Skip to content
Carmelics
TopicsThinkersChangesContributorsLoading account…

    Carmelics

    A reasoning platform. Break down any belief into clear reasons, explore both sides, and weigh the evidence honestly.

    Navigate

    • Topics
    • Search
    • Recent Changes
    • Contribute
    • How It Works
    • Glossary
    • Thinkers
    • Contributors
    • About
    • Statistics
    • Terms
    • Privacy

    Database

    Statements
    —
    Perspectives
    —
    Topics
    —

    Press ? for keyboard shortcuts

    LoyalLoyalJusticeJustice
    Made withinDC&Austin
    Statements
    321,452
    Perspectives
    108,905
    Topics
    42
    If heuristics succeed precisely by ignoring available inf... — Carmelics
    Home
    HistoryEditSee Inverse

    Part of a larger discussion

    Challenges→Bounded rationality can be understood as optimization under constraints

    If heuristics succeed precisely by ignoring available information rather than processing it under constraint, the optimization framework mischaracterizes the mechanism of bounded rationality.

    ?Rate how convincing each reason is below to see the overall strength.
    1 reason for
    1 reason against

    Reasons For

    1 perspective
    Reason for
    ?
    • 1.Ecological rationality shows heuristics outperform complex models by discarding noise, not merely processing under computational limits.
      ?

      Think about whether this reason is strong or weak

    • 2.Optimization frameworks assume agents process available data; heuristics' success via selective ignorance contradicts this core assumption.
      ?

      Think about whether this reason is strong or weak

    • 3.Fast-and-frugal trees succeed precisely because they ignore correlates; optimization frameworks cannot account for beneficial information rejection.
      ?

      Think about whether this reason is strong or weak

    Reasons Against

    1 perspective
    Reason against
    ?
    • 1.Ignoring information is itself a constraint-satisfaction strategy; optimization frameworks can model selective attention as cost-benefit tradeoff.
      ?

      Think about whether this reason is strong or weak

    • 2.The claim conflates mechanisms (what heuristics do) with characterization (how we model them); both could describe the same bounded process.
      ?

      Think about whether this reason is strong or weak

    • 3.Empirical success via ignorance doesn't prove optimization models mischaracterize—it shows which constraints matter, refining rather than refuting frameworks.
      ?

      Think about whether this reason is strong or weak

    Sign in or register to share your perspective on this statement.

    Next step

    Based on where you are in your exploration

    Strongest counterpoint
    Explore the most compelling reason on the other side.

    Key Terms

    Heuristics(as used in epistemology and ethics)
    Quick mental shortcuts or rules of thumb that help us make decisions without having to think through every detail from scratch.
    Optimization framework(as used in economics and rational choice theory)
    A way of thinking about decision-making that assumes people are trying to get the absolute best outcome by carefully weighing all their options and information.
    bounded rationality(Decision theory and cognitive psychology)
    Models of decision-making that take into account that human agents face resource limitations, as a counterpoint to normative models requiring optimization over all alternatives.
    mechanism(Nineteenth-century scientific worldview that challenged interactionist dualism)
    The scientific and philosophical view that the physical world is causally closed and that all events are explicable solely in terms of physical laws
    mischaracterizes(what conditioning political expression does to national self-determination)
    Describes something inaccurately or in a misleading way—getting the nature or basis of something wrong.

    Connections

    2 topics

    Truth & Knowledge1 linkedConsequentialism1 linked

    Related

    Bounded rationality can be understood as optimization under constraintsEcological rationality shows heuristics outperform complex models by discarding ...

    Details

    Type
    claim
    Perspectives
    2 (1 for, 1 against)
    Edits
    1 edit
    Empirical success via ignorance doesn't prove optimization models mischaracteriz...
    Fast-and-frugal trees succeed precisely because they ignore correlates; optimiza...
    +3 moreShow less
    Ignoring information is itself a constraint-satisfaction strategy; optimization ...Optimization frameworks assume agents process available data; heuristics' succes...The claim conflates mechanisms (what heuristics do) with characterization (how w...