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    <br>
    <blockquote type="cite"
      cite="mid:ee83206b-8dc7-c6af-2c3c-3f83dcc6b682@swcp.com">
      <blockquote type="cite">Or ... or ... they counter the
        conventional wisdom that *humans* generalize their learning or
        reasoning beyond text. We are the OG bots.
        <br>
      </blockquote>
    </blockquote>
    <p>I am fascinated by the "bootstrapping" that semantic/syntactic
      recursion seems to imply.   I'm looking for examples in these LLMs
      where this is exposed.   It seems that at the level of
      sophistication GPT4 is responding, this must be common?</p>
    <p>It feels as if there might be a surprisingly robust "house of
      cards" built entirely of lexical units which are stacked very
      cleverly together (in an echo of the patterns of the artificial
      neural net connections made while training an LLM?) and you are
      suggesting that this is roughly what human learning/understanding
      looks like as well...   <br>
    </p>
    <p>Lakoff and Nunez's "embodiment" arguements seem to suggest that
      even if there may be some elaborate card-stacking going on, there
      is a foundation (in human understanding) of
      sensorial/sentient/qualia experiences they ground out upon/in?</p>
    <p>If we tentatively accept this account, then I wonder what LLMs
      are grounded in?  It would seem maybe "hallucinations" of
      sensorial experiences?</p>
    <p>So: from the horse's mouth:<br>
    </p>
    <blockquote>
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          display: flex; gap: 1.5rem; padding: 1.5rem 0px; font-size:
          1rem; line-height: 1.5rem; max-width: 48rem;">
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            md:gap-3 lg:w-[calc(100%-115px)]" style="border: 0px solid
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            flex-direction: column; gap: 0.75rem;">
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              transparent; --tw-shadow-colored:0 0 transparent;
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              --tw-saturate: ; --tw-sepia: ; --tw-drop-shadow: ;
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              --tw-backdrop-contrast: ; --tw-backdrop-grayscale: ;
              --tw-backdrop-hue-rotate: ; --tw-backdrop-invert: ;
              --tw-backdrop-opacity: ; --tw-backdrop-saturate: ;
              --tw-backdrop-sepia: ; display: flex; flex-grow: 1;
              flex-direction: column; gap: 0.75rem;">
              <div class="min-h-[20px] flex flex-col items-start gap-4 whitespace-pre-wrap" style="border: 0px solid rgb(217, 217, 227); box-sizing: border-box; --tw-border-spacing-x:0; --tw-border-spacing-y:0; --tw-translate-x:0; --tw-translate-y:0; --tw-rotate:0; --tw-skew-x:0; --tw-skew-y:0; --tw-scale-x:1; --tw-scale-y:1; --tw-pan-x: ; --tw-pan-y: ; --tw-pinch-zoom: ; --tw-scroll-snap-strictness:proximity; --tw-ordinal: ; --tw-slashed-zero: ; --tw-numeric-figure: ; --tw-numeric-spacing: ; --tw-numeric-fraction: ; --tw-ring-inset: ; --tw-ring-offset-width:0px; --tw-ring-offset-color:#fff; --tw-ring-color:rgba(59,130,246,0.5); --tw-ring-offset-shadow:0 0 transparent; --tw-ring-shadow:0 0 transparent; --tw-shadow:0 0 transparent; --tw-shadow-colored:0 0 transparent; --tw-blur: ; --tw-brightness: ; --tw-contrast: ; --tw-grayscale: ; --tw-hue-rotate: ; --tw-invert: ; --tw-saturate: ; --tw-sepia: ; --tw-drop-shadow: ; --tw-backdrop-blur: ; --tw-backdrop-brightness: ; --tw-backdrop-contrast: ; --tw-backdrop-grayscale: ; --tw-backdrop-hue-rotate: ; --tw-backdrop-invert: ; --tw-backdrop-opacity: ; --tw-backdrop-saturate: ; --tw-backdrop-sepia: ; display: flex; min-height: 20px; flex-direction: column; align-items: flex-start; gap: 1rem; white-space: pre-wrap;">what are LLMs' structures grounded out in?</div>
            </div>
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              justify-center mt-2 gap-2 md:gap-3 lg:gap-1 lg:absolute
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              --tw-backdrop-opacity: ; --tw-backdrop-saturate: ;
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                transparent; --tw-shadow-colored:0 0 transparent;
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                --tw-grayscale: ; --tw-hue-rotate: ; --tw-invert: ;
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                inherit; font-size: 16px; font-weight: inherit;
                line-height: inherit; margin: 0px; padding: 0.25rem;
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                background-color: transparent; background-image: none;
                cursor: pointer; border-radius: 0.375rem; visibility:
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                  stroke-width="2" viewBox="0 0 24 24"
                  stroke-linecap="round" stroke-linejoin="round"
                  class="h-4 w-4" height="1em" width="1em"
                  xmlns="http://www.w3.org/2000/svg"></svg></button></div>
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              0px solid rgb(217, 217, 227); box-sizing: border-box;
              --tw-border-spacing-x:0; --tw-border-spacing-y:0;
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              --tw-scale-y:1; --tw-pan-x: ; --tw-pan-y: ;
              --tw-pinch-zoom: ; --tw-scroll-snap-strictness:proximity;
              --tw-ordinal: ; --tw-slashed-zero: ; --tw-numeric-figure:
              ; --tw-numeric-spacing: ; --tw-numeric-fraction: ;
              --tw-ring-inset: ; --tw-ring-offset-width:0px;
              --tw-ring-offset-color:#fff;
              --tw-ring-color:rgba(59,130,246,0.5);
              --tw-ring-offset-shadow:0 0 transparent;
              --tw-ring-shadow:0 0 transparent; --tw-shadow:0 0
              transparent; --tw-shadow-colored:0 0 transparent;
              --tw-blur: ; --tw-brightness: ; --tw-contrast: ;
              --tw-grayscale: ; --tw-hue-rotate: ; --tw-invert: ;
              --tw-saturate: ; --tw-sepia: ; --tw-drop-shadow: ;
              --tw-backdrop-blur: ; --tw-backdrop-brightness: ;
              --tw-backdrop-contrast: ; --tw-backdrop-grayscale: ;
              --tw-backdrop-hue-rotate: ; --tw-backdrop-invert: ;
              --tw-backdrop-opacity: ; --tw-backdrop-saturate: ;
              --tw-backdrop-sepia: ; display: block; justify-content:
              space-between;"></div>
          </div>
        </div>
      </div>
      <div class="group w-full text-gray-800 dark:text-gray-100 border-b
        border-black/10 dark:border-gray-900/50 bg-gray-50
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        border-image: initial; box-sizing: border-box;
        --tw-border-spacing-x:0; --tw-border-spacing-y:0;
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        --tw-pan-x: ; --tw-pan-y: ; --tw-pinch-zoom: ;
        --tw-scroll-snap-strictness:proximity; --tw-ordinal: ;
        --tw-slashed-zero: ; --tw-numeric-figure: ;
        --tw-numeric-spacing: ; --tw-numeric-fraction: ;
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        --tw-backdrop-brightness: ; --tw-backdrop-contrast: ;
        --tw-backdrop-grayscale: ; --tw-backdrop-hue-rotate: ;
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        --tw-bg-opacity:1; background-color:
        rgba(247,247,248,var(--tw-bg-opacity)); --tw-text-opacity:1;
        color: rgba(52,53,65,var(--tw-text-opacity)); font-family:
        Söhne, ui-sans-serif, system-ui, -apple-system, "Segoe
        UI", Roboto, Ubuntu, Cantarell, "Noto Sans",
        sans-serif, "Helvetica Neue", Arial, "Apple Color
        Emoji", "Segoe UI Emoji", "Segoe UI
        Symbol", "Noto Color Emoji"; font-size: 14px;
        font-style: normal; font-variant-ligatures: normal;
        font-variant-caps: normal; font-weight: 400; letter-spacing:
        normal; orphans: 2; text-align: start; text-indent: 0px;
        text-transform: none; white-space: normal; widows: 2;
        word-spacing: 0px; -webkit-text-stroke-width: 0px;
        text-decoration-thickness: initial; text-decoration-style:
        initial; text-decoration-color: initial;">
        <div class="text-base gap-4 md:gap-6 md:max-w-2xl lg:max-w-xl
          xl:max-w-3xl p-4 md:py-6 flex lg:px-0 m-auto" style="border:
          0px solid rgb(217, 217, 227); box-sizing: border-box;
          --tw-border-spacing-x:0; --tw-border-spacing-y:0;
          --tw-translate-x:0; --tw-translate-y:0; --tw-rotate:0;
          --tw-skew-x:0; --tw-skew-y:0; --tw-scale-x:1; --tw-scale-y:1;
          --tw-pan-x: ; --tw-pan-y: ; --tw-pinch-zoom: ;
          --tw-scroll-snap-strictness:proximity; --tw-ordinal: ;
          --tw-slashed-zero: ; --tw-numeric-figure: ;
          --tw-numeric-spacing: ; --tw-numeric-fraction: ;
          --tw-ring-inset: ; --tw-ring-offset-width:0px;
          --tw-ring-offset-color:#fff;
          --tw-ring-color:rgba(59,130,246,0.5);
          --tw-ring-offset-shadow:0 0 transparent; --tw-ring-shadow:0 0
          transparent; --tw-shadow:0 0 transparent;
          --tw-shadow-colored:0 0 transparent; --tw-blur: ;
          --tw-brightness: ; --tw-contrast: ; --tw-grayscale: ;
          --tw-hue-rotate: ; --tw-invert: ; --tw-saturate: ; --tw-sepia:
          ; --tw-drop-shadow: ; --tw-backdrop-blur: ;
          --tw-backdrop-brightness: ; --tw-backdrop-contrast: ;
          --tw-backdrop-grayscale: ; --tw-backdrop-hue-rotate: ;
          --tw-backdrop-invert: ; --tw-backdrop-opacity: ;
          --tw-backdrop-saturate: ; --tw-backdrop-sepia: ; margin: auto;
          display: flex; gap: 1.5rem; padding: 1.5rem 0px; font-size:
          1rem; line-height: 1.5rem; max-width: 48rem;">
          <div class="w-[30px] flex flex-col relative items-end"
            style="border: 0px solid rgb(217, 217, 227); box-sizing:
            border-box; --tw-border-spacing-x:0;
            --tw-border-spacing-y:0; --tw-translate-x:0;
            --tw-translate-y:0; --tw-rotate:0; --tw-skew-x:0;
            --tw-skew-y:0; --tw-scale-x:1; --tw-scale-y:1; --tw-pan-x: ;
            --tw-pan-y: ; --tw-pinch-zoom: ;
            --tw-scroll-snap-strictness:proximity; --tw-ordinal: ;
            --tw-slashed-zero: ; --tw-numeric-figure: ;
            --tw-numeric-spacing: ; --tw-numeric-fraction: ;
            --tw-ring-inset: ; --tw-ring-offset-width:0px;
            --tw-ring-offset-color:#fff;
            --tw-ring-color:rgba(59,130,246,0.5);
            --tw-ring-offset-shadow:0 0 transparent; --tw-ring-shadow:0
            0 transparent; --tw-shadow:0 0 transparent;
            --tw-shadow-colored:0 0 transparent; --tw-blur: ;
            --tw-brightness: ; --tw-contrast: ; --tw-grayscale: ;
            --tw-hue-rotate: ; --tw-invert: ; --tw-saturate: ;
            --tw-sepia: ; --tw-drop-shadow: ; --tw-backdrop-blur: ;
            --tw-backdrop-brightness: ; --tw-backdrop-contrast: ;
            --tw-backdrop-grayscale: ; --tw-backdrop-hue-rotate: ;
            --tw-backdrop-invert: ; --tw-backdrop-opacity: ;
            --tw-backdrop-saturate: ; --tw-backdrop-sepia: ; position:
            relative; display: flex; width: 30px; flex-direction:
            column; align-items: flex-end;">
            <div class="relative h-[30px] w-[30px] p-1 rounded-sm
              text-white flex items-center justify-center"
              style="border: 0px solid rgb(217, 217, 227); box-sizing:
              border-box; --tw-border-spacing-x:0;
              --tw-border-spacing-y:0; --tw-translate-x:0;
              --tw-translate-y:0; --tw-rotate:0; --tw-skew-x:0;
              --tw-skew-y:0; --tw-scale-x:1; --tw-scale-y:1; --tw-pan-x:
              ; --tw-pan-y: ; --tw-pinch-zoom: ;
              --tw-scroll-snap-strictness:proximity; --tw-ordinal: ;
              --tw-slashed-zero: ; --tw-numeric-figure: ;
              --tw-numeric-spacing: ; --tw-numeric-fraction: ;
              --tw-ring-inset: ; --tw-ring-offset-width:0px;
              --tw-ring-offset-color:#fff;
              --tw-ring-color:rgba(59,130,246,0.5);
              --tw-ring-offset-shadow:0 0 transparent;
              --tw-ring-shadow:0 0 transparent; --tw-shadow:0 0
              transparent; --tw-shadow-colored:0 0 transparent;
              --tw-blur: ; --tw-brightness: ; --tw-contrast: ;
              --tw-grayscale: ; --tw-hue-rotate: ; --tw-invert: ;
              --tw-saturate: ; --tw-sepia: ; --tw-drop-shadow: ;
              --tw-backdrop-blur: ; --tw-backdrop-brightness: ;
              --tw-backdrop-contrast: ; --tw-backdrop-grayscale: ;
              --tw-backdrop-hue-rotate: ; --tw-backdrop-invert: ;
              --tw-backdrop-opacity: ; --tw-backdrop-saturate: ;
              --tw-backdrop-sepia: ; position: relative; display: flex;
              height: 30px; width: 30px; align-items: center;
              justify-content: center; border-radius: 0.125rem; padding:
              0.25rem; --tw-text-opacity:1; color:
              rgba(255,255,255,var(--tw-text-opacity));
              background-color: rgb(16, 163, 127);"><svg width="41"
                height="41" viewBox="0 0 41 41" fill="none"
                xmlns="http://www.w3.org/2000/svg" stroke-width="1.5"
                class="h-6 w-6"></svg></div>
            <div class="text-xs flex items-center justify-center gap-1
              invisible absolute left-0 top-2 -ml-4 -translate-x-full
              group-hover:visible !invisible" style="border: 0px solid
              rgb(217, 217, 227); box-sizing: border-box;
              --tw-border-spacing-x:0; --tw-border-spacing-y:0;
              --tw-translate-x:-100%; --tw-translate-y:0; --tw-rotate:0;
              --tw-skew-x:0; --tw-skew-y:0; --tw-scale-x:1;
              --tw-scale-y:1; --tw-pan-x: ; --tw-pan-y: ;
              --tw-pinch-zoom: ; --tw-scroll-snap-strictness:proximity;
              --tw-ordinal: ; --tw-slashed-zero: ; --tw-numeric-figure:
              ; --tw-numeric-spacing: ; --tw-numeric-fraction: ;
              --tw-ring-inset: ; --tw-ring-offset-width:0px;
              --tw-ring-offset-color:#fff;
              --tw-ring-color:rgba(59,130,246,0.5);
              --tw-ring-offset-shadow:0 0 transparent;
              --tw-ring-shadow:0 0 transparent; --tw-shadow:0 0
              transparent; --tw-shadow-colored:0 0 transparent;
              --tw-blur: ; --tw-brightness: ; --tw-contrast: ;
              --tw-grayscale: ; --tw-hue-rotate: ; --tw-invert: ;
              --tw-saturate: ; --tw-sepia: ; --tw-drop-shadow: ;
              --tw-backdrop-blur: ; --tw-backdrop-brightness: ;
              --tw-backdrop-contrast: ; --tw-backdrop-grayscale: ;
              --tw-backdrop-hue-rotate: ; --tw-backdrop-invert: ;
              --tw-backdrop-opacity: ; --tw-backdrop-saturate: ;
              --tw-backdrop-sepia: ; visibility: visible; position:
              absolute; left: 0px; top: 0.5rem; margin-left: -1rem;
              display: flex; transform:
              translate(var(--tw-translate-x),var(--tw-translate-y))
              rotate(var(--tw-rotate)) skewX(var(--tw-skew-x))
              skewY(var(--tw-skew-y)) scaleX(var(--tw-scale-x))
              scaleY(var(--tw-scale-y)); align-items: center;
              justify-content: center; gap: 0.25rem; font-size: 0.75rem;
              line-height: 1rem;"><button disabled="disabled"
                class="dark:text-white disabled:text-gray-300
                dark:disabled:text-gray-400" style="border: 0px solid
                rgb(217, 217, 227); box-sizing: border-box;
                --tw-border-spacing-x:0; --tw-border-spacing-y:0;
                --tw-translate-x:0; --tw-translate-y:0; --tw-rotate:0;
                --tw-skew-x:0; --tw-skew-y:0; --tw-scale-x:1;
                --tw-scale-y:1; --tw-pan-x: ; --tw-pan-y: ;
                --tw-pinch-zoom: ;
                --tw-scroll-snap-strictness:proximity; --tw-ordinal: ;
                --tw-slashed-zero: ; --tw-numeric-figure: ;
                --tw-numeric-spacing: ; --tw-numeric-fraction: ;
                --tw-ring-inset: ; --tw-ring-offset-width:0px;
                --tw-ring-offset-color:#fff;
                --tw-ring-color:rgba(59,130,246,0.5);
                --tw-ring-offset-shadow:0 0 transparent;
                --tw-ring-shadow:0 0 transparent; --tw-shadow:0 0
                transparent; --tw-shadow-colored:0 0 transparent;
                --tw-blur: ; --tw-brightness: ; --tw-contrast: ;
                --tw-grayscale: ; --tw-hue-rotate: ; --tw-invert: ;
                --tw-saturate: ; --tw-sepia: ; --tw-drop-shadow: ;
                --tw-backdrop-blur: ; --tw-backdrop-brightness: ;
                --tw-backdrop-contrast: ; --tw-backdrop-grayscale: ;
                --tw-backdrop-hue-rotate: ; --tw-backdrop-invert: ;
                --tw-backdrop-opacity: ; --tw-backdrop-saturate: ;
                --tw-backdrop-sepia: ; color:
                rgba(197,197,210,var(--tw-text-opacity)); font-family:
                inherit; font-size: 12px; font-weight: inherit;
                line-height: inherit; margin: 0px; padding: 0px;
                text-transform: none; appearance: button;
                background-color: transparent; background-image: none;
                cursor: default; --tw-text-opacity:1;"><svg
                  stroke="currentColor" fill="none" stroke-width="1.5"
                  viewBox="0 0 24 24" stroke-linecap="round"
                  stroke-linejoin="round" class="h-3 w-3" height="1em"
                  width="1em" xmlns="http://www.w3.org/2000/svg"></svg></button><span
                class="flex-grow flex-shrink-0" style="border: 0px solid
                rgb(217, 217, 227); box-sizing: border-box;
                --tw-border-spacing-x:0; --tw-border-spacing-y:0;
                --tw-translate-x:0; --tw-translate-y:0; --tw-rotate:0;
                --tw-skew-x:0; --tw-skew-y:0; --tw-scale-x:1;
                --tw-scale-y:1; --tw-pan-x: ; --tw-pan-y: ;
                --tw-pinch-zoom: ;
                --tw-scroll-snap-strictness:proximity; --tw-ordinal: ;
                --tw-slashed-zero: ; --tw-numeric-figure: ;
                --tw-numeric-spacing: ; --tw-numeric-fraction: ;
                --tw-ring-inset: ; --tw-ring-offset-width:0px;
                --tw-ring-offset-color:#fff;
                --tw-ring-color:rgba(59,130,246,0.5);
                --tw-ring-offset-shadow:0 0 transparent;
                --tw-ring-shadow:0 0 transparent; --tw-shadow:0 0
                transparent; --tw-shadow-colored:0 0 transparent;
                --tw-blur: ; --tw-brightness: ; --tw-contrast: ;
                --tw-grayscale: ; --tw-hue-rotate: ; --tw-invert: ;
                --tw-saturate: ; --tw-sepia: ; --tw-drop-shadow: ;
                --tw-backdrop-blur: ; --tw-backdrop-brightness: ;
                --tw-backdrop-contrast: ; --tw-backdrop-grayscale: ;
                --tw-backdrop-hue-rotate: ; --tw-backdrop-invert: ;
                --tw-backdrop-opacity: ; --tw-backdrop-saturate: ;
                --tw-backdrop-sepia: ; flex-shrink: 0; flex-grow: 1;"></span><button
                disabled="disabled" class="dark:text-white
                disabled:text-gray-300 dark:disabled:text-gray-400"
                style="border: 0px solid rgb(217, 217, 227); box-sizing:
                border-box; --tw-border-spacing-x:0;
                --tw-border-spacing-y:0; --tw-translate-x:0;
                --tw-translate-y:0; --tw-rotate:0; --tw-skew-x:0;
                --tw-skew-y:0; --tw-scale-x:1; --tw-scale-y:1;
                --tw-pan-x: ; --tw-pan-y: ; --tw-pinch-zoom: ;
                --tw-scroll-snap-strictness:proximity; --tw-ordinal: ;
                --tw-slashed-zero: ; --tw-numeric-figure: ;
                --tw-numeric-spacing: ; --tw-numeric-fraction: ;
                --tw-ring-inset: ; --tw-ring-offset-width:0px;
                --tw-ring-offset-color:#fff;
                --tw-ring-color:rgba(59,130,246,0.5);
                --tw-ring-offset-shadow:0 0 transparent;
                --tw-ring-shadow:0 0 transparent; --tw-shadow:0 0
                transparent; --tw-shadow-colored:0 0 transparent;
                --tw-blur: ; --tw-brightness: ; --tw-contrast: ;
                --tw-grayscale: ; --tw-hue-rotate: ; --tw-invert: ;
                --tw-saturate: ; --tw-sepia: ; --tw-drop-shadow: ;
                --tw-backdrop-blur: ; --tw-backdrop-brightness: ;
                --tw-backdrop-contrast: ; --tw-backdrop-grayscale: ;
                --tw-backdrop-hue-rotate: ; --tw-backdrop-invert: ;
                --tw-backdrop-opacity: ; --tw-backdrop-saturate: ;
                --tw-backdrop-sepia: ; color:
                rgba(197,197,210,var(--tw-text-opacity)); font-family:
                inherit; font-size: 12px; font-weight: inherit;
                line-height: inherit; margin: 0px; padding: 0px;
                text-transform: none; appearance: button;
                background-color: transparent; background-image: none;
                cursor: default; --tw-text-opacity:1;"><svg
                  stroke="currentColor" fill="none" stroke-width="1.5"
                  viewBox="0 0 24 24" stroke-linecap="round"
                  stroke-linejoin="round" class="h-3 w-3" height="1em"
                  width="1em" xmlns="http://www.w3.org/2000/svg"></svg></button></div>
          </div>
          <div class="relative flex w-[calc(100%-50px)] flex-col gap-1
            md:gap-3 lg:w-[calc(100%-115px)]" style="border: 0px solid
            rgb(217, 217, 227); box-sizing: border-box;
            --tw-border-spacing-x:0; --tw-border-spacing-y:0;
            --tw-translate-x:0; --tw-translate-y:0; --tw-rotate:0;
            --tw-skew-x:0; --tw-skew-y:0; --tw-scale-x:1;
            --tw-scale-y:1; --tw-pan-x: ; --tw-pan-y: ; --tw-pinch-zoom:
            ; --tw-scroll-snap-strictness:proximity; --tw-ordinal: ;
            --tw-slashed-zero: ; --tw-numeric-figure: ;
            --tw-numeric-spacing: ; --tw-numeric-fraction: ;
            --tw-ring-inset: ; --tw-ring-offset-width:0px;
            --tw-ring-offset-color:#fff;
            --tw-ring-color:rgba(59,130,246,0.5);
            --tw-ring-offset-shadow:0 0 transparent; --tw-ring-shadow:0
            0 transparent; --tw-shadow:0 0 transparent;
            --tw-shadow-colored:0 0 transparent; --tw-blur: ;
            --tw-brightness: ; --tw-contrast: ; --tw-grayscale: ;
            --tw-hue-rotate: ; --tw-invert: ; --tw-saturate: ;
            --tw-sepia: ; --tw-drop-shadow: ; --tw-backdrop-blur: ;
            --tw-backdrop-brightness: ; --tw-backdrop-contrast: ;
            --tw-backdrop-grayscale: ; --tw-backdrop-hue-rotate: ;
            --tw-backdrop-invert: ; --tw-backdrop-opacity: ;
            --tw-backdrop-saturate: ; --tw-backdrop-sepia: ; position:
            relative; display: flex; width: calc(100% - 115px);
            flex-direction: column; gap: 0.75rem;">
            <div class="flex flex-grow flex-col gap-3" style="border:
              0px solid rgb(217, 217, 227); box-sizing: border-box;
              --tw-border-spacing-x:0; --tw-border-spacing-y:0;
              --tw-translate-x:0; --tw-translate-y:0; --tw-rotate:0;
              --tw-skew-x:0; --tw-skew-y:0; --tw-scale-x:1;
              --tw-scale-y:1; --tw-pan-x: ; --tw-pan-y: ;
              --tw-pinch-zoom: ; --tw-scroll-snap-strictness:proximity;
              --tw-ordinal: ; --tw-slashed-zero: ; --tw-numeric-figure:
              ; --tw-numeric-spacing: ; --tw-numeric-fraction: ;
              --tw-ring-inset: ; --tw-ring-offset-width:0px;
              --tw-ring-offset-color:#fff;
              --tw-ring-color:rgba(59,130,246,0.5);
              --tw-ring-offset-shadow:0 0 transparent;
              --tw-ring-shadow:0 0 transparent; --tw-shadow:0 0
              transparent; --tw-shadow-colored:0 0 transparent;
              --tw-blur: ; --tw-brightness: ; --tw-contrast: ;
              --tw-grayscale: ; --tw-hue-rotate: ; --tw-invert: ;
              --tw-saturate: ; --tw-sepia: ; --tw-drop-shadow: ;
              --tw-backdrop-blur: ; --tw-backdrop-brightness: ;
              --tw-backdrop-contrast: ; --tw-backdrop-grayscale: ;
              --tw-backdrop-hue-rotate: ; --tw-backdrop-invert: ;
              --tw-backdrop-opacity: ; --tw-backdrop-saturate: ;
              --tw-backdrop-sepia: ; display: flex; flex-grow: 1;
              flex-direction: column; gap: 0.75rem;">
              <div class="min-h-[20px] flex flex-col items-start gap-4 whitespace-pre-wrap" style="border: 0px solid rgb(217, 217, 227); box-sizing: border-box; --tw-border-spacing-x:0; --tw-border-spacing-y:0; --tw-translate-x:0; --tw-translate-y:0; --tw-rotate:0; --tw-skew-x:0; --tw-skew-y:0; --tw-scale-x:1; --tw-scale-y:1; --tw-pan-x: ; --tw-pan-y: ; --tw-pinch-zoom: ; --tw-scroll-snap-strictness:proximity; --tw-ordinal: ; --tw-slashed-zero: ; --tw-numeric-figure: ; --tw-numeric-spacing: ; --tw-numeric-fraction: ; --tw-ring-inset: ; --tw-ring-offset-width:0px; --tw-ring-offset-color:#fff; --tw-ring-color:rgba(59,130,246,0.5); --tw-ring-offset-shadow:0 0 transparent; --tw-ring-shadow:0 0 transparent; --tw-shadow:0 0 transparent; --tw-shadow-colored:0 0 transparent; --tw-blur: ; --tw-brightness: ; --tw-contrast: ; --tw-grayscale: ; --tw-hue-rotate: ; --tw-invert: ; --tw-saturate: ; --tw-sepia: ; --tw-drop-shadow: ; --tw-backdrop-blur: ; --tw-backdrop-brightness: ; --tw-backdrop-contrast: ; --tw-backdrop-grayscale: ; --tw-backdrop-hue-rotate: ; --tw-backdrop-invert: ; --tw-backdrop-opacity: ; --tw-backdrop-saturate: ; --tw-backdrop-sepia: ; display: flex; min-height: 20px; flex-direction: column; align-items: flex-start; gap: 1rem; white-space: pre-wrap;"><div class="markdown prose w-full break-words dark:prose-invert light" style="border: 0px solid rgb(217, 217, 227); box-sizing: border-box; --tw-border-spacing-x:0; --tw-border-spacing-y:0; --tw-translate-x:0; --tw-translate-y:0; --tw-rotate:0; --tw-skew-x:0; --tw-skew-y:0; --tw-scale-x:1; --tw-scale-y:1; --tw-pan-x: ; --tw-pan-y: ; --tw-pinch-zoom: ; --tw-scroll-snap-strictness:proximity; --tw-ordinal: ; --tw-slashed-zero: ; --tw-numeric-figure: ; --tw-numeric-spacing: ; --tw-numeric-fraction: ; --tw-ring-inset: ; --tw-ring-offset-width:0px; --tw-ring-offset-color:#fff; --tw-ring-color:rgba(59,130,246,0.5); --tw-ring-offset-shadow:0 0 transparent; --tw-ring-shadow:0 0 transparent; --tw-shadow:0 0 transparent; --tw-shadow-colored:0 0 transparent; --tw-blur: ; --tw-brightness: ; --tw-contrast: ; --tw-grayscale: ; --tw-hue-rotate: ; --tw-invert: ; --tw-saturate: ; --tw-sepia: ; --tw-drop-shadow: ; --tw-backdrop-blur: ; --tw-backdrop-brightness: ; --tw-backdrop-contrast: ; --tw-backdrop-grayscale: ; --tw-backdrop-hue-rotate: ; --tw-backdrop-invert: ; --tw-backdrop-opacity: ; --tw-backdrop-saturate: ; --tw-backdrop-sepia: ; color: var(--tw-prose-body); max-width: none; --tw-prose-body:#374151; --tw-prose-headings:#111827; --tw-prose-lead:#4b5563; --tw-prose-links:#111827; --tw-prose-bold:#111827; --tw-prose-counters:#6b7280; --tw-prose-bullets:#d1d5db; --tw-prose-hr:#e5e7eb; --tw-prose-quotes:#111827; --tw-prose-quote-borders:#e5e7eb; --tw-prose-captions:#6b7280; --tw-prose-code:#111827; --tw-prose-pre-code:#e5e7eb; --tw-prose-pre-bg:#1f2937; --tw-prose-th-borders:#d1d5db; --tw-prose-td-borders:#e5e7eb; --tw-prose-invert-body:#d1d5db; --tw-prose-invert-headings:#fff; --tw-prose-invert-lead:#9ca3af; --tw-prose-invert-links:#fff; --tw-prose-invert-bold:#fff; --tw-prose-invert-counters:#9ca3af; --tw-prose-invert-bullets:#4b5563; --tw-prose-invert-hr:#374151; --tw-prose-invert-quotes:#f3f4f6; --tw-prose-invert-quote-borders:#374151; --tw-prose-invert-captions:#9ca3af; --tw-prose-invert-code:#fff; --tw-prose-invert-pre-code:#d1d5db; --tw-prose-invert-pre-bg:rgba(0,0,0,0.5); --tw-prose-invert-th-borders:#4b5563; --tw-prose-invert-td-borders:#374151; font-size: 1rem; line-height: 1.75; width: 653px; overflow-wrap: break-word;"><p style="border: 0px solid rgb(217, 217, 227); box-sizing: border-box; --tw-border-spacing-x:0; --tw-border-spacing-y:0; --tw-translate-x:0; --tw-translate-y:0; --tw-rotate:0; --tw-skew-x:0; --tw-skew-y:0; --tw-scale-x:1; --tw-scale-y:1; --tw-pan-x: ; --tw-pan-y: ; --tw-pinch-zoom: ; --tw-scroll-snap-strictness:proximity; --tw-ordinal: ; --tw-slashed-zero: ; --tw-numeric-figure: ; --tw-numeric-spacing: ; --tw-numeric-fraction: ; --tw-ring-inset: ; --tw-ring-offset-width:0px; --tw-ring-offset-color:#fff; --tw-ring-color:rgba(59,130,246,0.5); --tw-ring-offset-shadow:0 0 transparent; --tw-ring-shadow:0 0 transparent; --tw-shadow:0 0 transparent; --tw-shadow-colored:0 0 transparent; --tw-blur: ; --tw-brightness: ; --tw-contrast: ; --tw-grayscale: ; --tw-hue-rotate: ; --tw-invert: ; --tw-saturate: ; --tw-sepia: ; --tw-drop-shadow: ; --tw-backdrop-blur: ; --tw-backdrop-brightness: ; --tw-backdrop-contrast: ; --tw-backdrop-grayscale: ; --tw-backdrop-hue-rotate: ; --tw-backdrop-invert: ; --tw-backdrop-opacity: ; --tw-backdrop-saturate: ; --tw-backdrop-sepia: ; margin: 0px 0px 1.25em;">Language models such as LLMs (large language models) are grounded in vast amounts of textual data that they are trained on. The structures of LLMs are derived from the statistical patterns and regularities that are present in the data. These patterns are then encoded as learned parameters in the neural network architecture of the language model.</p><p style="border: 0px solid rgb(217, 217, 227); box-sizing: border-box; --tw-border-spacing-x:0; --tw-border-spacing-y:0; --tw-translate-x:0; --tw-translate-y:0; --tw-rotate:0; --tw-skew-x:0; --tw-skew-y:0; --tw-scale-x:1; --tw-scale-y:1; --tw-pan-x: ; --tw-pan-y: ; --tw-pinch-zoom: ; --tw-scroll-snap-strictness:proximity; --tw-ordinal: ; --tw-slashed-zero: ; --tw-numeric-figure: ; --tw-numeric-spacing: ; --tw-numeric-fraction: ; --tw-ring-inset: ; --tw-ring-offset-width:0px; --tw-ring-offset-color:#fff; --tw-ring-color:rgba(59,130,246,0.5); --tw-ring-offset-shadow:0 0 transparent; --tw-ring-shadow:0 0 transparent; --tw-shadow:0 0 transparent; --tw-shadow-colored:0 0 transparent; --tw-blur: ; --tw-brightness: ; --tw-contrast: ; --tw-grayscale: ; --tw-hue-rotate: ; --tw-invert: ; --tw-saturate: ; --tw-sepia: ; --tw-drop-shadow: ; --tw-backdrop-blur: ; --tw-backdrop-brightness: ; --tw-backdrop-contrast: ; --tw-backdrop-grayscale: ; --tw-backdrop-hue-rotate: ; --tw-backdrop-invert: ; --tw-backdrop-opacity: ; --tw-backdrop-saturate: ; --tw-backdrop-sepia: ; margin: 1.25em 0px;">In other words, the structures of LLMs are not explicitly programmed by humans, but are instead learned from large datasets of natural language text. This allows LLMs to capture the complex and subtle patterns of natural language, including its syntax, semantics, and pragmatics.</p><p style="border: 0px solid rgb(217, 217, 227); box-sizing: border-box; --tw-border-spacing-x:0; --tw-border-spacing-y:0; --tw-translate-x:0; --tw-translate-y:0; --tw-rotate:0; --tw-skew-x:0; --tw-skew-y:0; --tw-scale-x:1; --tw-scale-y:1; --tw-pan-x: ; --tw-pan-y: ; --tw-pinch-zoom: ; --tw-scroll-snap-strictness:proximity; --tw-ordinal: ; --tw-slashed-zero: ; --tw-numeric-figure: ; --tw-numeric-spacing: ; --tw-numeric-fraction: ; --tw-ring-inset: ; --tw-ring-offset-width:0px; --tw-ring-offset-color:#fff; --tw-ring-color:rgba(59,130,246,0.5); --tw-ring-offset-shadow:0 0 transparent; --tw-ring-shadow:0 0 transparent; --tw-shadow:0 0 transparent; --tw-shadow-colored:0 0 transparent; --tw-blur: ; --tw-brightness: ; --tw-contrast: ; --tw-grayscale: ; --tw-hue-rotate: ; --tw-invert: ; --tw-saturate: ; --tw-sepia: ; --tw-drop-shadow: ; --tw-backdrop-blur: ; --tw-backdrop-brightness: ; --tw-backdrop-contrast: ; --tw-backdrop-grayscale: ; --tw-backdrop-hue-rotate: ; --tw-backdrop-invert: ; --tw-backdrop-opacity: ; --tw-backdrop-saturate: ; --tw-backdrop-sepia: ; margin: 1.25em 0px 0px;">While LLMs are not directly grounded in embodied experiences, as in the theory of embodied mind, they do reflect the linguistic and cultural context in which the data they are trained on was produced. </p></div></div>
            </div>
          </div>
        </div>
      </div>
      <p></p>
    </blockquote>
    <blockquote type="cite"
      cite="mid:ee83206b-8dc7-c6af-2c3c-3f83dcc6b682@swcp.com">
    </blockquote>
    <p></p>
    <p><br>
    </p>
    <blockquote type="cite"
      cite="mid:ee83206b-8dc7-c6af-2c3c-3f83dcc6b682@swcp.com">
      <br>
      I do really appreciate this duality/tension:   I think you were
      the first to alert me to this a few thousand messages back (before
      LLMs/GPT talk, etc erupted here) though I vaguely remember Marcus
      making a (qualitatively) similar statement as well.  I think his
      comment was about whether human (early childhood in particular)
      was anything different from "emulation".
      <br>
      <br>
      <blockquote type="cite">
        <br>
        On 4/7/23 09:15, Steve Smith wrote:
        <br>
        <blockquote type="cite">    These findings counter the
          conventional wisdom that LLMs are merely statistical next-word
          predictors and can’t generalize their learning or reasoning
          beyond text.
          <br>
        </blockquote>
        <br>
      </blockquote>
      <br>
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