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    Weisberg and Muldoon's epistemic landscape ABMs have been... — Carmelics
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    Challenges→Agent-based modeling is a more appropriate method for representing how scientists decide which research problems and strategies to pursue.

    Weisberg and Muldoon's epistemic landscape ABMs have been shown to produce divergent results under minor parameter changes, undermining their claim to greater representational fidelity.

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    Reasons For

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    Reason for
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    • 1.Sensitivity to parameter changes is empirically documented in published replications of their models.
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    • 2.If results diverge under minor changes, the model cannot reliably represent the target phenomenon across its natural variation.
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    • 3.ABMs claiming fidelity should maintain qualitative robustness unless parameters reflect meaningful real-world differences.
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    Reasons Against

    1 perspective
    Reason against
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    • 1.Parameter sensitivity itself is theoretically informative, revealing which factors actually drive epistemic dynamics.
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    • 2.Real scientific communities exhibit sensitivity to institutional conditions; models replicating this aren't undermined but validated.
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    • 3.Representational fidelity requires capturing actual systems' behavior, including their instability, not achieving artificial stability.
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    Key Terms

    ABMs(as the research method used)
    Computer simulations (short for 'agent-based models') where you program individual characters or 'agents' to follow simple rules, then watch how their interactions create complex patterns.
    Epistemic
    "Epistemic" relates to knowledge—how we know things, what counts as knowledge, and whether we can trust what we believe to be true. It comes from the Greek word for knowledge and is used to describe questions about the reliability and validity of our beliefs and understanding. For example, "epistemic humility" means acknowledging the limits of what you can actually know for certain.
    Parameter changes(as what caused different results)
    Small adjustments to the starting settings or rules of a computer model—like changing how stubborn agents are, or how often they talk to each other.
    Weisberg and Muldoon(as researchers who developed a specific type of model)
    Two philosophers who created computer models to study how knowledge and disagreement spread among groups of people.
    epistemic landscape(Hong-Page and Weisberg-Muldoon modeling frameworks)
    A formal model representing a problem space in which agents search for solutions, where the structure of the landscape affects which search strategies and agent compositions perform best
    representational fidelity(as used in philosophy of mind and representation)
    How accurately a representation (like a map, drawing, or idea) captures the thing it's supposed to stand for.

    Connections

    1 topic

    Truth & Knowledge1 linked

    Related

    ABMs claiming fidelity should maintain qualitative robustness unless parameters ...Agent-based modeling is a more appropriate method for representing how scientist...If results diverge under minor changes, the model cannot reliably represent the ...Parameter sensitivity itself is theoretically informative, revealing which facto...

    Details

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    claim
    Perspectives
    2 (1 for, 1 against)
    Edits
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    +3 moreShow less
    Real scientific communities exhibit sensitivity to institutional conditions; mod...Representational fidelity requires capturing actual systems' behavior, including...Sensitivity to parameter changes is empirically documented in published replicat...