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    A chess-playing agent need not enumerate all game states ... — Carmelics
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    Challenges→Real cognitive agents cannot fully represent the entire game they are in or reason to the end of the game.

    A chess-playing agent need not enumerate all game states if it possesses a finite generative procedure that implicitly determines all positions, as Chomsky's competence-performance distinction suggests.

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    1 reason for
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    Reasons For

    1 perspective
    Reason for
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    • 1.Finite rule systems can generate infinite outputs; chess rules are finite yet generate all legal positions, requiring no enumeration.
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    • 2.Competence (implicit rules) differs from performance (explicit execution); an agent may know positions without consciously representing them.
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    • 3.Recognition is computationally cheaper than generation; evaluating legality via rules beats storing all states in memory.
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    Reasons Against

    1 perspective
    Reason against
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    • 1.Having a generative procedure doesn't eliminate enumeration in practice; checking legality still requires traversing possibility space computationally.
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    • 2.Chomsky's competence-performance gap concerns linguistic intuitions, not algorithmic efficiency; the analogy doesn't justify computational shortcuts.
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    • 3.Expert chess play requires evaluating specific positions against stored patterns and endgame tables; procedural generation alone cannot explain this.
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    Key Terms

    Competence-performance distinction(as applied to how agents process information)
    Chomsky's idea that there's a difference between the ideal language ability someone has in their mind (competence) and how they actually use language in real situations, which can be messy and imperfect (performance).
    Enumerate(as referring to going through all chess game states)
    To list out or count every single item one by one.
    Generative procedure(as describing how a chess player might understand all possible moves)
    A set of rules or steps that can create or produce many different results without needing to list each one out individually—like a recipe that can make unlimited variations of cookies.
    Implicitly determines(as describing how game positions are contained within a procedure)
    Indirectly specifies or fixes something without stating it directly—the rules are built into the system even if you don't write them all down.
    Noam Chomsky(as referenced in modern linguistics and philosophy of language)
    A famous linguist who revolutionized how we think about language by arguing that humans have built-in mental structures for learning grammar.

    Connections

    2 topics

    Consciousness & Mind1 linkedSkepticism1 linked

    Related

    Chomsky's competence-performance gap concerns linguistic intuitions, not algorit...Competence (implicit rules) differs from performance (explicit execution); an ag...

    Details

    Type
    claim
    Perspectives
    2 (1 for, 1 against)
    Edits
    1 edit
    Expert chess play requires evaluating specific positions against stored patterns...
    Finite rule systems can generate infinite outputs; chess rules are finite yet ge...
    +3 moreShow less
    Having a generative procedure doesn't eliminate enumeration in practice; checkin...Real cognitive agents cannot fully represent the entire game they are in or reas...Recognition is computationally cheaper than generation; evaluating legality via ...