“There is no way out unless we can eliminate the features just cited. Since we don’t know how to do this, we must continue the whirl of reorientation…”

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On April 18, 2026, President Trump signed an executive order directing federal agencies to accelerate ibogaine research and expand veteran access. No Way Out recorded this conversation the day before — and it's the orientation event the policy statement isn't.

Robert Gallery was the second overall pick in the 2004 NFL Draft. By 2019, twenty years of head trauma had left him in a daily fog of brain damage, rage, and alcohol, with no clear way forward. He had the brain scan, the neurologist, the hyperbaric chambers. None of it moved the needle. Then he heard veterans talking about ibogaine and flew to Tijuana.

Brian "Ponch" Rivera, Mark "Moose" McGrath, Gallery, and Mark "Slider" Keller — who has personally supported over 400 veterans through ibogaine treatment — cover what reorientation looks like from inside the process. Not the policy. The experience.

They bring the Boyd frame: the flow states Gallery found on the football field, the orientation that collapsed after twenty years of grind and injury and retirement, and what ibogaine started and integration had to finish. Slider explains why he now calls ibogaine an oneirogen with psychedelic side effects — not a psychedelic — and what separates the people who hold their healing from the ones who don't.

Gallery built Athletes for Care to take what the veteran community figured out and bring it to athletes who are still suffering in silence. The executive order just made the conversation easier to have. This episode is the reason it matters.

Guest resources: athletesforcare.org | vetsolutions.org |

John R. Boyd's Conceptual Spiral was originally titled No Way Out. In his own words:

“There is no way out unless we can eliminate the features just cited. Since we don’t know how to do this, we must continue the whirl of reorientation…”

A promotional message for Ember Health. Safe and effective IV ketamine care for individuals seeking relief from depression. Ember Health's evidence-based, partner-oriented, and patient-centered care model, boasting an 84% treatment success rate with 44% of patients reaching depression remission. It also mentions their extensive experience with over 40,000 infusions and treatment of more than 2,500 patients, including veterans, first responders, and individuals with anxiety and PTSD

Stay connected with No Way Out and The Whirl Of ReOrientation

X: @NoWayOutcast · @PonchAGLX · @NoWayOutMoose

Substack: The Whirl Of ReOrientation - www.thewhirl.substack.com

Send us Fan Mail

Bob Gourley spent 14 years in operational intelligence — tracking Soviet naval movements, supporting ships and submarines in some of the most dynamic environments on earth — before he ever heard the name John Boyd. His regret: nobody told him sooner.

Gourley is the founder of OODA LLC, co-host of OODAcast, and one of the sharpest observers of the intersection where cybersecurity, geopolitical risk, artificial intelligence, and decision making under uncertainty collide. He runs OODAcon — an annual event he describes as less about OODA and more about orientation: what do you need to know to survive the next 12 months?

In this conversation with Brian “Ponch” Rivera and Mark “Moose” McGrath, Gourley draws a direct line from the intelligence cycle — collect, process, analyze, disseminate — to the same linearization error that has plagued every corporate OODA training in every hotel ballroom in America. The cycle fails for the same reason the four-step loop fails: because the adversary is moving while you’re still in phase two.

The conversation ranges from consciousness and psychedelics to AI’s destruction and creation moment across the technology sector. Gourley names what most executives are missing: supply chains built on helium, chips built on radioactive decay, and bond markets that cannot be managed into submission.

He also issues a direct challenge to anyone teaching the OODA loop as a sales process: they are going to suffer in life.

John R. Boyd's Conceptual Spiral was originally titled No Way Out. In his own words:

“There is no way out unless we can eliminate the features just cited. Since we don’t know how to do this, we must continue the whirl of reorientation…”

A promotional message for Ember Health. Safe and effective IV ketamine care for individuals seeking relief from depression. Ember Health's evidence-based, partner-oriented, and patient-centered care model, boasting an 84% treatment success rate with 44% of patients reaching depression remission. It also mentions their extensive experience with over 40,000 infusions and treatment of more than 2,500 patients, including veterans, first responders, and individuals with anxiety and PTSD

Stay connected with No Way Out and The Whirl Of ReOrientation

X: @NoWayOutcast · @PonchAGLX · @NoWayOutMoose

Substack: The Whirl Of ReOrientation - www.thewhirl.substack.com