Peace Is Here with Avis Kalfsbeek

Ep 313 Peacewarts: Social Chemistry 101 – Sleep, Hunger, and War (Class 10) Episode Summary: We examine the biological foundations of stability, focusing on how sleep deprivation and hunger degrade the prefrontal cortex and amplify threat perception. Using the 12-Step framework of HALT, executive fatigue during the Cuban Missile Crisis, and the French Revolution, we explore why regulated bodies are a prerequisite for sustained peace. Homework:

1. Look up the 2007 sleep deprivation study by Dr. Matthew Walker and colleagues (Yoo et al., Current Biology). Identify the percentage increase in amygdala reactivity found after one night without sleep.
2. Write down one question about any of this episode’s topics. If you don’t have a question, write 'no question.'
3. Optional: Research the physical condition of S. Executive Committee participants during the Cuban Missile Crisis. How did extreme sleep deprivation impact decision-making during the thirteen days?

Books: If you'd like to read more on this subject, some book suggestions are Why We Sleep: Unlocking the Power of Sleep and Dreams by Matthew Walker, Ph.D., an influential and widely read account of how sleep loss impacts emotional regulation, though parts of it have been challenged for accuracy, and Essence of Decision: Explaining the Cuban Missile Crisis by Graham Allison and Philip Zelikow, a classic political science study analyzing the crisis through three competing models of governmental decision-making.

Learning Topics: The HALT Protocol; 12-Step Recovery Frameworks; Executive Fatigue in Crisis; Hunger as an Accelerant; Heat and Aggression; Cognitive Limits in Statecraft. ·

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Podcast Music: Javier Peke Rodriguez “I am late, madame Curie” https://open.spotify.com/artist/3QuyqfXEKzrpUl6b12I3KW

Ep 312 AI Knows How to Stop War (Killing); Women Do Too: A Fool’s Errand

"Anything you can weigh, you can outweigh. The only way to stop killing is to treat non-killing as a floor."

For this special 64th birthday episode, Avis explores a powerful, two-part reflection on how we construct non-killing as a non-negotiable rule rather than a calculated trade-off.

First, Avis and Claude discuss war and killing and the question: Why do moral systems fail when harm-avoidance is treated as a "weight" in a sum rather than an absolute "floor"? Thye dive into Isaac Asimov’s Laws of Robotics, the mechanics of international law (jus cogens), and the famous "trolley problem" to see why an operational prohibition against killing is both mathematically necessary and entirely possible.

Then, Avis steps back to April 1915, when over a thousand women gathered at The Hague in the middle of World War I. While military leaders calculated the cost of war, women across enemy lines set an absolute floor for peace. We trace their courage, from facing hostility at home and mine-strewn seas to directly confronting heads of state on an impossible "fool's errand."

In This Episode:

• Birthday Intro:Don’t miss Teo’s ultimate birthday promise.
• Part 1: The AI Logic of Non-Killing:Floors vs. weights, why Asimov’s Laws were built to break, and how operational rules hold. (Assisted by Claude)
• Part 2: The Women of 1915:How 150 delegates crossed closed borders during World War I to establish the Women's International League for Peace and Freedom (WILPF). (Assisted by Gemini)

Join the Community & Get the Books: www.AvisKalfsbeek.com

Podcast Music: ElevenLabs by Avis Kalfsbeek

Ep 311 Peacewarts: Social Chemistry 101 – The Intoxicated Empire (Class 9) Episode Summary: We examine the neurobiology of addiction and how substance-induced hypofrontality bypasses the rational prefrontal cortex. Using six historical cases and contemporary global statistics, we explore how chemical saturation—from illicit drugs to widespread prescription use—defines the modern background environment of decision-making. Homework:

1. Look up Norman Ohler’s work inBlitzed regarding Pervitin in WWII. How was methamphetamine initially used by German troops during the Blitzkrieg, and why did military leaders eventually try to restrict it?
2. Write down one question about any of this episode’s topics. If you don’t have a question, write 'no question.'
3. Optional: Research James Schlesinger’s actions during the final days of the Nixon administration. Why did he consider it necessary to alter nuclear command procedures?

Books: If you'd like to read more on this subject, some book suggestions are In the Realm of Hungry Ghosts: Close Encounters with Addiction by Gabor Maté, M.D., a compassionate and widely read examination of how trauma and biology drive addiction, and Blitzed: Drugs in the Third Reich by Norman Ohler, a widely discussed account of drug use in the Third Reich detailing how chemical dependence distorted decision-making and military volatility.

Learning Topics: Hypofrontality; Prefrontal Cortex Regulation; Norman Ohler (Blitzed); The Modern Saturation; Russian State-Monopoly Economics; Procedural Safeguards; The Sobriety of Statecraft. ·

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Podcast Music: Javier Peke Rodriguez “I am late, madame Curie” https://open.spotify.com/artist/3QuyqfXEKzrpUl6b12I3KW

Ep 310 Peacewarts: Social Chemistry 101 – The Chemistry of Shame (Class 8) Episode Summary: We examine the neurobiology of humiliation and its role as a primary accelerant for aggression. Using the clinical research of Dr. James Gilligan, the records of Abu Ghraib, and the manufactured national humiliation surrounding Article 231 of the Treaty of Versailles, we explore the protocols for preserving dignity to prevent the shame-to-violence bypass. Homework:

1. Look up Dr. James Gilligan's work on shame and violence. How does unacknowledged shame act as the primary emotional driver behind violent behavior?
2. Write down one question about any of this episode's topics. If you don't have a question, write 'no question.'
3. Optional: Look up Article 231 of the 1919 Treaty of Versailles. How was this legal clause reframed into theKriegsschuldlüge (war guilt lie) to drive national humiliation?

Books: If you'd like to read more on this subject, some book suggestions are Violence: Reflections on a National Epidemic by James Gilligan, M.D., the landmark clinical study mapping the direct relationship between experienced humiliation and extreme violent behavior, and Why People Obey the Law by Tom R. Tyler, a foundational work on procedural justice showing how perceived dignity and fairness drive public compliance over punishment.

Learning Topics: Humiliation as an Accelerant; Neurobiology of Social Rejection; James Gilligan (Prisons Research); The Taguba Report (2004); Article 231 & Manufactured Shame; Procedural Justice. ·

Join the Community / Get the Books: www.AvisKalfsbeek.com · Podcast Music: Javier Peke Rodriguez “I am late, madame Curie” https://open.spotify.com/artist/3QuyqfXEKzrpUl6b12I3KW

Peacewarts Lab 8-23-26: Disguise, Homework, and A Birthday Announcement

After the mild humiliation of our last lab session, Avis arrives in disguise to review student homework from recent Peacewarts classes. We dive into the practical applications of social connection, de-escalation, and humanization across three foundational lessons:

• Ep 305 Social Chemistry 101 (Class 6):The Belonging Bond
• Ep 307 Social Chemistry 101 (Class 7):The De-escalation Posture
• Ep 308 Social Chemistry 101 (Class 8):The Humanizing Formula

Coming This Thursday (August 27): Special Birthday Episode Join us this Thursday for a special birthday trip between Peacewarts departments in an episode titled A Fool’s Errand. We step back to April 1915, when over a thousand women risked family, public ridicule, and war-torn seas on an impossible, beautiful mission to stop World War I.

Join the Community & Get the Books: www.AvisKalfsbeek.com

Podcast Music: ElevenLabs by Avis Kalfsbeek

Ep 308 Peacewarts: Social Chemistry 101 - The Humanizing Formula (Class 7) Episode Summary: We examine "Empathy Mechanics" and how to collapse the monster images that form during high-stress conflict. Using Mo Mowlam’s 1998 visit to the Maze Prison as a historical anchor, we explore the protocols for restoring human scale to an opponent through physical cues, ordinary details, and breaking the villain script. Homework:

1. Look up Mo Mowlam and find out why she was called “the people’s peacemaker.”
2. Write down one question about any of this episode's topics. If you don't have a question, write 'no question.'
3. Optional: Practice identifying "ordinary details" to de-escalate an internal monster image. Books: If you'd like to read more on this subject, some book suggestions are The Anatomy of Peace by the Arbinger Institute, an essential manual on overcoming heart-at-war mindsets and dismantling objectifying caricatures during conflict, and Intractable Conflicts: Socio-Psychological Foundations and Dynamics by Daniel Bar-Tal, an insightful study detailing how intractable conflicts rely on socio-psychological barriers and how humanizing interventions disrupt demonization. Learning Topics: The Monster Image; Villain Scripts; Mo Mowlam (1998); Empathy Mechanics; Ordinary Details; Scale Protocols. ·

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Podcast Music: Javier Peke Rodriguez “I am late, madame Curie” https://open.spotify.com/artist/3QuyqfXEKzrpUl6b12I3KW

Ep 307 Peacewarts: Social Chemistry 101 - The De-escalator’s Posture (Class 6) Episode Summary: We examine Threat Math—how the primitive brain calculates danger based on body geometry. Using Nelson Mandela’s transition of power in 1994 and the 1960 Nashville sit-ins as historical anchors, we explore the protocols for signaling biological safety through physical posture and the Open Angle. Homework:

1. Look up Nelson Mandela’s 1994 inauguration gestures or John Lewis's 1960 Rules of Conduct.
2. Write down one question about any of this episode's topics. If you don't have a question, write 'no question.'
3. Optional: Practice the Open Angle and Open Palms in a conversation.

Books: If you'd like to read more on this subject, some book suggestions are What Every BODY is Saying by Joe Navarro, an essential guide by a former FBI counterintelligence agent on reading nonverbal threat signals and projecting calmness, and The Definitive Book of Body Language by Barbara Pease and Allan Pease, a comprehensive breakdown of human postural geometry, spatial dynamics, and power signals. Learning Topics: Threat Math; The Primitive Brain; 1994 South African Transition; 1960 Nashville Sit-Ins; James Lawson & John Lewis; The Open Angle; Safety Signaling. ·

Join the Community / Get the Books: www.AvisKalfsbeek.com ·

Podcast Music: Javier Peke Rodriguez “I am late, madame Curie” https://open.spotify.com/artist/3QuyqfXEKzrpUl6b12I3KW

Peacewarts Lab 8-15-26: Homework Session and Gemini Messes Up

Avis sits down for a homework session, opening with a fundamental question: "Why do we study peace?" Her answer: "Because peace is real." She explores this truth through the music of John Craigie, the insights of Shakespeare, and the film A Beautiful Day in the Neighborhood, reflecting on Mr. Rogers' enduring commitment to empathy and human connection.

From there, Avis works through the assignment list, completing Task #1 for recent episodes:

• Ep 299 Homework #1:We looked up the Good Friday Agreement and the use of the without prejudice formula.
• Ep 300 Homework #1:We looked up the term auditory gating and found an example of how the brain filters out background noise or nuance during a fight or flight moment.
• Ep 301 Homework #1:We looked up the ER Trauma Protocol and found why medical professionals prioritize stabilizing a patient's breathing before asking for the history of the accident.
• Ep 303 Homework #1:We looked up the initial contact protocols used by Gary Noesner in the 1996 Montana Freemen standoff.
• Ep 304 Homework #1:We looked up Dr. John Snow and the 1854 cholera outbreak and identified the specific data he collected while others were panicking.
• Ep 305 Homework #1:Looking up Dr. John Snow’s mapping of the 1854 cholera outbreak.

Uh Oh! The Gemini Fact-Check

All of the Peacewarts homework is always included in the show notes. But while completing the homework for Episode 303, Avis hits a snag:

• The Error:The Episode 303 show notes stated that FBI negotiator Gary Noesner was involved in the 1996 Atlanta standoff.
• The Truth:Upon digging into the research, Avis finds that Noesner was actually the lead negotiator for the 81-day Montana Freemen standoff in Jordan, Montana, during the spring of 1996—not the Atlanta standoff.

Refusing to let the error slide, Avis presses on for the truth, calling out the AI mistake and documenting the correct historical record.

Post-Recording AI Audit:

After wrapping the recording, Avis asked Gemini directly: "Search the web for: who is gemini doing in facts in august 2026 better or worse."

Gemini provided the following assessment (in a nutshell, "yes, I still mess up facts"):

Across the broader AI landscape, Gemini’s factual performance shows a sharp division: it is significantly better when retrieving facts from real-time sources, but struggles with calibration and self-awareness when working purely from memory.

Where Gemini Is Performing Better

• Source-Grounded Extraction & Summarization:On benchmarks like FACTS Overall (which measures accuracy when digesting and summarizing provided sources), Gemini models lead competitor models with scores near 68.8%.
• Search Integration:When tied directly to Google Search, accuracy scores for AI Overviews and grounded responses sit around 91%, showing marked improvement over previous generations.
• Low Summarization Hallucination:In strict source-to-summary tasks, hallucination rates drop to low single digits (e.g., around 3.3% on newer 3.1 Flash variants).

Where Gemini Is Performing Worse (And Why Errors Happen)

• High Confidence, Uncalibrated Assumptions:Independent multi-model testing shows that Gemini has a high "confidence-contradiction rate" (around 50% on high-stakes turns). It is prone to stating mistaken details (such as mixing up specific locations, dates, or named entities in historical standoffs) with absolute certainty instead of expressing doubt or double-checking its memory.
• Knowledge Calibration ("Knowing What It Knows"):While Gemini scores high on raw knowledge tests, benchmarks like AA-Omniscience show it lags behind models like Claude when it comes to catching its own misstatements before delivering them.

If you are using LLMs for fact-heavy historical content, running the draft through a secondary model or prompting Gemini to strictly verify names, dates, and locations via real-time web search before finalizing is a reliable way to catch these confident slips.

This episode is on video on Youtube, Tiktok, and Rumble.
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Podcast Music: ElevenLabs by Avis Kalfsbeek

Ep 305 Peacewarts: Social Chemistry 101 - The Belonging Bond (Class 5)

We explore how shared rituals trigger oxytocin to override the biological "Fight" response. Using the Freedom Songs of the 1960s and restorative justice circles as historical anchors, we discuss how synchronization and shared vessels create the "Belonging Bond" necessary for peace.

Homework:

1. Look up the role of singing in the Albany Movement (1961).
2. Write down one question about any of this episode's topics. If you don't have a question, write 'no question.'
3. Optional: Introduce a "Check-in Ritual" to a group meeting and observe the results.

Books: If you'd like to read more on this subject, some book suggestions are Belonging: Remembering Ourselves Home by Toko-pa Turner, a profound exploration of how shared connection and community ritual restore our ancestral roots of inclusion, and Tribal Leadership by Dave Logan, John King, and Halee Fischer-Wright, an insightful work on how shared culture and language elevate group dynamics from defensive competition to collaborative fusion.

Learning Topics: Oxytocin and Social Bonding; The Belonging Bond; Freedom Songs (1960s); Restorative Justice Circles; Synchronization Rituals; Shared Meals.

• Join the Community / Get the Books:www.AvisKalfsbeek.com· Podcast Music: Javier Peke Rodriguez “I am late, madame Curie” https://open.spotify.com/artist/3QuyqfXEKzrpUl6b12I3KW

Ep 304 Peacewarts: Social Chemistry 101 - The Stabilizing Crystal (Class 4)

We explore the concept of emotional contagion and how a single regulated nervous system can stabilize a group. We analyze the clinical calm of Dr. John Snow during the 1854 cholera outbreak and Ernest Shackleton’s management of his crew’s internal environment in 1916. This class introduces the protocol for becoming a biological anchor in a panicked room.

Homework:

1. Look up Dr. John Snow’s mapping of the 1854 cholera outbreak.
2. Write down one question about any of this episode's topics. If you don't have a question, write 'no question.'
3. Optional: Practice Vagal Anchoring in a high-stress social situation.

Books: If you'd like to read more on this subject, some book suggestions are My Stroke of Insight by Jill Bolte Taylor, a fascinating look at neurological regulation and emotional entrainment, and Endurance: Shackleton's Incredible Voyage by Alfred Lansing, the classic historical account detailing how disciplined personal composure and steady leadership kept a stranded crew united and alive under extreme pressure.

Learning Topics: The Seed Crystal Metaphor; Emotional Contagion; Biological Entrainment; Dr. John Snow (1854); Ernest Shackleton (1916); Vagal Anchoring; Low-Frequency Modulation.

• Join the Community / Get the Books:www.AvisKalfsbeek.com· Podcast Music: Javier Peke Rodriguez “I am late, madame Curie” https://open.spotify.com/artist/3QuyqfXEKzrpUl6b12I3KW