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Thomas Meli

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Depolarization Studies

Interactive explorations for moving from radicalized extremes back to zones of compatibility where creative problem solving is possible.

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Mental Models for Depolarization

Mental models that counteract polarized thinking

A toolkit of mental models designed to counteract the cognitive biases that fuel polarization. Learn frameworks to help you engage constructively across divides, recognize complexity, and resist black-and-white thinking.

Key Questions:

  • •Which mental models directly counteract specific polarizing cognitive biases (e.g., motive attribution asymmetry)?
  • •How do mental models like "steel-manning" or "double-crux" function as practical depolarization exercises?
mental-modelscognitive-biasdepolarization+2 more
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Dialogue as a Depolarization Mechanism

How conversation structure affects polarization dynamics

Explore how dialogue differs from debate in its depolarizing effects. Understand the specific conversational patterns that either amplify or reduce polarization, and learn how genuine listening disrupts the cognitive mechanisms that drive us to extremes.

Key Questions:

  • •How does dialogue structure specifically reduce polarization?
  • •What conversational patterns amplify vs diminish polarized thinking?
dialoguedepolarization-mechanicsconversation-patterns+1 more
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Disagreement vs. Polarization

Distinguishing productive friction from destructive division

An interactive simulation that clarifies the crucial difference between healthy disagreement and destructive polarization. Explore how viewpoint diversity can lead to truth-seeking, while polarization collapses nuance and undermines it.

Key Questions:

  • •When does viewpoint diversity enhance group intelligence, and at what point does it collapse into destructive polarization?
  • •What is the causal mechanism that transforms healthy disagreement into affective polarization (us-vs-them thinking)?
disagreementpolarizationgroupthink+2 more
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Can Polarization Ever Produce Good Outcomes?

When disagreement helps truth-seeking

Interactive simulations exploring how polarization dynamics affect collective decision-making, truth discovery, and innovation. Discover when diversity of opinion strengthens rather than weakens group intelligence.

Key Questions:

  • •When does disagreement help groups find truth?
  • •How do explorer-integrator ratios affect innovation?
agent-based-modelingcollective-intelligencediversity+2 more
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The Strategic Game of Polarization

How rational choices can lead to collective division

An analysis of how polarization can emerge as an unintended consequence of individuals making rational decisions. This module explores how social incentives for conformity and coordination can collectively lead a society into deep, stable division.

Key Questions:

  • •How do "coordination games" model the social pressure that creates and hardens polarized group identities?
  • •What role does homophily (the tendency to associate with similar people) play in the segregation of ideas and beliefs?
game-theorystrategic-incentivescoordination-games+2 more
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Coming SoonTheory
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The Strategic Game of Depolarization

Changing the rules to reward cooperation and unity

If polarization is a game, depolarization requires changing the rules. This module explores game-theoretic strategies that alter the incentives to make cooperation, moderation, and bridge-building more attractive than division.

Key Questions:

  • •How can introducing "bridge-builders" disrupt the homophily that sustains polarized echo chambers?
  • •What is the game-theoretic role of "superordinate goals" in shifting a zero-sum conflict into a positive-sum cooperative game?
game-theorydepolarizationcooperation+3 more
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The Brain Science of Polarization

The neurological roots of "us vs. them"

A deep dive into the neuroscience of how our brains process identity, threat, and belonging. Understand how ancient neural circuits are hijacked in modern polarized environments and how that affects our capacity for nuance and wisdom.

Key Questions:

  • •How does the brain's threat response (amygdala activation) inhibit the prefrontal cortex, making us more susceptible to polarized thinking?
  • •How do social identity threats and in-group/out-group dynamics specifically trigger polarizing neural pathways?
neurosciencethreat-responsesocial-identity+2 more
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The Inner Work of Depolarization

Identifying and overcoming your own polarized thinking

An inward turn to recognize the personal habits and cognitive patterns that contribute to and perpetuate polarization. Learn to detect the signals of your own polarized mind, such as extreme language, lack of nuance, and motive attribution.

Key Questions:

  • •What are the key cognitive tells of self-polarization (e.g., catastrophizing, motive attribution asymmetry)?
  • •How can one differentiate between strong conviction and counter-productive polarized thinking?
self-awarenessmetacognitioncognitive-dissonance+2 more
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Algorithmic and Media Polarization

How algorithms and media incentives fuel division

An analysis of how the design of algorithmic recommendation systems and media platforms creates incentives that drive affective polarization. Learn to identify the specific mechanisms of algorithmic amplification and advocate for depolarizing design alternatives.

Key Questions:

  • •How do engagement-maximizing algorithms in media platforms causally contribute to societal polarization?
  • •What specific algorithmic features (e.g., bridging algorithms, context provision) have a measurable depolarizing effect?
algorithmssocial-mediamedia-effects+2 more
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Coming SoonSimulation
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Network Dynamics of Polarization

How social structures create and reinforce division

Explore how social network structures causally lead to group polarization and the formation of echo chambers. This simulation-based module demonstrates how information propagates differently in fragmented vs. integrated networks.

Key Questions:

  • •How do network structures with low "structural cohesion" and high clustering causally lead to group polarization?
  • •What network-level interventions (e.g., introducing "bridge" nodes) can demonstrably depolarize a simulated network?
network-scienceinformation-flowecho-chambers+2 more
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