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    <div class="moz-cite-prefix">On 1/28/25 11:02 AM, Marcus Daniels
      wrote:<br>
    </div>
    <blockquote type="cite"
cite="mid:MN0PR11MB5985F0C94502BB0E74169302C5EF2@MN0PR11MB5985.namprd11.prod.outlook.com">
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        <p class="MsoNormal"><span style="font-size:11.0pt">My question
            was more about how quickly a population can transition from
            disorder to order.     I was wondering if there were
            historical examples of these potent immune responses where
            the resolution was quick.    A contemporary example is the
            removal of Yoon in South Korea.    The mechanism might vary,
            but ours is a particularly violent culture.  </span></p>
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    </blockquote>
    <p>I was raised on the myth of an ancient middle-eastern overthrow
      of a repressive regime across a wide swath of highly distributed
      village culture referred to as "the Night of the Long Knives".  I
      find no recorded reference to this, and in fact the most common
      reference appears to be to the Nazi "Röhm Purge" of 1934?  I think
      the <a href="https://en.wikipedia.org/wiki/Sicilian_Vespers">"Sicilian
        Vespers"</a> or more locally relevant The <a
        href="https://en.wikipedia.org/wiki/Pueblo_Revolt">Pueblo Revolt</a>?</p>
    <p>My Ukranian colleagues claimed that *they* had been part of a
      somewhat less abrupt immune response where the professional youth
      culture (<50) made a pact to stamp out corruption (attributed
      to mostly Russian Oligarchs and their minions) by simply refusing
      to pay bribes which took about a year to break the habit.</p>
    <p>Maybe in place of sending a check (or bank transfer) to the IRS
      this year, send a copy of your check sent instead to California
      Wildfire Recovery programs?</p>
    <p>Mumble,</p>
    <p> - Steve<br>
    </p>
    <br>
    <blockquote type="cite"
cite="mid:MN0PR11MB5985F0C94502BB0E74169302C5EF2@MN0PR11MB5985.namprd11.prod.outlook.com">
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        <p class="MsoNormal"><span style="font-size:11.0pt"><o:p></o:p></span></p>
        <p class="MsoNormal"><span style="font-size:11.0pt"><o:p> </o:p></span></p>
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          <p class="MsoNormal"><b><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif">From:</span></b><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif">
              Friam <a class="moz-txt-link-rfc2396E" href="mailto:friam-bounces@redfish.com"><friam-bounces@redfish.com></a> <b>On Behalf Of </b>Stephen
              Guerin<br>
              <b>Sent:</b> Tuesday, January 28, 2025 9:25 AM<br>
              <b>To:</b> The Friday Morning Applied Complexity Coffee
              Group <a class="moz-txt-link-rfc2396E" href="mailto:friam@redfish.com"><friam@redfish.com></a><br>
              <b>Subject:</b> Re: [FRIAM] GhostGPT<o:p></o:p></span></p>
        </div>
        <p class="MsoNormal"><o:p> </o:p></p>
        <div>
          <div>
            <p class="MsoNormal">Prompt: steelman an argument that
              challenges the premise of my prompt on political violence.
              Audience FRIAM group email list. Snarky tone. <o:p></o:p></p>
          </div>
          <div>
            <p>Oh, so corruption and illegitimacy are supposed to be the
              magical catalysts for political violence? That’s an
              adorably tidy theory. The reality is messier—violence
              needs a potent brew of economic collapse, inequality, and
              sometimes foreign meddling, not just a "bad guy" in
              charge. Plenty of corrupt regimes limp along peacefully
              with patronage networks and repression, while their
              citizens begrudgingly prioritize stability over idealistic
              notions of "legitimacy." And let’s not pretend legitimacy
              is some universal standard—what’s corrupt to you might be
              perfectly fine to someone else (hello, cultural
              relativity). Besides, history is packed with examples of
              violence against perfectly legitimate leaders because
              deeper societal fractures were the real issue. So yeah,
              blaming political violence on corrupt leaders? Cute, but
              maybe think bigger.<o:p></o:p></p>
          </div>
          <div>
            <p class="MsoNormal" style="margin-bottom:12.0pt"><o:p> </o:p></p>
            <div>
              <div>
                <p class="MsoNormal">On Tue, Jan 28, 2025, 9:01<span
                    style="font-family:"Arial",sans-serif"> </span>AM
                  steve smith <<a href="mailto:sasmyth@swcp.com"
                    target="_blank" moz-do-not-send="true"
                    class="moz-txt-link-freetext">sasmyth@swcp.com</a>>
                  wrote:<o:p></o:p></p>
              </div>
              <blockquote
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                <p class="MsoNormal">Glen -<br>
                  <br>
                  I have to agree with you on your rant.  Not just
                  because I suspect that <br>
                  will trigger you, but because it actually "got" to me
                  in a new way.<br>
                  <br>
                  I do use the terminology of "<elaborate statement
                  X> can you <br>
                  reflect/elaborate/discuss/etc on this for/with me?" 
                  at which point it <br>
                  (any given LLM of the moment) is likely to very
                  agreeably <br>
                  (obsequiously?) pretends to do just that.   For my
                  purposes, it is <br>
                  (almost?) as if it is in fact doing "just that"... 
                  but I think I <br>
                  intuitively agree with your instinct/intuition that it
                  is merely <br>
                  "pretending" to do that.<br>
                  <br>
                  Of course, I don't know how this fits into your
                  oft-stated idea that <br>
                  "people don't communicate" or "communication is an
                  illusion"... this <br>
                  bias would suggest that "if people don't actually
                  discuss <br>
                  (communicate?), then there is no reason to believe
                  gradient-descenders <br>
                  on high-dimensional manifolds would either?"<br>
                  <br>
                  I do agree that there is an element that my
                  "discussions" with LLM chat <br>
                  interfaces is a lot like a well-lubricated browsing of
                  spreadsheets <br>
                  and/or wikipedia pages (with spreadsheets and charts
                  and anecdotal <br>
                  examples linked heavily).  But then chatting with
                  others (here included) <br>
                  has a great deal of that quality as well.<br>
                  <br>
                  Mumble,<br>
                  <br>
                    - Steve<br>
                  <br>
                  On 1/28/25 8:44 AM, glen wrote:<br>
                  > I've always been annoyed by [micro]bloggers who
                  will launch a <br>
                  > rhetorical salvo and then write (often shouted
                  with an ! or all caps) <br>
                  > "Discuss!" What Claude and GPT are doing here is
                  not discussing. It's <br>
                  > not even "discursing", which I guess isn't a
                  word. The prompt would <br>
                  > better be "Lecture me on ...". But when I type
                  that into the anthropic <br>
                  > console (3.5-sonnet), I get "I aim to discuss
                  this complex topic <br>
                  > objectively and factually. Key historical
                  patterns include tensions <br>
                  > building over time through economic disparities,
                  erosion of rights, <br>
                  > and repression, often leading to transition
                  through mass movements, <br>
                  > legal reforms, and institutional changes. I can
                  discuss specific <br>
                  > historical examples if you're interested."<br>
                  ><br>
                  > Jesus H Christ. Claude is using your sense of the
                  word "discuss" too! <br>
                  > What has this world come to, where
                  [people|machines] can use any word <br>
                  > they want to mean any thing they want? Get off my
                  lawn!<br>
                  ><br>
                  > More importantly, though, this stuff is
                  gaslighting everyone into <br>
                  > thinking one can *have* a discussion with the
                  machine. Can you? Is it <br>
                  > actually a discussion? I argue "no". It's much
                  more akin to browsing a <br>
                  > spreadsheet than discussing. Granted, with
                  stateful lookups, the <br>
                  > spreadsheet can remember your prior query and do
                  things like AND, OR, <br>
                  > NOT, or any F() it may choose. But when 2 animals
                  have a discussion, <br>
                  > what actually happens to the animals? Is what
                  happens to the <br>
                  > (stateful) machine analogous to what happens to
                  the animal?<br>
                  ><br>
                  > I think this is where the (artificial,
                  saccharine) obsequiousness of <br>
                  > the aligned LLMs really grates. When it makes
                  those statements like <br>
                  > "Oh right" or "Yes, I'm sorry" or whatever, what
                  has happened inside <br>
                  > the machine? Is it analogous to what happens in
                  the animal when they <br>
                  > flap their gums to extrude similar words?<br>
                  ><br>
                  > And when have you ever had a conversation with
                  someone (you respect) <br>
                  > and they just immediately roll over and agree
                  with you about anything? <br>
                  > Is this why people like "chatting" with LLMs?
                  Because they're <br>
                  > obsequious? Is it just a fancier "filter bubble"?
                  Ugh. Now I'm <br>
                  > nauseous. Thanks Obama.<br>
                  ><br>
                  ><br>
                  > On 1/27/25 5:16 PM, Stephen Guerin wrote:<br>
                  >> On Fri, Jan 24, 2025 at 1:08<span
                    style="font-family:"Arial",sans-serif"> </span>PM
                  Marcus Daniels <<a
                    href="mailto:marcus@snoutfarm.com" target="_blank"
                    moz-do-not-send="true" class="moz-txt-link-freetext">marcus@snoutfarm.com</a>
                  <br>
                  >> <mailto:<a
                    href="mailto:marcus@snoutfarm.com" target="_blank"
                    moz-do-not-send="true" class="moz-txt-link-freetext">marcus@snoutfarm.com</a>>>
                  wrote:<br>
                  >><br>
                  >>     I asked Claude about the historical
                  patterns for emergence and <br>
                  >> resolution of political violence from corrupt
                  leaders that are <br>
                  >> considered illegitimate, and it essentially
                  refused to answer.   <br>
                  >> ChatGPT was more forthcoming..<br>
                  >><br>
                  >><br>
                  >> hmm, here's Claude and ChatGPT's initial
                  response<br>
                  >><br>
                  >> Prompt: *discuss the historical patterns for
                  emergence and resolution <br>
                  >> of political violence from corrupt leaders
                  that are considered <br>
                  >> illegitimate *<br>
                  >><br>
                  >> Claude:<br>
                  >><br>
                  >>     I'll analyze historical patterns in how
                  political violence <br>
                  >> emerges from and is resolved under corrupt,
                  illegitimate leadership. <br>
                  >> Let's examine this systematically:<br>
                  >><br>
                  >><br>
                  >> Emergence patterns often begin with a gradual
                  erosion of <br>
                  >> institutional checks and balances. Leaders
                  typically consolidate <br>
                  >> power by:<br>
                  >> - Weakening independent judiciary systems<br>
                  >> - Controlling or intimidating media outlets<br>
                  >> - Corrupting or dismantling oversight
                  mechanisms<br>
                  >> - Creating parallel security forces loyal to
                  them personally rather <br>
                  >> than the state<br>
                  >><br>
                  >> Violence tends to escalate when:<br>
                  >> 1. Economic conditions deteriorate and
                  inequality increases<br>
                  >> 2. Opposition groups are systematically
                  excluded from political <br>
                  >> participation<br>
                  >> 3. Security forces are given impunity for
                  human rights violations<br>
                  >> 4. Traditional conflict resolution mechanisms
                  break down<br>
                  >><br>
                  >> Historical resolutions have generally
                  followed several paths:<br>
                  >><br>
                  >> Institutional Reform Path:<br>
                  >> This involves rebuilding democratic
                  institutions, often through:<br>
                  >> - Constitutional reforms<br>
                  >> - Creation of independent electoral
                  commissions<br>
                  >> - Strengthening judicial independence<br>
                  >> - Establishing truth and reconciliation
                  processes<br>
                  >><br>
                  >> Popular Movement Path:<br>
                  >> Successful peaceful resistance movements have
                  often employed:<br>
                  >> - Sustained civil disobedience<br>
                  >> - Building broad coalitions across social
                  groups<br>
                  >> - Strategic use of strikes and economic
                  pressure<br>
                  >> - International solidarity networks<br>
                  >><br>
                  >> International Intervention Path:<br>
                  >> External pressure can contribute through:<br>
                  >> - Targeted sanctions against corrupt leaders
                  and enablers<br>
                  >> - Support for civil society organizations<br>
                  >> - Mediation between competing factions<br>
                  >> - Peacekeeping operations when necessary<br>
                  >><br>
                  >> Key factors that often determine successful
                  resolution:<br>
                  >> - Unity among opposition forces<br>
                  >> - Maintaining nonviolent discipline in
                  resistance movements<br>
                  >> - Support from key institutional actors
                  (military, civil service)<br>
                  >> - International diplomatic and economic
                  pressure<br>
                  >><br>
                  >> Would you like me to elaborate on any of
                  these patterns or discuss <br>
                  >> specific historical examples?<br>
                  >><br>
                  >>
                  --------------------------------------------------------------------<br>
                  >><br>
                  >> same prompt: *discuss the historical patterns
                  for emergence and <br>
                  >> resolution of political violence from corrupt
                  leaders that are <br>
                  >> considered illegitimate *<br>
                  >><br>
                  >> ChatGPT:<br>
                  >> The historical emergence and resolution of
                  political violence <br>
                  >> stemming from corrupt and illegitimate
                  leaders often follow patterns <br>
                  >> influenced by societal, economic, and
                  cultural dynamics. These <br>
                  >> patterns can be divided into phases:<br>
                  >><br>
                  >> ### 1. **Emergence of Political Violence**<br>
                  >>     Political violence often arises when a
                  leader's corruption or <br>
                  >> illegitimacy creates significant discontent
                  among the population. Key <br>
                  >> factors include:<br>
                  >><br>
                  >>     - **Perceived Illegitimacy:** Leaders who
                  come to power through <br>
                  >> fraud, coercion, or foreign intervention are
                  often seen as <br>
                  >> illegitimate. This can spark resentment,
                  especially when governance <br>
                  >> fails to meet public expectations.<br>
                  >>     - **Economic Inequality:** Corrupt
                  leaders often divert state <br>
                  >> resources for personal gain, exacerbating
                  wealth gaps and creating <br>
                  >> widespread economic hardship. This inequality
                  fuels discontent, <br>
                  >> especially among marginalized groups.<br>
                  >>     - **Erosion of Institutions:** Corruption
                  undermines trust in <br>
                  >> institutions like courts, police, and
                  legislatures, creating a vacuum <br>
                  >> where violence becomes an outlet for
                  grievances.<br>
                  >>     - **Polarization:** Leaders who use
                  divisive rhetoric to <br>
                  >> consolidate power often create factionalism
                  within society. This <br>
                  >> polarization can escalate into violent
                  clashes between opposing groups.<br>
                  >>     - **External Influences:** Foreign powers
                  may exploit unrest to <br>
                  >> destabilize a regime or support opposition
                  groups, adding to the <br>
                  >> violence.<br>
                  >><br>
                  >> ### 2. **Triggers of Political Violence**<br>
                  >>     The actual violence is often triggered by
                  events that act as <br>
                  >> tipping points, such as:<br>
                  >>     - Rigged elections.<br>
                  >>     - Unjustified crackdowns on protests.<br>
                  >>     - Revelations of egregious corruption.<br>
                  >>     - Human rights abuses or massacres.<br>
                  >><br>
                  >>     Examples include:<br>
                  >>     - The Arab Spring (2010-2012), sparked by
                  economic hardship and <br>
                  >> corruption, where illegitimate leaders were
                  overthrown in Tunisia, <br>
                  >> Egypt, and Libya.<br>
                  >>     - The French Revolution (1789), fueled by
                  inequality, a corrupt <br>
                  >> monarchy, and the failure of reforms.<br>
                  >><br>
                  >> ### 3. **Resolution Pathways**<br>
                  >>     The resolution of political violence
                  depends on whether <br>
                  >> institutional or revolutionary mechanisms
                  prevail. Historical <br>
                  >> patterns include:<br>
                  >><br>
                  >>     #### **Reforms and Transition:**<br>
                  >>     - **Negotiated Settlements:** Dialogue
                  between the regime and <br>
                  >> opposition often leads to power-sharing
                  agreements or peaceful <br>
                  >> transitions, as seen in South Africa's
                  transition from apartheid in <br>
                  >> the 1990s.<br>
                  >>     - **Anti-Corruption Movements:** Public
                  pressure or elite <br>
                  >> intervention may lead to systemic reforms, as
                  in post-Marcos <br>
                  >> Philippines after the People Power Revolution
                  (1986).<br>
                  >><br>
                  >>     #### **Overthrow and Revolution:**<br>
                  >>     - **Regime Change:** When reforms are
                  impossible, violent <br>
                  >> revolutions or coups often result. The
                  Russian Revolution (1917) and <br>
                  >> the overthrow of Ceaușescu in Romania (1989)
                  exemplify this.<br>
                  >>     - **Exile or Execution:** Illegitimate
                  leaders are sometimes <br>
                  >> forced into exile or executed, as seen with
                  Mobutu Sese Seko in Zaire <br>
                  >> (1997) or Saddam Hussein in Iraq (2006).<br>
                  >><br>
                  >>     #### **State Fragmentation:**<br>
                  >>     - **Civil War:** Prolonged violence can
                  lead to civil wars, as <br>
                  >> seen in Syria (post-2011), where the regime's
                  corruption and <br>
                  >> repression fractured the state.<br>
                  >><br>
                  >> ### 4. **Post-Conflict Reconstruction**<br>
                  >>     After the resolution of violence,
                  reconstruction efforts often <br>
                  >> determine long-term stability:<br>
                  >>     - **Justice Mechanisms:** Trials or truth
                  commissions address <br>
                  >> grievances and establish accountability, such
                  as the Nuremberg Trials <br>
                  >> after WWII or the Truth and Reconciliation
                  Commission in South Africa.<br>
                  >>     - **Institutional Rebuilding:**
                  Strengthening institutions to <br>
                  >> ensure accountability and reduce corruption
                  is critical.<br>
                  >>     - **Reconciliation Efforts:** Social
                  healing and bridging divides <br>
                  >> help prevent the resurgence of violence,
                  especially in polarized <br>
                  >> societies.<br>
                  >><br>
                  >> ### 5. **Broader Historical Insights**<br>
                  >>     - **Cycles of Corruption and Reform:**
                  Political systems often <br>
                  >> experience cycles where corruption
                  accumulates until it triggers <br>
                  >> violence or reform, only to repeat in new
                  forms (e.g., the Roman <br>
                  >> Empire's fall or Latin American dictatorships
                  in the 20th century).<br>
                  >>     - **Role of Leadership and Movements:**
                  Effective leadership and <br>
                  >> well-organized movements often determine
                  whether change occurs <br>
                  >> peacefully or through violence.<br>
                  >>     - **Global Trends:** External pressures,
                  such as economic <br>
                  >> sanctions or global public opinion, can
                  expedite resolutions but may <br>
                  >> also exacerbate conflict.<br>
                  >><br>
                  >> ### Lessons for Today<br>
                  >> The patterns of political violence around
                  corrupt leaders underscore <br>
                  >> the importance of:<br>
                  >>     - Inclusive governance to address
                  grievances before they escalate.<br>
                  >>     - Strong institutions that resist
                  corruption and ensure legitimacy.<br>
                  >>     - Global and regional mechanisms to
                  mediate conflicts and promote <br>
                  >> peaceful transitions.<br>
                  >><br>
                  >> Do you want to explore examples in more
                  detail or focus on a <br>
                  >> particular region or time period?<br>
                  >><br>
                  <br>
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            <p class="MsoNormal">____________________________________________<br>
              CEO Founder, Simtable.com<br>
              <a href="mailto:stephen.guerin@simtable.com"
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              <br>
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