marpstyle/examples/presentation-ai/index.html at main · cunhapaulo/marpstyle · GitHub

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<!DOCTYPE html><html lang="pt-BR"><head><title>Inteligência Artificial e Chat-GPT</title><meta property="og:title" content="Inteligência Artificial e Chat-GPT"><meta name="author" content="Paulo Roberto Martins Cunha"><meta property="article:author" content="Paulo Roberto Martins Cunha"><meta name="description" content="Apresentação sobre o tema no âmbito do Grupo de Pesquisa GFT em 15 de junho de 2023."><meta property="og:description" content="Apresentação sobre o tema no âmbito do Grupo de Pesquisa GFT em 15 de junho de 2023."><meta name="keywords" content="Inteligência Artifical,Filosofia."><meta charset="UTF-8"><meta name="viewport" content="width=device-width,height=device-height,initial-scale=1.0"><meta name="apple-mobile-web-app-capable" content="yes"><meta http-equiv="X-UA-Compatible" content="ie=edge"><meta property="og:type" content="website"><meta name="twitter:card" content="summary"><style>@media screen{body[data-bespoke-view=""] 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/*!
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th{background:var(--color-canvas-subtle);border-top:0;font-weight:var(--base-text-weight-semibold,600)}div#\:\$p>svg>foreignObject>section [data-footnote-ref]:before{content:"["}div#\:\$p>svg>foreignObject>section [data-footnote-ref]:after{content:"]"}div#\:\$p>svg>foreignObject>section .footnotes{border-top:1px solid var(--color-border-default);color:var(--color-fg-muted);font-size:12px}div#\:\$p>svg>foreignObject>section div#\:\$p>svg>foreignObject>section section.footnotes{--marpit-root-font-size:12px}div#\:\$p>svg>foreignObject>section .footnotes ol{padding-left:16px}div#\:\$p>svg>foreignObject>section .footnotes ol ul{display:inline-block;margin-top:16px;padding-left:16px}div#\:\$p>svg>foreignObject>section .footnotes li{position:relative}div#\:\$p>svg>foreignObject>section .footnotes li:target:before{border:2px solid var(--color-accent-emphasis);border-radius:6px;bottom:-8px;content:"";left:-24px;pointer-events:none;position:absolute;right:-8px;top:-8px}div#\:\$p>svg>foreignObject>section .footnotes li:target{color:var(--color-fg-default)}div#\:\$p>svg>foreignObject>section .footnotes .data-footnote-backref g-emoji{font-family:monospace}div#\:\$p>svg>foreignObject>section .pl-c{color:var(--color-prettylights-syntax-comment)}div#\:\$p>svg>foreignObject>section .pl-c1,div#\:\$p>svg>foreignObject>section .pl-s .pl-v{color:var(--color-prettylights-syntax-constant)}div#\:\$p>svg>foreignObject>section .pl-e,div#\:\$p>svg>foreignObject>section .pl-en{color:var(--color-prettylights-syntax-entity)}div#\:\$p>svg>foreignObject>section .pl-s .pl-s1,div#\:\$p>svg>foreignObject>section .pl-smi{color:var(--color-prettylights-syntax-storage-modifier-import)}div#\:\$p>svg>foreignObject>section .pl-ent{color:var(--color-prettylights-syntax-entity-tag)}div#\:\$p>svg>foreignObject>section .pl-k{color:var(--color-prettylights-syntax-keyword)}div#\:\$p>svg>foreignObject>section .pl-pds,div#\:\$p>svg>foreignObject>section .pl-s,div#\:\$p>svg>foreignObject>section .pl-s .pl-pse .pl-s1,div#\:\$p>svg>foreignObject>section .pl-sr,div#\:\$p>svg>foreignObject>section .pl-sr .pl-cce,div#\:\$p>svg>foreignObject>section .pl-sr .pl-sra,div#\:\$p>svg>foreignObject>section .pl-sr .pl-sre{color:var(--color-prettylights-syntax-string)}div#\:\$p>svg>foreignObject>section .pl-smw,div#\:\$p>svg>foreignObject>section .pl-v{color:var(--color-prettylights-syntax-variable)}div#\:\$p>svg>foreignObject>section .pl-bu{color:var(--color-prettylights-syntax-brackethighlighter-unmatched)}div#\:\$p>svg>foreignObject>section .pl-ii{background-color:var(--color-prettylights-syntax-invalid-illegal-bg);color:var(--color-prettylights-syntax-invalid-illegal-text)}div#\:\$p>svg>foreignObject>section .pl-c2{background-color:var(--color-prettylights-syntax-carriage-return-bg);color:var(--color-prettylights-syntax-carriage-return-text)}div#\:\$p>svg>foreignObject>section .pl-sr .pl-cce{color:var(--color-prettylights-syntax-string-regexp);font-weight:700}div#\:\$p>svg>foreignObject>section .pl-ml{color:var(--color-prettylights-syntax-markup-list)}div#\:\$p>svg>foreignObject>section .pl-mh,div#\:\$p>svg>foreignObject>section .pl-mh .pl-en,div#\:\$p>svg>foreignObject>section .pl-ms{color:var(--color-prettylights-syntax-markup-heading);font-weight:700}div#\:\$p>svg>foreignObject>section .pl-mi{color:var(--color-prettylights-syntax-markup-italic);font-style:italic}div#\:\$p>svg>foreignObject>section .pl-mb{color:var(--color-prettylights-syntax-markup-bold);font-weight:700}div#\:\$p>svg>foreignObject>section .pl-md{background-color:var(--color-prettylights-syntax-markup-deleted-bg);color:var(--color-prettylights-syntax-markup-deleted-text)}div#\:\$p>svg>foreignObject>section .pl-mi1{background-color:var(--color-prettylights-syntax-markup-inserted-bg);color:var(--color-prettylights-syntax-markup-inserted-text)}div#\:\$p>svg>foreignObject>section .pl-mc{background-color:var(--color-prettylights-syntax-markup-changed-bg);color:var(--color-prettylights-syntax-markup-changed-text)}div#\:\$p>svg>foreignObject>section .pl-mi2{background-color:var(--color-prettylights-syntax-markup-ignored-bg);color:var(--color-prettylights-syntax-markup-ignored-text)}div#\:\$p>svg>foreignObject>section .pl-mdr{color:var(--color-prettylights-syntax-meta-diff-range);font-weight:700}div#\:\$p>svg>foreignObject>section .pl-ba{color:var(--color-prettylights-syntax-brackethighlighter-angle)}div#\:\$p>svg>foreignObject>section .pl-sg{color:var(--color-prettylights-syntax-sublimelinter-gutter-mark)}div#\:\$p>svg>foreignObject>section .pl-corl{color:var(--color-prettylights-syntax-constant-other-reference-link);text-decoration:underline}div#\:\$p>svg>foreignObject>section g-emoji{display:inline-block;font-family:Apple Color Emoji,Segoe UI Emoji,Segoe UI Symbol;font-size:1em;font-style:normal!important;font-weight:var(--base-text-weight-normal,400);line-height:1;min-width:1ch;vertical-align:-.075em}div#\:\$p>svg>foreignObject>section g-emoji img{height:1em;width:1em}div#\:\$p>svg>foreignObject>section .task-list-item{list-style-type:none}div#\:\$p>svg>foreignObject>section .task-list-item label{font-weight:var(--base-text-weight-normal,400)}div#\:\$p>svg>foreignObject>section .task-list-item.enabled label{cursor:pointer}div#\:\$p>svg>foreignObject>section .task-list-item+.task-list-item{margin-top:4px}div#\:\$p>svg>foreignObject>section .task-list-item .handle{display:none}div#\:\$p>svg>foreignObject>section .task-list-item-checkbox{margin:0 .2em .25em -1.4em;vertical-align:middle}div#\:\$p>svg>foreignObject>section .contains-task-list:dir(rtl) .task-list-item-checkbox{margin:0 -1.6em .25em .2em}div#\:\$p>svg>foreignObject>section .contains-task-list{position:relative}div#\:\$p>svg>foreignObject>section .contains-task-list:focus-within .task-list-item-convert-container,div#\:\$p>svg>foreignObject>section .contains-task-list:hover .task-list-item-convert-container{clip:auto;display:block;height:24px;overflow:visible;width:auto}div#\:\$p>svg>foreignObject>section ::-webkit-calendar-picker-indicator{filter:invert(50%)}div#\:\$p>svg>foreignObject>section :is(h1,marp-h1){color:var(--h1-color);font-size:1.6em}div#\:\$p>svg>foreignObject>section :is(h1,marp-h1),div#\:\$p>svg>foreignObject>section :is(h2,marp-h2){border-bottom:none}div#\:\$p>svg>foreignObject>section :is(h2,marp-h2){font-size:1.3em}div#\:\$p>svg>foreignObject>section :is(h3,marp-h3){font-size:1.1em}div#\:\$p>svg>foreignObject>section :is(h4,marp-h4){font-size:1.05em}div#\:\$p>svg>foreignObject>section :is(h5,marp-h5){font-size:1em}div#\:\$p>svg>foreignObject>section :is(h6,marp-h6){font-size:.9em}div#\:\$p>svg>foreignObject>section :is(h1,marp-h1) strong,div#\:\$p>svg>foreignObject>section :is(h2,marp-h2) strong,div#\:\$p>svg>foreignObject>section :is(h3,marp-h3) strong,div#\:\$p>svg>foreignObject>section :is(h4,marp-h4) strong,div#\:\$p>svg>foreignObject>section :is(h5,marp-h5) strong,div#\:\$p>svg>foreignObject>section :is(h6,marp-h6) strong{color:var(--heading-strong-color);font-weight:inherit}div#\:\$p>svg>foreignObject>section :is(h1,marp-h1)::part(auto-scaling),div#\:\$p>svg>foreignObject>section :is(h2,marp-h2)::part(auto-scaling),div#\:\$p>svg>foreignObject>section :is(h3,marp-h3)::part(auto-scaling),div#\:\$p>svg>foreignObject>section :is(h4,marp-h4)::part(auto-scaling),div#\:\$p>svg>foreignObject>section :is(h5,marp-h5)::part(auto-scaling),div#\:\$p>svg>foreignObject>section :is(h6,marp-h6)::part(auto-scaling){max-height:563px}div#\:\$p>svg>foreignObject>section hr{height:0;padding-top:.25em}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre){border:1px solid var(--color-border-default);line-height:1.15;overflow:visible}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre)::part(auto-scaling){max-height:529px}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs){color:var(--color-prettylights-syntax-storage-modifier-import)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-doctag),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-keyword),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-meta .hljs-keyword),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-template-tag),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-template-variable),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-type),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-variable.language_){color:var(--color-prettylights-syntax-keyword)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-title),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-title.class_),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-title.class_.inherited__),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-title.function_){color:var(--color-prettylights-syntax-entity)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-attr),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-attribute),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-literal),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-meta),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-number),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-operator),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-selector-attr),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-selector-class),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-selector-id),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-variable){color:var(--color-prettylights-syntax-constant)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-meta .hljs-string),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-regexp),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-string){color:var(--color-prettylights-syntax-string)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-built_in),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-symbol){color:var(--color-prettylights-syntax-variable)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-code),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-comment),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-formula){color:var(--color-prettylights-syntax-comment)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-name),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-quote),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-selector-pseudo),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-selector-tag){color:var(--color-prettylights-syntax-entity-tag)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-subst){color:var(--color-prettylights-syntax-storage-modifier-import)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-section){color:var(--color-prettylights-syntax-markup-heading);font-weight:700}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-bullet){color:var(--color-prettylights-syntax-markup-list)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-emphasis){color:var(--color-prettylights-syntax-markup-italic);font-style:italic}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-strong){color:var(--color-prettylights-syntax-markup-bold);font-weight:700}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-addition){background-color:var(--color-prettylights-syntax-markup-inserted-bg);color:var(--color-prettylights-syntax-markup-inserted-text)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-deletion){background-color:var(--color-prettylights-syntax-markup-deleted-bg);color:var(--color-prettylights-syntax-markup-deleted-text)}div#\:\$p>svg>foreignObject>section footer,div#\:\$p>svg>foreignObject>section header{color:var(--header-footer-color);font-size:18px;left:30px;margin:0;position:absolute}div#\:\$p>svg>foreignObject>section header{top:21px}div#\:\$p>svg>foreignObject>section footer{bottom:21px}div#\:\$p>svg>foreignObject>section{--h1-color:#246;--header-footer-color:hsla(0,0%,40%,.75);--heading-strong-color:#48c;--paginate-color:#777;align-items:stretch;display:flex;flex-flow:column nowrap;font-size:29px;height:720px;justify-content:center;padding:78.5px;width:1280px}div#\:\$p>svg>foreignObject>section{--marpit-root-font-size:29px}div#\:\$p>svg>foreignObject>section:where(.invert){--h1-color:#cee7ff;--header-footer-color:hsla(0,0%,60%,.75);--heading-strong-color:#7bf;--paginate-color:#999}div#\:\$p>svg>foreignObject>section>:last-child,div#\:\$p>svg>foreignObject>section[data-footer]>:nth-last-child(2){margin-bottom:0}div#\:\$p>svg>foreignObject>section>:first-child,div#\:\$p>svg>foreignObject>section>header:first-child+*{margin-top:0}div#\:\$p>svg>foreignObject>section:after{bottom:21px;color:var(--paginate-color);font-size:24px;padding:0;position:absolute;right:30px}div#\:\$p>svg>foreignObject>section:after{--marpit-root-font-size:24px}div#\:\$p>svg>foreignObject>section[data-color] :is(h1,marp-h1),div#\:\$p>svg>foreignObject>section[data-color] :is(h2,marp-h2),div#\:\$p>svg>foreignObject>section[data-color] :is(h3,marp-h3),div#\:\$p>svg>foreignObject>section[data-color] :is(h4,marp-h4),div#\:\$p>svg>foreignObject>section[data-color] :is(h5,marp-h5),div#\:\$p>svg>foreignObject>section[data-color] :is(h6,marp-h6){color:currentcolor}
/* @theme schema */
/* Last update: 30.dez.2021 */
/* -------------------- ROOT ----------------------------------*/div#\:\$p>svg>foreignObject>:where(section):not([root]){--h1-color:black;--border-color:#e99211;--bold-color:orangered;--italic-color:black;--italic-background-color:rgba(255,210,8,0.713);--background-color:#fdf6e3;--list-item-color:rgb(50,56,56);--after-color:rgb(255,39,1);--table-header-color:rgb(0,132,255);--main-color:rgb(207,77,17);--darker-color:#246;--lighter-color:#080a0a;--extra-back-color:rgb(175,172,173);--letter-spacing:0.125px;--cool-list-color:orangered;--author-align:right}
/* -------------------- TRANSITION ---------------------------------*/div#\:\$p>svg>foreignObject>section.transition{--transitionpage-color:orangered}
/* -------------------- BIBLIO -------------------------------*/div#\:\$p>svg>foreignObject>section.biblio{--text-color:white;--background-color:rgb(11,50,175);--border-color:darkorange;--bold-color:orange}
/* ------------------- TITLEPAGE -----------------------------*/div#\:\$p>svg>foreignObject>section.titlepage{

    /* fonts sizes */--title-size:150%;--subtitle-size:110%;--author-size:110%;--date-size:110%;--institute-size:90%;--letter-spacing:0.125px;

    /* font weights */--title-font-weight:600;--subtitle-font-weight:600;

    /* colors in style */--title-color:#ee0d0d;--title-color:#4d7baf;--title-color:#0a67f1;--title-color:#002b36;--subtitle-color:#586e75;--subtitle-color:#93a1a1;--titlepage-color:#242d31;--background-color:#faf7f7;--border-color:#f0cf9e;--border-color:#b5c9ee;--border-color:#8aa6da;--border-color:#6c71c4;--border-color:#e99211}
/* ------------------- CITE -----------------------------*/div#\:\$p>svg>foreignObject>section.cite{--background-color:#fdf6e3;--strong-color:rgb(182,112,27)}
/* @theme structure */
/*
  ============================================
    Created by Paulo Cunha
    version: 1.7
    last update: 12.mai.2022
         update: 30.dez.2021
  ============================================

    You may use freely (MIT license) provided
    due credits are granted to the authors.

    CLASSES:

        <!-- _class: biblio           -->
        <!-- _class: blockquote       -->
        <!-- _class: cite             -->
        <!-- _class: columns          -->
        <!-- _class: columns3         -->
        <!-- _class: columns-center   -->
        <!-- _class: columns3-center  -->
        <!-- _class: cool-list        -->
        <!-- _class: cool-list2       -->
        <!-- _class: table            -->
        <!-- _class: transition       -->
        <!-- _class: titlepage        -->

  Credits: https://catalin.red/css3-ordered-list-styles/
           for cool-list anda cool-list2.

*/
/***************** COMMON STRUCTURE **********************/div#\:\$p>svg>foreignObject>section :is(h1,marp-h1){color:var(--h1-color);border-bottom:1px solid var(--border-color)}div#\:\$p>svg>foreignObject>section p{margin-top:0.5em;margin-bottom:0.25em;line-height:1.3em;font-size:32px}div#\:\$p>svg>foreignObject>section li{margin-top:0.5em;margin-bottom:0.25em;line-height:1.2em;font-size:105%;color:val(--list-item-color)}
/* Definition for emphasis */div#\:\$p>svg>foreignObject>section em{color:var(--italic-color);background:var(--italic-background-color);font-style:normal;font-weight:bold;font-family:sans-serif;padding-top:6px;padding-left:6px;padding-right:6px;padding-bottom:6px}
/* Definition for bold text */div#\:\$p>svg>foreignObject>section strong{color:var(--bold-color);padding-left:5px;padding-right:5px;font-weight:600}
/* May append some string to page number     */
/* Uses format "page-number / total pages" */div#\:\$p>svg>foreignObject>section:after{color:rgb(51,59,77);font-size:0.8em;content:" " attr(data-marpit-pagination) "/" attr(data-marpit-pagination-total) " "}div#\:\$p>svg>foreignObject>section:after{--marpit-root-font-size:0.8em}div#\:\$p>svg>foreignObject>section .center{text-align:center}div#\:\$p>svg>foreignObject>section .right{text-align:right}div#\:\$p>svg>foreignObject>section .small{font-size:24px}div#\:\$p>svg>foreignObject>section section.small{--marpit-root-font-size:24px}
/*
   Tables are always centered.
   Credits: Juan Vera del Campo
   Loco:   https://github.com/Juanvvc

*/div#\:\$p>svg>foreignObject>section table{margin-right:auto;margin-left:auto;margin-top:20px;width:auto;border:0}div#\:\$p>svg>foreignObject>section table th{background-color:var(--table-header-color);color:white;border:0;border-top:rgb(253,74,3) solid 2px;border-top:rgb(255,0,0) solid 2px}div#\:\$p>svg>foreignObject>section table td{border:0}div#\:\$p>svg>foreignObject>section table tr:nth-child(2){background-color:#dedede}div#\:\$p>svg>foreignObject>section table tr:last-child{border-bottom:rgb(253,74,3) solid 2px}div#\:\$p>svg>foreignObject>section tr:nth-child(2n){background-color:#e8edf1!important}div#\:\$p>svg>foreignObject>section tr:hover{color:rgb(36,34,34);background-color:rgb(255,204,0);font-weight:bold}
/*
  Block quote: used for footnote
  substitution. Use as the last
  element of a slide.
*/div#\:\$p>svg>foreignObject>section blockquote{color:rgb(66,66,66);font-size:20px;border-top:0.1em dashed var(--extra-back-color);margin-top:auto}div#\:\$p>svg>foreignObject>section blockquote strong{color:rgb(68,104,151);font-weight:bold;font-size:1.13em!important}div#\:\$p>svg>foreignObject>section blockquote p{font-size:1.13em!important}
/*
  Adds two-columns class
*/div#\:\$p>svg>foreignObject>section .columns{display:grid;grid-template-columns:repeat(2,minmax(0,1fr));gap:calc(var(--marpit-root-font-size, 1rem) * 1)
  /* justify-content: center !important; */}
/************************* columns-center *****************************/
/*
/*
  Adds two-columns with centered contens class
*/div#\:\$p>svg>foreignObject>section .columns-center{display:grid;grid-template-columns:repeat(2,minmax(0,1fr));gap:calc(var(--marpit-root-font-size, 1rem) * 1);justify-items:center;justify-content:center;align-items:center}
/************************* columns3 *****************************/
/*
  Adds three-columns class
*/div#\:\$p>svg>foreignObject>section .columns3{display:grid;grid-template-columns:repeat(3,minmax(0,1fr));gap:calc(var(--marpit-root-font-size, 1rem) * 1)
  /* justify-content: center !important; */}
/******************** columns3-center ***************************/
/*
/*
  Adds three-columns with centered contens class
*/div#\:\$p>svg>foreignObject>section .columns3-center{display:grid;grid-template-columns:repeat(3,minmax(0,1fr));gap:calc(var(--marpit-root-font-size, 1rem) * 1);justify-items:center;justify-content:center;align-items:center}
/******************* titlepage *************************/
/*
    Title Page Class: first slide in a deck.

    Use:

    <!-- _class: titlepage -->

    # TTILE
    ## SUBTITLE
    ### AUTHOR
    #### DATE
    ##### INSTITUTION
*/div#\:\$p>svg>foreignObject>section.titlepage{background-color:var(--background-color)}
/*
  Titlepage informations
*/div#\:\$p>svg>foreignObject>section.titlepage .title{font-size:var(--title-size);font-weight:var(--title-font-weight);color:var(--title-color);border-bottom:1px solid var(--border-color);line-height:1.25;padding-bottom:15px;padding-right:10%}div#\:\$p>svg>foreignObject>section.titlepage div#\:\$p>svg>foreignObject>section section.title{--marpit-root-font-size:var(--title-size)}div#\:\$p>svg>foreignObject>section.titlepage .subtitle{font-size:var(--subtitle-size);font-weight:var(--subtitle-font-weight);line-height:1.2;color:var(--subtitle-color);padding-top:10px;padding-bottom:120px;letter-spacing:var(--letter-spacing)}div#\:\$p>svg>foreignObject>section.titlepage div#\:\$p>svg>foreignObject>section section.subtitle{--marpit-root-font-size:var(--subtitle-size)}div#\:\$p>svg>foreignObject>section.titlepage .author{font-size:var(--author-size)}div#\:\$p>svg>foreignObject>section.titlepage div#\:\$p>svg>foreignObject>section section.author{--marpit-root-font-size:var(--author-size)}div#\:\$p>svg>foreignObject>section.titlepage .date{font-size:var(--date-size)}div#\:\$p>svg>foreignObject>section.titlepage div#\:\$p>svg>foreignObject>section section.date{--marpit-root-font-size:var(--date-size)}div#\:\$p>svg>foreignObject>section.titlepage .organization{font-size:var(--institute-size)}div#\:\$p>svg>foreignObject>section.titlepage div#\:\$p>svg>foreignObject>section section.organization{--marpit-root-font-size:var(--institute-size)}div#\:\$p>svg>foreignObject>section.titlepage .author,div#\:\$p>svg>foreignObject>section.titlepage .date,div#\:\$p>svg>foreignObject>section.titlepage .organization{font-weight:400;text-align:right;color:var(--titlepage-color);line-height:1.25}div#\:\$p>svg>foreignObject>section.titlepage :is(h3,marp-h3),div#\:\$p>svg>foreignObject>section.titlepage :is(h4,marp-h4),div#\:\$p>svg>foreignObject>section.titlepage :is(h5,marp-h5){font-weight:400;text-align:right;color:var(--titlepage-color);line-height:0;letter-spacing:var(--letter-spacing)}div#\:\$p>svg>foreignObject>section.titlepage :is(h1,marp-h1){font-size:var(--title-size);font-weight:var(--title-font-weight);text-align:left;color:var(--title-color);border-bottom:1px solid var(--border-color);line-height:1.25;padding-right:20%}div#\:\$p>svg>foreignObject>section.titlepage :is(h2,marp-h2){font-size:var(--subtitle-size);font-weight:var(--subtitle-font-weight);text-align:left;color:var(--subtitle-color);letter-spacing:var(--letter-spacing);line-height:1.2;margin-top:-0.2em;padding-bottom:95px}div#\:\$p>svg>foreignObject>section.titlepage :is(h3,marp-h3){font-size:var(--author-size)}div#\:\$p>svg>foreignObject>section.titlepage :is(h4,marp-h4){font-size:var(--date-size)}div#\:\$p>svg>foreignObject>section.titlepage :is(h5,marp-h5){font-size:var(--institute-size)}
/* Omits page number in Title Page Slide */div#\:\$p>svg>foreignObject>section.titlepage footer,div#\:\$p>svg>foreignObject>section.titlepage header,div#\:\$p>svg>foreignObject>section.titlepage:after{
  /* hide header, footer and pagination */display:none}
/************************* transition *****************************/
/*
    transition class: first slide in a section. Use h1 as header.
    Use:

    <!-- _class: transition -->

    # Header

*/div#\:\$p>svg>foreignObject>section.transition{background-color:var(--transitionpage-color);text-align:center!important;font-weight:bold!important;color:white;padding-top:auto;padding-buttom:auto}div#\:\$p>svg>foreignObject>section.transition :is(h1,marp-h1),div#\:\$p>svg>foreignObject>section.transition :is(h2,marp-h2),div#\:\$p>svg>foreignObject>section.transition a,div#\:\$p>svg>foreignObject>section.transition p{color:rgb(243,229,212);font-size:200%;border-bottom:none}div#\:\$p>svg>foreignObject>section.transition footer,div#\:\$p>svg>foreignObject>section.transition header,div#\:\$p>svg>foreignObject>section.transition:after{
  /* hide header, footer and pagination */display:none}
/************************* transition *****************************/
/*
    transition class: first slide in a section. Use h1 as header.
    Use:

    <!-- _class: transition -->

    # Header

*/div#\:\$p>svg>foreignObject>section.transition2{background-color:rgb(137,173,207);text-align:center!important;font-weight:bold!important;color:white;padding-top:auto;padding-buttom:auto}div#\:\$p>svg>foreignObject>section.transition2 :is(h1,marp-h1),div#\:\$p>svg>foreignObject>section.transition2 :is(h2,marp-h2),div#\:\$p>svg>foreignObject>section.transition2 a,div#\:\$p>svg>foreignObject>section.transition2 p{color:rgb(217,235,247);font-size:200%;border-bottom:none}div#\:\$p>svg>foreignObject>section.transition2 em{background-color:rgb(60,255,0)!important}div#\:\$p>svg>foreignObject>section.transition2 footer,div#\:\$p>svg>foreignObject>section.transition2 header,div#\:\$p>svg>foreignObject>section.transition2:after{
  /* hide header, footer and pagination */display:none}
/************************* CITE *****************************/
/*
    cite class: slide containg a citation

    Use:

    <!-- _class: cite -->

    Text

*/div#\:\$p>svg>foreignObject>section.cite{background-color:var(--background-color)}div#\:\$p>svg>foreignObject>section.cite p{color:black;background-color: ;letter-spacing:var(--letter-spacing);font-size:150%;text-align:center;line-height:1.2em;font-family:Cambria,Cochin,Georgia,Times,"Times New Roman",serif;
  /*  font-style: oblique; */padding-top:auto;padding-bottom:auto;padding-left:100px;padding-right:100px}div#\:\$p>svg>foreignObject>section.cite strong{color:var(--strong-color)}
/* Omits page number in Title Page Slide */div#\:\$p>svg>foreignObject>section.cite footer,div#\:\$p>svg>foreignObject>section.cite header,div#\:\$p>svg>foreignObject>section.cite:after{
  /* hide header, footer and pagination */display:none}
/************************* biblio *****************************/
/*
    slides containg bibliography
    Use:

    <!-- _class: biblio -->
    # References

    1. Item one
    2. Item two

*/div#\:\$p>svg>foreignObject>section.biblio{background-color:var(--background-color)}div#\:\$p>svg>foreignObject>section.biblio p{color:var(--text-color);font-size:80%;font-weight:300;padding-left:5px}div#\:\$p>svg>foreignObject>section.biblio :is(h1,marp-h1){font-size:35px;color:var(--text-color);border-bottom:1px solid var(--border-color)}div#\:\$p>svg>foreignObject>section.biblio strong{color:var(--bold-color)}div#\:\$p>svg>foreignObject>section.biblio a{font-size:31px;font-weight:bold;color:var(--bold-color)}div#\:\$p>svg>foreignObject>section.biblio li{color:var(--text-color)}div#\:\$p>svg>foreignObject>section.biblio footer,div#\:\$p>svg>foreignObject>section.biblio header,div#\:\$p>svg>foreignObject>section.biblio:after{
  /* hide header, footer and pagination */display:none}
/******************* cool-list *****************************/
/*

  Credits: https://catalin.red/css3-ordered-list-styles/

  Use:

  <!-- _class: cool-list -->

  1. *Item One*
  1. *Item two*
      1. *Item two.one*
      1. *Item two.two*
      1. *Item two.three*
  1. *Item Three*

*/div#\:\$p>svg>foreignObject>section.cool-list ol{counter-reset:li; /* Initiate a counter */list-style:none; /* Remove default numbering */padding:0
  /*text-shadow: 0 1px 0 rgba(255,255,255,.5);*/}div#\:\$p>svg>foreignObject>section.cool-list li{margin-bottom:0.1em!important;margin-top:0.1em!important}div#\:\$p>svg>foreignObject>section.cool-list ol>li>em,div#\:\$p>svg>foreignObject>section.cool-list>ol>li>a{position:relative;display:block;padding:0.4em 0.4em 0.4em 2em;margin:0.5em 0;background:#ddd;color:#444;text-decoration:none;border-radius:0.3em;transition:all 0.3s ease-out;font-style:normal}div#\:\$p>svg>foreignObject>section.cool-list ol>li>em:before,div#\:\$p>svg>foreignObject>section.cool-list>ol>li>a:before{content:counter(li);counter-increment:li;position:absolute;left:-1.3em;top:50%;margin-top:-1.3em;background:var(--cool-list-color);height:2em;width:2em;line-height:2em;border:0.3em solid #fff;text-align:center;font-weight:normal;border-radius:2em;transition:all 0.3s ease-out;color:white}div#\:\$p>svg>foreignObject>section.cool-list>ol>li>a:hover,div#\:\$p>svg>foreignObject>section.cool-list>ol>li>em:hover{background:#eee;font-weight:bolder}
/* Rotating effect */
/*
section.cool-list ol > li > em:hover:before,section.cool-list ol > li > a:hover:before{
    transform: rotate(360deg);
}*/
/* Lists inside lists */div#\:\$p>svg>foreignObject>section.cool-list>ol ol{margin:0 0 0 2em; /* Add some left margin for inner lists */font-size:75%;counter-reset:li2 /* Initiate a counter */}div#\:\$p>svg>foreignObject>section.cool-list>ol ol>li>a:before,div#\:\$p>svg>foreignObject>section.cool-list>ol ol>li>em:before{content:counter(li2);counter-increment:li2}div#\:\$p>svg>foreignObject>section.cool-list>ol>li>ul{list-style-type:disc;margin:0 0 0 1em;font-size:75%}div#\:\$p>svg>foreignObject>section.cool-list>ol ol>li>em{background:#efefef}
/******************* cool-list2 *****************************/
/*

  Credits: https://catalin.red/css3-ordered-list-styles/

  Use:

  <!-- _class: cool-list2 -->

  1. *Item One*
  1. *Item two*
      1. *Item two.one*
      1. *Item two.two*
      1. *Item two.three*
  1. *Item Three*

*/div#\:\$p>svg>foreignObject>section.cool-list2 ol{counter-reset:li; /* Initiate a counter */list-style:none; /* Remove default numbering */padding:0;text-shadow:0 1px 0 rgba(255,255,255,0.5)}div#\:\$p>svg>foreignObject>section.cool-list2 ol ol{margin:0 0 0 2em /* Add some left margin for inner lists */}div#\:\$p>svg>foreignObject>section.cool-list2 ol li em{position:relative;display:block;padding:0.4em 0.4em 0.4em 0.8em;margin:0.5em 0 0.5em 2.5em;background:#ddd;color:#444;text-decoration:none;transition:all 0.3s ease-out;font-style:normal}div#\:\$p>svg>foreignObject>section.cool-list2 ol li em:hover{background:#eee;font-weight:bolder}div#\:\$p>svg>foreignObject>section.cool-list2 ol li em:before{content:counter(li);counter-increment:li;position:absolute;left:-2.5em;top:50%;margin-top:-1em;
  /* background: #fa8072; */background:var(--lighter-color);height:2em;width:2em;line-height:2em;text-align:center;font-weight:bold}div#\:\$p>svg>foreignObject>section.cool-list2 ol li em:after{position:absolute;content:"";border:0.5em solid transparent;left:-1em;top:50%;margin-top:-0.5em;transition:all 0.3s ease-out}div#\:\$p>svg>foreignObject>section.cool-list2 ol li em:hover:after{left:-0.5em;
  /* border-left-color: #fa8072; */border-left-color:var(--lighter-color)}
/* Lists inside lists */div#\:\$p>svg>foreignObject>section.cool-list2 ol ol{margin:0 0 0 2em; /* Add some left margin for inner lists */font-size:75%;counter-reset:li2 /* Initiate a counter */}div#\:\$p>svg>foreignObject>section.cool-list2 ol ol>li>a:before,div#\:\$p>svg>foreignObject>section.cool-list2 ol ol>li>em:before{content:counter(li2);counter-increment:li2;background:lightgray}div#\:\$p>svg>foreignObject>section.cool-list2 ol ul{list-style-type:disc;margin:0 0 0 1em;font-size:75%}div#\:\$p>svg>foreignObject>section.cool-list2 ol ol em{background:#efefef}div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG]{direction:ltr}div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG]>svg{overflow:visible;min-height:1px;min-width:1px}div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG]>svg a{fill:blue;stroke:blue}div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG][display=true]{display:block;text-align:center;margin:1em 0}div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG][display=true][width=full]{display:flex}div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG][justify=left]{text-align:left}div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG][justify=right]{text-align:right}div#\:\$p>svg>foreignObject>section g[data-mml-node=merror]>g{fill:red;stroke:red}div#\:\$p>svg>foreignObject>section g[data-mml-node=merror]>rect[data-background]{fill:yellow;stroke:none}div#\:\$p>svg>foreignObject>section g[data-mml-node=mtable]>line[data-line],div#\:\$p>svg>foreignObject>section svg[data-table]>g>line[data-line]{stroke-width:70px;fill:none}div#\:\$p>svg>foreignObject>section g[data-mml-node=mtable]>rect[data-frame],div#\:\$p>svg>foreignObject>section svg[data-table]>g>rect[data-frame]{stroke-width:70px;fill:none}div#\:\$p>svg>foreignObject>section g[data-mml-node=mtable]>.mjx-dashed,div#\:\$p>svg>foreignObject>section svg[data-table]>g>.mjx-dashed{stroke-dasharray:140}div#\:\$p>svg>foreignObject>section g[data-mml-node=mtable]>.mjx-dotted,div#\:\$p>svg>foreignObject>section svg[data-table]>g>.mjx-dotted{stroke-linecap:round;stroke-dasharray:0,140}div#\:\$p>svg>foreignObject>section g[data-mml-node=mtable]>g>svg{overflow:visible}div#\:\$p>svg>foreignObject>section [jax=SVG] mjx-tool{display:inline-block;position:relative;width:0;height:0}div#\:\$p>svg>foreignObject>section [jax=SVG] mjx-tool>mjx-tip{position:absolute;top:0;left:0}div#\:\$p>svg>foreignObject>section mjx-tool>mjx-tip{display:inline-block;padding:.2em;border:1px solid #888;font-size:70%;background-color:#F8F8F8;color:black;box-shadow:2px 2px 5px #AAAAAA}div#\:\$p>svg>foreignObject>section g[data-mml-node=maction][data-toggle]{cursor:pointer}div#\:\$p>svg>foreignObject>section mjx-status{display:block;position:fixed;left:1em;bottom:1em;min-width:25%;padding:.2em .4em;border:1px solid #888;font-size:90%;background-color:#F8F8F8;color:black}div#\:\$p>svg>foreignObject>section foreignObject[data-mjx-xml]{font-family:initial;line-height:normal;overflow:visible}div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG] path[data-c],div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG] use[data-c]{stroke-width:3}@media print{div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG] path[data-c],div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG] use[data-c]{stroke-width:0}}div#\:\$p>svg>foreignObject>section img[data-marp-twemoji]{background:transparent;height:1em;margin:0 .05em 0 .1em;vertical-align:-.1em;width:1em}

/* @theme descartes */

/*
  ============================================
    Created by Paulo Cunha
    version: 1.0
    last update: 04.dez.2022
  ============================================
*/

/* Importing COLOR SCHEMA */

/***************** COMMON STRUCTURE **********************/div#\:\$p>svg>foreignObject>:where(section):not([root]){font-family:'Fira Sans Light';font-weight:initial;--italic-background-color:rgba(214,25,66,0.144);--italic-background-color:rgba(8,140,255,0.236);--italic-background-color:rgba(255,16,8,0.075);--italic-background-color:rgba(201,255,8,0.753);--italic-background-color:rgba(8,226,255,0.521);--italic-background-color:rgb(169,255,8);background-color:rgb(238,244,237)}div#\:\$p>svg>foreignObject>section :is(h1,marp-h1){color:rgb(23,86,118);color:rgb(11,37,69);color:rgb(53,80,112);color:rgb(53,80,112);padding-bottom:2mm;margin-bottom:12mm}div#\:\$p>svg>foreignObject>section p{font-size:26pt;font-weight:600;color:rgba(78,78,80,0.814)}div#\:\$p>svg>foreignObject>section.titlepage .title{border-bottom:1px solid orangered}div#\:\$p>svg>foreignObject>section.cite{--strong-color:rgba(255,5,5,0.795)}div#\:\$p>svg>foreignObject>section.titlepage .author,div#\:\$p>svg>foreignObject>section.titlepage .date,div#\:\$p>svg>foreignObject>section.titlepage .organization{text-align:left}div#\:\$p>svg>foreignObject>section strong{color:rgb(141,169,196);color:rgb(181,101,118);color:rgb(229,107,111);color:rgba(23,86,118);color:rgb(0,53,199);color:rgb(186,50,79);color:rgb(179,31,63);padding-left:1px;padding-right:1px;font-weight:600}div#\:\$p>svg>foreignObject>section.transition em{background-color:rgb(255,166,0)!important}div#\:\$p>svg>foreignObject>section.transition strong{color:rgba(230,250,6,0.905);font-weight:1000;text-shadow:2px 2px 10px rgb(101,45,3)}div#\:\$p>svg>foreignObject>section.transition2 strong{color:rgb(10,100,235);color:rgb(161,240,3)}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]{columns:initial!important;display:block!important;padding:0!important}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]:after,div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]:before,div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=content]:after,div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=content]:before{display:none!important}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]>div[data-marpit-advanced-background-container]{all:initial;display:flex;flex-direction:row;height:100%;overflow:hidden;width:100%}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]>div[data-marpit-advanced-background-container][data-marpit-advanced-background-direction=vertical]{flex-direction:column}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background][data-marpit-advanced-background-split]>div[data-marpit-advanced-background-container]{width:var(--marpit-advanced-background-split,50%)}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background][data-marpit-advanced-background-split=right]>div[data-marpit-advanced-background-container]{margin-left:calc(100% - var(--marpit-advanced-background-split, 50%))}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]>div[data-marpit-advanced-background-container]>figure{all:initial;background-position:center;background-repeat:no-repeat;background-size:cover;flex:auto;margin:0}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=content],div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=pseudo]{background:transparent!important}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=pseudo],div#\:\$p>svg[data-marpit-svg]>foreignObject[data-marpit-advanced-background=pseudo]{pointer-events:none!important}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background-split]{width:100%;height:100%}</style></head><body><div class="bespoke-marp-osc"><button data-bespoke-marp-osc="prev" tabindex="-1" title="Previous slide">Previous slide</button><span data-bespoke-marp-osc="page"></span><button data-bespoke-marp-osc="next" tabindex="-1" title="Next slide">Next slide</button><button data-bespoke-marp-osc="fullscreen" tabindex="-1" title="Toggle fullscreen (f)">Toggle fullscreen</button><button data-bespoke-marp-osc="presenter" tabindex="-1" title="Open presenter view (p)">Open presenter view</button></div><div id=":$p"><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-paginate="true" data-class="titlepage" data-theme="descartes" class="titlepage" data-marpit-pagination="1" data-marpit-pagination-total="115" style="--paginate:true;--class:titlepage;--theme:descartes;" data-marpit-advanced-background="background"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;https://evermonte.com/wp-content/uploads/2023/03/como-a-inteligencia-artificial-auxilia-na-forma-de-liderar.png&quot;);filter:saturate(1.3);"></figure></div></section></foreignObject><foreignObject width="1280" height="720"><section id="1" data-paginate="true" data-class="titlepage" data-theme="descartes" class="titlepage" data-marpit-pagination="1" data-marpit-pagination-total="115" style="--paginate:true;--class:titlepage;--theme:descartes;" data-marpit-advanced-background="content"><div class="title"         > <font color="white">Inteligência Artificial e o</font> <font color="orange">Chat-GPT</font></div>
<div class="subtitle"      > Uma apresentação introdutória. </div>
<div class="author"        > <font color="white">Paulo Roberto Martins Cunha</font>                               </div>
<div class="date"          > <font color="white">15 de junho de 2023</font>        </div>
<div class="organization"  > <font color="orange">GFT Talks - Grupo de Filosofia Temática (GFT)</font>    </div>
</section>
</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-paginate="true" data-class="titlepage" data-theme="descartes" class="titlepage" data-marpit-pagination="1" data-marpit-pagination-total="115" style="" data-marpit-advanced-background="pseudo"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="2" data-paginate="true" data-footer="&lt;font color=&quot;orange&quot;&gt;GFT Talks&lt;/font&gt;: &lt;font color=&quot;black&quot;&gt;Inteligência Artificial e o GPT-3&lt;/font&gt;" data-theme="descartes" data-marpit-pagination="2" data-marpit-pagination-total="115" style="--paginate:true;--footer:&lt;font color=&quot;orange&quot;&gt;GFT Talks&lt;/font&gt;: &lt;font color=&quot;black&quot;&gt;Inteligência Artificial e o GPT-3&lt;/font&gt;;--theme:descartes;"><div class="columns-center">
  <div>
<p><img src="img/paulo3.jpeg" alt="" style="height:490px;filter:saturate(1.4) drop-shadow(0 10px 16px rgba(0,0,0,.4));" /></p>
  </div>
  <div>
<h2 id="paulo-roberto-martins-cunha"><strong>Paulo Roberto Martins Cunha</strong></h2>
<ul>
<li>Engenheiro Eletricista - UFPA (1992);</li>
<li>Bacharel em Direito - UFPA (2020);</li>
<li>Bacharelando em Filosofia - UFPA.</li>
</ul>
<h4 id="interesses">Interesses:</h4>
<ul>
<li>Ética, Idealismo alemão, Filosofia da tecnologia.</li>
</ul>
<h4 id="contatos">Contatos:</h4>
<ul>
<li>e-mail: <a href="mailto:cunha.paulo@gmail.com">cunha.paulo@gmail.com</a>;</li>
<li>tel.: (91) 98111-5890 (WhatsApp).</li>
</ul>
</div>
</div>
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<h1 id="agenda-desejada">Agenda (<strong>Desejada</strong>)</h1>
<div class="columns-center">
<div>
<ol>
<li>
<p><strong>Raizes da ideia de uma inteligência artificial</strong></p>
<ol>
<li>Mitologia, literatura, teatro, cinema.</li>
</ol>
</li>
<li>
<p><strong>O que é Inteligência Artificial?</strong></p>
<ol>
<li>O que é Computação?</li>
<li>Métodos de implementação de Inteligência Artificial.</li>
</ol>
</li>
</ol>
</div>
<div>
<ol start="3">
<li>
<p><strong>O Sistema GPT-3</strong></p>
<ol>
<li>O que é inteligência artificial <strong>generativa</strong>?</li>
</ol>
</li>
<li>
<p><strong>Problematizações</strong>.</p>
<ol>
<li><strong>Ética</strong> do uso <strong>acadêmico</strong> do GPT-3;</li>
<li>A questão dos <strong>empregos</strong> humanos ameaçados pela IA.</li>
</ol>
</li>
</ol>
</div>
</div>
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<p>Parte 1: <br /> <em>Raízes da Ideia de uma<br /> Inteligência Artificial</em></p>
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<p><em>MITOLOGIA</em></p>
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<h1 id="mitologia---gr%C3%A9cia">Mitologia - <strong>Grécia</strong></h1>
<div class="columns-center">
<div>
<ul>
<li><em>Talos</em> - autômato criado por <strong>Hefestos</strong>, era um robô gigante de bronze presenteado por Zeus a Minos para guardar sua ilha. <br /><br /></li>
<li><em>Pandora</em> - criatura de <strong>Hefestos</strong> a mando de <strong>Zeus</strong>, com o concurso de todos os deuses, para vingança contra a humanidade após <strong>Prometeu</strong> ter dado o segredo do fogo ao homem. Sua <strong>curiosidade</strong> a fez abrir o <strong>jarro</strong> de todos os males.</li>
</ul>
</div>
<div>
<ul>
<li><em>Donzelas Douradas</em> - também criadas por <strong>Hefestos</strong> como assistentes femininas, podiam antecipar e responder às necessidades de seu criador, com características humanas: <strong>consciência</strong>, <strong>inteligência</strong>, <strong>aprendi-zado</strong>, <strong>razão</strong> e <strong>fala</strong>.<br /><br />A criação de máquinas inteligentes e automatizadas tem <strong>motivação</strong> de <strong>economia de trabalho</strong> humano.</li>
</ul>
</div>
</div>
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<p><em>LITERATURA</em></p>
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<h1 id="literatura---golem-praga-s%C3%A9c-xiv">Literatura - <strong>Golem</strong> (Praga, <code>séc. XIV</code>)</h1>
<ul>
<li>
<p>Associado à tradição mistica do judaísmo (<strong>Cabala</strong>);</p>
</li>
<li>
<p>O Golem é um ser <strong>artificial</strong> (animado de matéria inanimada) e teria sido feito com a <strong>argila</strong> (silício) do rio Moldava que banha Praga, por um processo <strong>divino</strong> (programação);</p>
</li>
<li>
<p>O <strong>rabino</strong> (programador) construiu o Golem e, seguindo <strong>orações específicas</strong> (programação), fez com que ele ganhasse <strong>vida</strong> (inteli-gência artificial);</p>
</li>
</ul>
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<h1 id="literatura---golem">Literatura - <strong>Golem</strong></h1>
<ul>
<li>
<p>recitando um <strong>hino especial</strong> (programação) em <strong>hebraico</strong> (linguagem de programação) e escrevendo na sua testa a palavra <strong>Emet</strong> (<em>אמת</em>), que em hebraico significa <strong>verdade</strong>. <br /><br /></p>
</li>
<li>
<p>O Golem deveria <strong>obedecer ao rabino</strong> (programação ética), <strong>ajudando</strong> e <strong>protegendo</strong> (programação) o gueto judaico dos ataques anti-semitas;</p>
</li>
</ul>
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<h1 id="literatura---golem-1">Literatura - <strong>Golem</strong></h1>
<ul>
<li>Porém, o Golem cresceu e se tornou <strong>violento</strong> e começou a <strong>matar pessoas</strong> espalhando o medo (erro de programação-treino).</li>
<li>O rabino concordou em destruir o Golem <em>apagando a primeira letra da palavra</em> <strong>Emet</strong> que formaria a palavra <strong>Met</strong> que significa <strong>&quot;morto&quot;</strong> em hebraico (mecanismo de segurança).</li>
</ul>
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<h1 id="literatura---frankenstein-1818">Literatura - <strong>Frankenstein</strong> (<code>1818</code>)</h1>
<ul>
<li><strong>Mary Shelley</strong> - &quot;Frankenstein ou o Prometeu Moderno&quot;</li>
<li>Considerada a primeira obra de Ficção Científica;</li>
<li>Victor von <strong>Frankenstein</strong> era o criador, não a criatura; <br /><br /></li>
<li>Avaliação: <img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/><img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/><img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/><img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/><img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/></li>
</ul>
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<p><em>TEATRO</em></p>
<footer><font color="orange">GFT Talks</font>: <font color="black">Inteligência Artificial e o GPT-3</font></footer>
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</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-paginate="true" data-footer="&lt;font color=&quot;orange&quot;&gt;GFT Talks&lt;/font&gt;: &lt;font color=&quot;black&quot;&gt;Inteligência Artificial e o GPT-3&lt;/font&gt;" data-class="transition2" data-theme="descartes" class="transition2" data-marpit-pagination="13" data-marpit-pagination-total="115" style="" data-marpit-advanced-background="pseudo"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-paginate="true" data-footer="." data-background-color="black" data-theme="descartes" data-marpit-pagination="14" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--background-color:black;--theme:descartes;background-color:black;background-image:none;--marpit-advanced-background-split:60%;" data-marpit-advanced-background="background" data-marpit-advanced-background-split="left"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="vertical"><figure style="background-image:url(&quot;https://upload.wikimedia.org/wikipedia/commons/thumb/8/87/Capek_play.jpg/389px-Capek_play.jpg&quot;);background-size:contain;"></figure></div></section></foreignObject><foreignObject width="40%" height="720" x="60%"><section id="14" data-paginate="true" data-footer="." data-background-color="black" data-theme="descartes" data-marpit-pagination="14" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--background-color:black;--theme:descartes;background-color:black;background-image:none;--marpit-advanced-background-split:60%;" data-marpit-advanced-background="content" data-marpit-advanced-background-split="left">
<h3 is="marp-h3" data-auto-scaling id="rur-p1920"> <strong>R.U.R.</strong> <p><em><code>1920</code></em></h3>
<h5 id="font-colorwhiterossums-universal-robots-rob%C3%B4s-universais-de-rossum-%C3%A9-uma-pe%C3%A7a-teatral-de-fic%C3%A7%C3%A3o-cient%C3%ADfica-escrita-pelo-tcheco-karel-%C4%8Dapek---praga-tchecoslo-v%C3%A1quiafont"><font color="white">Rossum's Universal Robots (Robôs Universais de Rossum) é uma peça teatral de ficção científica escrita pelo tcheco <strong><code>Karel Čapek</code></strong> - Praga, Tchecoslo-váquia.</font></h5>
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</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-paginate="true" data-footer="." data-background-color="black" data-theme="descartes" data-marpit-pagination="14" data-marpit-pagination-total="115" style="" data-marpit-advanced-background="pseudo" data-marpit-advanced-background-split="left"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-paginate="true" data-footer="." data-background-color="black" data-theme="descartes" data-marpit-pagination="15" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--background-color:black;--theme:descartes;background-color:black;background-image:none;--marpit-advanced-background-split:40%;" data-marpit-advanced-background="background" data-marpit-advanced-background-split="right"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;https://m.media-amazon.com/images/M/MV5BZmZjMjNmMmEtNTc0OS00MWM5LWFkNzItZGY5ZGQ5OGE4NTZiXkEyXkFqcGdeQXVyMjIxMzMyMQ@@._V1_.jpg&quot;);background-size:contain;"></figure></div></section></foreignObject><foreignObject width="60%" height="720"><section id="15" data-paginate="true" data-footer="." data-background-color="black" data-theme="descartes" data-marpit-pagination="15" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--background-color:black;--theme:descartes;background-color:black;background-image:none;--marpit-advanced-background-split:40%;" data-marpit-advanced-background="content" data-marpit-advanced-background-split="right">
<h4 is="marp-h4" data-auto-scaling id="rur"> <strong>R.U.R.</strong></h4>

<h3 id="font-colorwhitea-palavra-rob%C3%B4-do-tcheco-robota-trabalho-for%C3%A7ado-foi-mencionada-pela-primeira-vez-na-pe%C3%A7a-o-nome-rossum-%C3%A9-uma-alus%C3%A3o-%C3%A0-palavra-checa-rozum-que-significa-raz%C3%A3ofont"><font color="white">A palavra <strong><code>robô</code></strong>, do tcheco <strong><code>robota</code></strong> (trabalho forçado), foi mencionada pela primeira vez na peça. O nome <strong><code>Rossum</code></strong> é uma alusão à palavra checa <strong><code>rozum</code></strong>, que significa <strong><code>razão</code></strong>.</font></h3>
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<h4 is="marp-h4" data-auto-scaling id="ep%C3%ADlogo"> <strong><code>Epílogo</code></strong></h4>

<h3 id="font-colorwhiteresta-apenas-um-%C3%BAltimo-homem-vivo-com-a-tarefa-imposta-pelos-rob%C3%B4s-de-de-criar-uma-formula-para-aumentar-seu-tempo-m%C3%A1ximo-de-vida-que-era-de-20-anosfont"><font color="white">Resta apenas um último homem vivo com a tarefa, imposta pelos robôs, de de criar uma formula para aumentar seu tempo máximo de vida, que era de 20 anos.</font></h3>
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<p><em>CINEMA</em></p>
<footer><font color="orange">GFT Talks</font>: <font color="black">Inteligência Artificial e o GPT-3</font></footer>
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</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-paginate="true" data-footer="&lt;font color=&quot;orange&quot;&gt;GFT Talks&lt;/font&gt;: &lt;font color=&quot;black&quot;&gt;Inteligência Artificial e o GPT-3&lt;/font&gt;" data-class="transition2" data-theme="descartes" class="transition2" data-marpit-pagination="18" data-marpit-pagination-total="115" style="" data-marpit-advanced-background="pseudo"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-paginate="true" data-footer="." data-background-color="black" data-theme="descartes" data-marpit-pagination="19" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--background-color:black;--theme:descartes;background-color:black;background-image:none;--marpit-advanced-background-split:70%;" data-marpit-advanced-background="background" data-marpit-advanced-background-split="left"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;https://www.riminitoday.it/~media/horizontal-hi/32472760534275/Golem.jpg&quot;);"></figure></div></section></foreignObject><foreignObject width="30%" height="720" x="70%"><section id="19" data-paginate="true" data-footer="." data-background-color="black" data-theme="descartes" data-marpit-pagination="19" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--background-color:black;--theme:descartes;background-color:black;background-image:none;--marpit-advanced-background-split:70%;" data-marpit-advanced-background="content" data-marpit-advanced-background-split="left">
<h2 is="marp-h2" data-auto-scaling id="o-golem"> <strong>O Golem</strong></h2>
<h2 is="marp-h2" data-auto-scaling id="1920"> <em><code>1920</code></em></h2>
<blockquote>
<p><font color="white"><br /> Cena do filme &quot;O Golem - Como veio ao mundo&quot; (Der Golem, wie er in die Welt kam), do diretor Paul Wegener. Alemanha.</font></p>
</blockquote>
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<h1 id="cinema---metropolis-1927">Cinema - <strong>Metropolis</strong> (<code>1927</code>)</h1>
<ul>
<li>A desumanização do ser humano pelas máquinas; <br /><br /></li>
<li>Avaliação: <img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/><img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/><img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/><img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/><img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/></li>
</ul>
<footer><font color="orange">GFT Talks</font>: <font color="black">Inteligência Artificial e o GPT-3</font></footer>
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<h1 id="cinema---2001-uma-odisseia-no-espa%C3%A7o-1968">Cinema - <strong>2001 Uma Odisseia no Espaço</strong> (<code>1968</code>)</h1>
<ul>
<li>HAL 9000;</li>
<li>Quais os perigos de uma inteligência não humana tomando decisões autônomas? <br /><br /></li>
<li>Avaliação: <img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/><img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/><img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/><img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/><img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/></li>
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<h1 id="cinema---blade-runner-1982">Cinema - <strong>Blade Runner</strong> (<code>1982</code>)</h1>

<ul>
<li>Philip K. Dick - Ridley Scott.</li>
<li><strong>Replicantes</strong>: organismos biológicos <strong>artificiais</strong>.</li>
<li>Existe necessidade uma <strong>ética</strong> no trato com criaturas <strong>artificiais</strong>?<br /><br /></li>
<li>Avaliação: <img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/><img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/><img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/><img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/><img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/>(<img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/>)</li>
</ul>
<footer><font color="orange">GFT Talks</font>: <font color="black">Inteligência Artificial e o GPT-3</font></footer>
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<h1 id="cinema---o-exterminador-do-futuro-1984">Cinema - <strong>O Exterminador do Futuro</strong> (<code>1984</code>)</h1>
<ul>
<li>A <strong>Skynet</strong> como metáfora dos riscos à <strong>sobrevivência</strong> da <strong>humanidade</strong> em presença de uma inteligência artifical <strong>autônoma</strong>. <br /><br /></li>
<li>Avaliação: <img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/><img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/><img class="emoji" draggable="false" alt="🌟" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/1f31f.svg" data-marp-twemoji=""/></li>
</ul>
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</section>
</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-paginate="true" data-footer="&lt;font color=&quot;orange&quot;&gt;GFT Talks&lt;/font&gt;: &lt;font color=&quot;black&quot;&gt;Inteligência Artificial e o GPT-3&lt;/font&gt;" data-theme="descartes" data-marpit-pagination="24" data-marpit-pagination-total="115" style="" data-marpit-advanced-background="pseudo"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="25" data-paginate="true" data-footer="&lt;font color=&quot;orange&quot;&gt;GFT Talks&lt;/font&gt;: &lt;font color=&quot;black&quot;&gt;Inteligência Artificial e o GPT-3&lt;/font&gt;" data-class="transition" data-theme="descartes" class="transition" data-marpit-pagination="25" data-marpit-pagination-total="115" style="--paginate:true;--footer:&lt;font color=&quot;orange&quot;&gt;GFT Talks&lt;/font&gt;: &lt;font color=&quot;black&quot;&gt;Inteligência Artificial e o GPT-3&lt;/font&gt;;--class:transition;--theme:descartes;">
<p>Parte 2: <br /> <em>O que é Inteligência Artificial?</em></p>
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<h1 id="o-que-%C3%A9-computa%C3%A7%C3%A3o">O que é computação?</h1>
<ul>
<li>
<p><strong>Computar</strong>, originalmente, significava <strong>calcular</strong>.</p>
</li>
<li>
<p><strong>Computação</strong> é a formalização do conceito que descreve a execução de etapas <strong>finitas</strong> para realização de um <strong>cálculo</strong>.</p>
</li>
<li>
<p><strong>Calcular</strong> é um processo passível de <em>mecanização</em>!<br /> Ou seja, pode ser <strong>automatizável</strong> ou com o auxílio<br /> de <em>máquinas</em> <small> (mecânicas, eletrônicas, quanticas, etc.) </small>.</p>
</li>
</ul>
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</section>
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<p><em>Computação</em> <mjx-container class="MathJax" jax="SVG"><svg style="vertical-align: -2.662ex;" xmlns="http://www.w3.org/2000/svg" width="8.385ex" height="6.471ex" role="img" focusable="false" viewBox="0 -1683.4 3706.3 2860.2"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="munderover"><g data-mml-node="mstyle"><g data-mml-node="mo"><path data-c="21D2" d="M580 514Q580 525 596 525Q601 525 604 525T609 525T613 524T615 523T617 520T619 517T622 512Q659 438 720 381T831 300T927 263Q944 258 944 250T935 239T898 228T840 204Q696 134 622 -12Q618 -21 615 -22T600 -24Q580 -24 580 -17Q580 -13 585 0Q620 69 671 123L681 133H70Q56 140 56 153Q56 168 72 173H725L735 181Q774 211 852 250Q851 251 834 259T789 283T735 319L725 327H72Q56 332 56 347Q56 360 70 367H681L671 377Q638 412 609 458T580 514Z" transform="translate(2706.3,0)"></path><svg width="2806.3" height="865" x="0" y="-182" viewBox="701.6 -182 2806.3 865"><path 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153H307Q322 153 322 145Q322 142 319 133Q314 117 301 95T267 48T216 6T155 -11Q125 -11 98 4T59 56Q57 64 57 83V101L92 241Q127 382 128 383Q128 385 77 385H26Z"></path></g><g data-mml-node="mi" transform="translate(4445,0)"><path data-c="1D452" d="M39 168Q39 225 58 272T107 350T174 402T244 433T307 442H310Q355 442 388 420T421 355Q421 265 310 237Q261 224 176 223Q139 223 138 221Q138 219 132 186T125 128Q125 81 146 54T209 26T302 45T394 111Q403 121 406 121Q410 121 419 112T429 98T420 82T390 55T344 24T281 -1T205 -11Q126 -11 83 42T39 168ZM373 353Q367 405 305 405Q272 405 244 391T199 357T170 316T154 280T149 261Q149 260 169 260Q282 260 327 284T373 353Z"></path></g></g><rect width="3769.5" height="60" x="120" y="220"></rect></g><g data-mml-node="mspace" transform="translate(4009.5,0)"></g></g></g></g></g></g></svg></mjx-container> <em>Inteligência</em> ?</p>
<footer><font color="orange">GFT Talks</font>: <font color="black">Inteligência Artificial e o GPT-3</font></footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="29" data-paginate="true" data-footer="&lt;font color=&quot;orange&quot;&gt;GFT Talks&lt;/font&gt;: &lt;font color=&quot;black&quot;&gt;Inteligência Artificial e o GPT-3&lt;/font&gt;" data-theme="descartes" data-marpit-pagination="29" data-marpit-pagination-total="115" style="--paginate:true;--footer:&lt;font color=&quot;orange&quot;&gt;GFT Talks&lt;/font&gt;: &lt;font color=&quot;black&quot;&gt;Inteligência Artificial e o GPT-3&lt;/font&gt;;--theme:descartes;">
<h1 id="computa%C3%A7%C3%A3o-intelig%C3%AAncia">Computação <mjx-container class="MathJax" jax="SVG"><svg style="vertical-align: 0.081ex;" xmlns="http://www.w3.org/2000/svg" width="1.76ex" height="0.968ex" role="img" focusable="false" viewBox="0 -464 778 428"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="mo"><path data-c="2261" d="M56 444Q56 457 70 464H707Q722 456 722 444Q722 430 706 424H72Q56 429 56 444ZM56 237T56 250T70 270H707Q722 262 722 250T707 230H70Q56 237 56 250ZM56 56Q56 71 72 76H706Q722 70 722 56Q722 44 707 36H70Q56 43 56 56Z"></path></g></g></g></svg></mjx-container> Inteligência?</h1>
<div class="columns-center">
<div>
<p><strong>Cálcular</strong> refere-se à manipulação ordenada de <strong>símbolos</strong> em geral (números, letras, etc.), em uma <strong>sequência finita</strong> bem definida, em busca de um <strong>resultado</strong> esperado;</p>
</div>
<div>
<p>Exemplos:</p>
<ul>
<li>
<p><mjx-container class="MathJax" jax="SVG"><svg style="vertical-align: -0.186ex;" xmlns="http://www.w3.org/2000/svg" width="5.028ex" height="1.715ex" role="img" focusable="false" viewBox="0 -676 2222.4 758"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="mn"><path data-c="37" d="M55 458Q56 460 72 567L88 674Q88 676 108 676H128V672Q128 662 143 655T195 646T364 644H485V605L417 512Q408 500 387 472T360 435T339 403T319 367T305 330T292 284T284 230T278 162T275 80Q275 66 275 52T274 28V19Q270 2 255 -10T221 -22Q210 -22 200 -19T179 0T168 40Q168 198 265 368Q285 400 349 489L395 552H302Q128 552 119 546Q113 543 108 522T98 479L95 458V455H55V458Z"></path></g><g data-mml-node="mo" transform="translate(722.2,0)"><path data-c="2B" d="M56 237T56 250T70 270H369V420L370 570Q380 583 389 583Q402 583 409 568V270H707Q722 262 722 250T707 230H409V-68Q401 -82 391 -82H389H387Q375 -82 369 -68V230H70Q56 237 56 250Z"></path></g><g data-mml-node="mn" transform="translate(1722.4,0)"><path data-c="35" d="M164 157Q164 133 148 117T109 101H102Q148 22 224 22Q294 22 326 82Q345 115 345 210Q345 313 318 349Q292 382 260 382H254Q176 382 136 314Q132 307 129 306T114 304Q97 304 95 310Q93 314 93 485V614Q93 664 98 664Q100 666 102 666Q103 666 123 658T178 642T253 634Q324 634 389 662Q397 666 402 666Q410 666 410 648V635Q328 538 205 538Q174 538 149 544L139 546V374Q158 388 169 396T205 412T256 420Q337 420 393 355T449 201Q449 109 385 44T229 -22Q148 -22 99 32T50 154Q50 178 61 192T84 210T107 214Q132 214 148 197T164 157Z"></path></g></g></g></svg></mjx-container></p>
</li>
<li>
<p><mjx-container class="MathJax" jax="SVG"><svg style="vertical-align: -0.186ex;" xmlns="http://www.w3.org/2000/svg" width="5.154ex" height="1.715ex" role="img" focusable="false" viewBox="0 -676 2278 758"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="mn"><path data-c="37" d="M55 458Q56 460 72 567L88 674Q88 676 108 676H128V672Q128 662 143 655T195 646T364 644H485V605L417 512Q408 500 387 472T360 435T339 403T319 367T305 330T292 284T284 230T278 162T275 80Q275 66 275 52T274 28V19Q270 2 255 -10T221 -22Q210 -22 200 -19T179 0T168 40Q168 198 265 368Q285 400 349 489L395 552H302Q128 552 119 546Q113 543 108 522T98 479L95 458V455H55V458Z"></path></g><g data-mml-node="mtext" transform="translate(500,0)"><path data-c="A0" d=""></path></g><g data-mml-node="mn" transform="translate(750,0)"><path data-c="35" d="M164 157Q164 133 148 117T109 101H102Q148 22 224 22Q294 22 326 82Q345 115 345 210Q345 313 318 349Q292 382 260 382H254Q176 382 136 314Q132 307 129 306T114 304Q97 304 95 310Q93 314 93 485V614Q93 664 98 664Q100 666 102 666Q103 666 123 658T178 642T253 634Q324 634 389 662Q397 666 402 666Q410 666 410 648V635Q328 538 205 538Q174 538 149 544L139 546V374Q158 388 169 396T205 412T256 420Q337 420 393 355T449 201Q449 109 385 44T229 -22Q148 -22 99 32T50 154Q50 178 61 192T84 210T107 214Q132 214 148 197T164 157Z"></path></g><g data-mml-node="mtext" transform="translate(1250,0)"><path data-c="A0" d=""></path></g><g data-mml-node="mo" transform="translate(1500,0)"><path data-c="2B" d="M56 237T56 250T70 270H369V420L370 570Q380 583 389 583Q402 583 409 568V270H707Q722 262 722 250T707 230H409V-68Q401 -82 391 -82H389H387Q375 -82 369 -68V230H70Q56 237 56 250Z"></path></g></g></g></svg></mjx-container></p>
</li>
<li>
<p><mjx-container class="MathJax" jax="SVG"><svg style="vertical-align: -0.186ex;" xmlns="http://www.w3.org/2000/svg" width="4.933ex" height="1.756ex" role="img" focusable="false" viewBox="0 -694 2180.4 776"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="mi"><path data-c="1D44E" d="M33 157Q33 258 109 349T280 441Q331 441 370 392Q386 422 416 422Q429 422 439 414T449 394Q449 381 412 234T374 68Q374 43 381 35T402 26Q411 27 422 35Q443 55 463 131Q469 151 473 152Q475 153 483 153H487Q506 153 506 144Q506 138 501 117T481 63T449 13Q436 0 417 -8Q409 -10 393 -10Q359 -10 336 5T306 36L300 51Q299 52 296 50Q294 48 292 46Q233 -10 172 -10Q117 -10 75 30T33 157ZM351 328Q351 334 346 350T323 385T277 405Q242 405 210 374T160 293Q131 214 119 129Q119 126 119 118T118 106Q118 61 136 44T179 26Q217 26 254 59T298 110Q300 114 325 217T351 328Z"></path></g><g data-mml-node="mo" transform="translate(751.2,0)"><path data-c="2B" d="M56 237T56 250T70 270H369V420L370 570Q380 583 389 583Q402 583 409 568V270H707Q722 262 722 250T707 230H409V-68Q401 -82 391 -82H389H387Q375 -82 369 -68V230H70Q56 237 56 250Z"></path></g><g data-mml-node="mi" transform="translate(1751.4,0)"><path data-c="1D44F" d="M73 647Q73 657 77 670T89 683Q90 683 161 688T234 694Q246 694 246 685T212 542Q204 508 195 472T180 418L176 399Q176 396 182 402Q231 442 283 442Q345 442 383 396T422 280Q422 169 343 79T173 -11Q123 -11 82 27T40 150V159Q40 180 48 217T97 414Q147 611 147 623T109 637Q104 637 101 637H96Q86 637 83 637T76 640T73 647ZM336 325V331Q336 405 275 405Q258 405 240 397T207 376T181 352T163 330L157 322L136 236Q114 150 114 114Q114 66 138 42Q154 26 178 26Q211 26 245 58Q270 81 285 114T318 219Q336 291 336 325Z"></path></g></g></g></svg></mjx-container></p>
</li>
<li>
<p><mjx-container class="MathJax" jax="SVG"><svg style="vertical-align: -0.464ex;" xmlns="http://www.w3.org/2000/svg" width="14.768ex" height="2.034ex" role="img" focusable="false" viewBox="0 -694 6527.5 899"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="mi"><path data-c="1D706" d="M166 673Q166 685 183 694H202Q292 691 316 644Q322 629 373 486T474 207T524 67Q531 47 537 34T546 15T551 6T555 2T556 -2T550 -11H482Q457 3 450 18T399 152L354 277L340 262Q327 246 293 207T236 141Q211 112 174 69Q123 9 111 -1T83 -12Q47 -12 47 20Q47 37 61 52T199 187Q229 216 266 252T321 306L338 322Q338 323 288 462T234 612Q214 657 183 657Q166 657 166 673Z"></path></g><g data-mml-node="mi" transform="translate(583,0)"><path data-c="1D465" d="M52 289Q59 331 106 386T222 442Q257 442 286 424T329 379Q371 442 430 442Q467 442 494 420T522 361Q522 332 508 314T481 292T458 288Q439 288 427 299T415 328Q415 374 465 391Q454 404 425 404Q412 404 406 402Q368 386 350 336Q290 115 290 78Q290 50 306 38T341 26Q378 26 414 59T463 140Q466 150 469 151T485 153H489Q504 153 504 145Q504 144 502 134Q486 77 440 33T333 -11Q263 -11 227 52Q186 -10 133 -10H127Q78 -10 57 16T35 71Q35 103 54 123T99 143Q142 143 142 101Q142 81 130 66T107 46T94 41L91 40Q91 39 97 36T113 29T132 26Q168 26 194 71Q203 87 217 139T245 247T261 313Q266 340 266 352Q266 380 251 392T217 404Q177 404 142 372T93 290Q91 281 88 280T72 278H58Q52 284 52 289Z"></path></g><g data-mml-node="mi" transform="translate(1155,0)"><path data-c="1D706" d="M166 673Q166 685 183 694H202Q292 691 316 644Q322 629 373 486T474 207T524 67Q531 47 537 34T546 15T551 6T555 2T556 -2T550 -11H482Q457 3 450 18T399 152L354 277L340 262Q327 246 293 207T236 141Q211 112 174 69Q123 9 111 -1T83 -12Q47 -12 47 20Q47 37 61 52T199 187Q229 216 266 252T321 306L338 322Q338 323 288 462T234 612Q214 657 183 657Q166 657 166 673Z"></path></g><g data-mml-node="mi" transform="translate(1738,0)"><path data-c="1D466" d="M21 287Q21 301 36 335T84 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217T97 414Q147 611 147 623T109 637Q104 637 101 637H96Q86 637 83 637T76 640T73 647ZM336 325V331Q336 405 275 405Q258 405 240 397T207 376T181 352T163 330L157 322L136 236Q114 150 114 114Q114 66 138 42Q154 26 178 26Q211 26 245 58Q270 81 285 114T318 219Q336 291 336 325Z"></path></g></g></g></svg></mjx-container></p>
</li>
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<p><mjx-container class="MathJax" jax="SVG"><svg style="vertical-align: -0.05ex;" xmlns="http://www.w3.org/2000/svg" width="20.614ex" height="1.557ex" role="img" focusable="false" viewBox="0 -666 9111.4 688"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="mn"><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(500,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(1000,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(1500,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 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465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(500,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(1000,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(1500,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(2000,0)"></path><path data-c="31" d="M213 578L200 573Q186 568 160 563T102 556H83V602H102Q149 604 189 617T245 641T273 663Q275 666 285 666Q294 666 302 660V361L303 61Q310 54 315 52T339 48T401 46H427V0H416Q395 3 257 3Q121 3 100 0H88V46H114Q136 46 152 46T177 47T193 50T201 52T207 57T213 61V578Z" transform="translate(2500,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(3000,0)"></path><path data-c="31" d="M213 578L200 573Q186 568 160 563T102 556H83V602H102Q149 604 189 617T245 641T273 663Q275 666 285 666Q294 666 302 660V361L303 61Q310 54 315 52T339 48T401 46H427V0H416Q395 3 257 3Q121 3 100 0H88V46H114Q136 46 152 46T177 47T193 50T201 52T207 57T213 61V578Z" transform="translate(3500,0)"></path></g></g></g></svg></mjx-container></p>
</li>
</ul>
</div>
</div>
<footer><font color="orange">GFT Talks</font>: <font color="black">Inteligência Artificial e o GPT-3</font></footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="30" data-paginate="true" data-footer="&lt;font color=&quot;orange&quot;&gt;GFT Talks&lt;/font&gt;: &lt;font color=&quot;black&quot;&gt;Inteligência Artificial e o GPT-3&lt;/font&gt;" data-theme="descartes" data-marpit-pagination="30" data-marpit-pagination-total="115" style="--paginate:true;--footer:&lt;font color=&quot;orange&quot;&gt;GFT Talks&lt;/font&gt;: &lt;font color=&quot;black&quot;&gt;Inteligência Artificial e o GPT-3&lt;/font&gt;;--theme:descartes;">
<h1 id="computa%C3%A7%C3%A3o-intelig%C3%AAncia-1">Computação <mjx-container class="MathJax" jax="SVG"><svg style="vertical-align: 0.081ex;" xmlns="http://www.w3.org/2000/svg" width="1.76ex" height="0.968ex" role="img" focusable="false" viewBox="0 -464 778 428"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="mo"><path data-c="2261" d="M56 444Q56 457 70 464H707Q722 456 722 444Q722 430 706 424H72Q56 429 56 444ZM56 237T56 250T70 270H707Q722 262 722 250T707 230H70Q56 237 56 250ZM56 56Q56 71 72 76H706Q722 70 722 56Q722 44 707 36H70Q56 43 56 56Z"></path></g></g></g></svg></mjx-container> Inteligência?</h1>
<div class="columns-center">
<div>
<p><strong>Cálcular</strong> refere-se à manipulação ordenada de <strong>símbolos</strong> em geral (números, letras, etc.), em uma <strong>sequência finita</strong> bem definida, em busca de um <strong>resultado</strong> esperado;</p>
</div>
<div>
<p><em>Calculando</em>:</p>
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<p><mjx-container class="MathJax" jax="SVG"><svg style="vertical-align: -0.357ex;" xmlns="http://www.w3.org/2000/svg" width="9.924ex" height="1.864ex" role="img" focusable="false" viewBox="0 -666 4386.3 823.8"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="msub"><g data-mml-node="mn"><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 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xmlns="http://www.w3.org/2000/svg" width="9.924ex" height="1.864ex" role="img" focusable="false" viewBox="0 -666 4386.3 823.8"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="msub"><g data-mml-node="mn"><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" 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-0.357ex;" xmlns="http://www.w3.org/2000/svg" width="9.924ex" height="1.864ex" role="img" focusable="false" viewBox="0 -666 4386.3 823.8"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="msub"><g data-mml-node="mn"><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(500,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(1000,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(1500,0)"></path><path data-c="31" d="M213 578L200 573Q186 568 160 563T102 556H83V602H102Q149 604 189 617T245 641T273 663Q275 666 285 666Q294 666 302 660V361L303 61Q310 54 315 52T339 48T401 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83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(3500,0)"></path></g><g data-mml-node="TeXAtom" transform="translate(4033,-150) scale(0.707)" data-mjx-texclass="ORD"><g data-mml-node="mi"><path data-c="1D44F" d="M73 647Q73 657 77 670T89 683Q90 683 161 688T234 694Q246 694 246 685T212 542Q204 508 195 472T180 418L176 399Q176 396 182 402Q231 442 283 442Q345 442 383 396T422 280Q422 169 343 79T173 -11Q123 -11 82 27T40 150V159Q40 180 48 217T97 414Q147 611 147 623T109 637Q104 637 101 637H96Q86 637 83 637T76 640T73 647ZM336 325V331Q336 405 275 405Q258 405 240 397T207 376T181 352T163 330L157 322L136 236Q114 150 114 114Q114 66 138 42Q154 26 178 26Q211 26 245 58Q270 81 285 114T318 219Q336 291 336 325Z"></path></g></g></g></g></g></svg></mjx-container></strong></p>
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</div>
</div>
<footer><font color="orange">GFT Talks</font>: <font color="black">Inteligência Artificial e o GPT-3</font></footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="31" data-paginate="true" data-footer="&lt;font color=&quot;orange&quot;&gt;GFT Talks&lt;/font&gt;: &lt;font color=&quot;black&quot;&gt;Inteligência Artificial e o GPT-3&lt;/font&gt;" data-theme="descartes" data-marpit-pagination="31" data-marpit-pagination-total="115" style="--paginate:true;--footer:&lt;font color=&quot;orange&quot;&gt;GFT Talks&lt;/font&gt;: &lt;font color=&quot;black&quot;&gt;Inteligência Artificial e o GPT-3&lt;/font&gt;;--theme:descartes;">
<h1 id="computa%C3%A7%C3%A3o-intelig%C3%AAncia-2">Computação <mjx-container class="MathJax" jax="SVG"><svg style="vertical-align: 0.081ex;" xmlns="http://www.w3.org/2000/svg" width="1.76ex" height="0.968ex" role="img" focusable="false" viewBox="0 -464 778 428"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="mo"><path data-c="2261" d="M56 444Q56 457 70 464H707Q722 456 722 444Q722 430 706 424H72Q56 429 56 444ZM56 237T56 250T70 270H707Q722 262 722 250T707 230H70Q56 237 56 250ZM56 56Q56 71 72 76H706Q722 70 722 56Q722 44 707 36H70Q56 43 56 56Z"></path></g></g></g></svg></mjx-container> Inteligência?</h1>
<div class="columns-center">
<div>
<p><em>PERGUNTA:</em> A capacidade de realizar <strong>cálculos</strong> é uma definição do que seja <strong>inteligência</strong>? <br /><br /></p>
<p><img src="https://www.lse.ac.uk/philosophy/wp-content/uploads/2016/02/monkey-with-iphone.jpg" alt="" style="filter:drop-shadow(0 5px 10px rgba(0,0,0,.4)) saturate(2.2);" /></p>
</div>
<div>
<p>Exemplos:</p>
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<p><mjx-container class="MathJax" jax="SVG"><svg style="vertical-align: -0.357ex;" xmlns="http://www.w3.org/2000/svg" width="9.924ex" height="1.864ex" role="img" focusable="false" viewBox="0 -666 4386.3 823.8"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="msub"><g data-mml-node="mn"><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(500,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(1000,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(1500,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 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xmlns="http://www.w3.org/2000/svg" width="9.924ex" height="1.864ex" role="img" focusable="false" viewBox="0 -666 4386.3 823.8"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="msub"><g data-mml-node="mn"><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(500,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(1000,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(1500,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(2000,0)"></path><path data-c="31" d="M213 578L200 573Q186 568 160 563T102 556H83V602H102Q149 604 189 617T245 641T273 663Q275 666 285 666Q294 666 302 660V361L303 61Q310 54 315 52T339 48T401 46H427V0H416Q395 3 257 3Q121 3 100 0H88V46H114Q136 46 152 46T177 47T193 50T201 52T207 57T213 61V578Z" transform="translate(2500,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(3000,0)"></path><path data-c="31" d="M213 578L200 573Q186 568 160 563T102 556H83V602H102Q149 604 189 617T245 641T273 663Q275 666 285 666Q294 666 302 660V361L303 61Q310 54 315 52T339 48T401 46H427V0H416Q395 3 257 3Q121 3 100 0H88V46H114Q136 46 152 46T177 47T193 50T201 52T207 57T213 61V578Z" transform="translate(3500,0)"></path></g><g data-mml-node="TeXAtom" transform="translate(4033,-150) scale(0.707)" data-mjx-texclass="ORD"><g data-mml-node="mi"><path data-c="1D44F" d="M73 647Q73 657 77 670T89 683Q90 683 161 688T234 694Q246 694 246 685T212 542Q204 508 195 472T180 418L176 399Q176 396 182 402Q231 442 283 442Q345 442 383 396T422 280Q422 169 343 79T173 -11Q123 -11 82 27T40 150V159Q40 180 48 217T97 414Q147 611 147 623T109 637Q104 637 101 637H96Q86 637 83 637T76 640T73 647ZM336 325V331Q336 405 275 405Q258 405 240 397T207 376T181 352T163 330L157 322L136 236Q114 150 114 114Q114 66 138 42Q154 26 178 26Q211 26 245 58Q270 81 285 114T318 219Q336 291 336 325Z"></path></g></g></g></g></g></svg></mjx-container> (and)<br /> <strong><mjx-container class="MathJax" jax="SVG"><svg style="vertical-align: -0.357ex;" xmlns="http://www.w3.org/2000/svg" width="9.924ex" height="1.864ex" role="img" focusable="false" viewBox="0 -666 4386.3 823.8"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="msub"><g data-mml-node="mn"><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(500,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(1000,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(1500,0)"></path><path data-c="31" d="M213 578L200 573Q186 568 160 563T102 556H83V602H102Q149 604 189 617T245 641T273 663Q275 666 285 666Q294 666 302 660V361L303 61Q310 54 315 52T339 48T401 46H427V0H416Q395 3 257 3Q121 3 100 0H88V46H114Q136 46 152 46T177 47T193 50T201 52T207 57T213 61V578Z" transform="translate(2000,0)"></path><path data-c="31" d="M213 578L200 573Q186 568 160 563T102 556H83V602H102Q149 604 189 617T245 641T273 663Q275 666 285 666Q294 666 302 660V361L303 61Q310 54 315 52T339 48T401 46H427V0H416Q395 3 257 3Q121 3 100 0H88V46H114Q136 46 152 46T177 47T193 50T201 52T207 57T213 61V578Z" transform="translate(2500,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(3000,0)"></path><path data-c="30" d="M96 585Q152 666 249 666Q297 666 345 640T423 548Q460 465 460 320Q460 165 417 83Q397 41 362 16T301 -15T250 -22Q224 -22 198 -16T137 16T82 83Q39 165 39 320Q39 494 96 585ZM321 597Q291 629 250 629Q208 629 178 597Q153 571 145 525T137 333Q137 175 145 125T181 46Q209 16 250 16Q290 16 318 46Q347 76 354 130T362 333Q362 478 354 524T321 597Z" transform="translate(3500,0)"></path></g><g data-mml-node="TeXAtom" transform="translate(4033,-150) scale(0.707)" data-mjx-texclass="ORD"><g data-mml-node="mi"><path data-c="1D44F" d="M73 647Q73 657 77 670T89 683Q90 683 161 688T234 694Q246 694 246 685T212 542Q204 508 195 472T180 418L176 399Q176 396 182 402Q231 442 283 442Q345 442 383 396T422 280Q422 169 343 79T173 -11Q123 -11 82 27T40 150V159Q40 180 48 217T97 414Q147 611 147 623T109 637Q104 637 101 637H96Q86 637 83 637T76 640T73 647ZM336 325V331Q336 405 275 405Q258 405 240 397T207 376T181 352T163 330L157 322L136 236Q114 150 114 114Q114 66 138 42Q154 26 178 26Q211 26 245 58Q270 81 285 114T318 219Q336 291 336 325Z"></path></g></g></g></g></g></svg></mjx-container></strong></p>
</li>
</ul>
</div>
</div>
<footer><font color="orange">GFT Talks</font>: <font color="black">Inteligência Artificial e o GPT-3</font></footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="32" data-paginate="true" data-footer="&lt;font color=&quot;orange&quot;&gt;GFT Talks&lt;/font&gt;: &lt;font color=&quot;black&quot;&gt;Inteligência Artificial e o GPT-3&lt;/font&gt;" data-theme="descartes" data-marpit-pagination="32" data-marpit-pagination-total="115" style="--paginate:true;--footer:&lt;font color=&quot;orange&quot;&gt;GFT Talks&lt;/font&gt;: &lt;font color=&quot;black&quot;&gt;Inteligência Artificial e o GPT-3&lt;/font&gt;;--theme:descartes;">
<h1 id="computa%C3%A7%C3%A3o-intelig%C3%AAncia-3">Computação <mjx-container class="MathJax" jax="SVG"><svg style="vertical-align: 0.081ex;" xmlns="http://www.w3.org/2000/svg" width="1.76ex" height="0.968ex" role="img" focusable="false" viewBox="0 -464 778 428"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="mo"><path data-c="2261" d="M56 444Q56 457 70 464H707Q722 456 722 444Q722 430 706 424H72Q56 429 56 444ZM56 237T56 250T70 270H707Q722 262 722 250T707 230H70Q56 237 56 250ZM56 56Q56 71 72 76H706Q722 70 722 56Q722 44 707 36H70Q56 43 56 56Z"></path></g></g></g></svg></mjx-container> Inteligência?</h1>
<ul>
<li>
<p>O <strong>ato de calcular</strong> em si <strong>não</strong> é necessariamente um <strong>indicador</strong> de inteligência.</p>
</li>
<li>
<p>O cálculo é uma <strong>habilidade específica</strong>, também relacionada à matemática, que pode ser aprendido e <strong>realizado</strong> através de <strong>métodos</strong> e <strong>algoritmos</strong> pré-estabelecidos.</p>
</li>
<li>
<p>No <strong>homem</strong>, o calcular é sim uma forma de pensar. Na <strong>máquina</strong> é a expressão do automatismo com que foi criada pela inteligência humana.</p>
</li>
</ul>
<footer><font color="orange">GFT Talks</font>: <font color="black">Inteligência Artificial e o GPT-3</font></footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="33" data-paginate="true" data-footer="&lt;font color=&quot;orange&quot;&gt;GFT Talks&lt;/font&gt;: &lt;font color=&quot;black&quot;&gt;Inteligência Artificial e o GPT-3&lt;/font&gt;" data-theme="descartes" data-marpit-pagination="33" data-marpit-pagination-total="115" style="--paginate:true;--footer:&lt;font color=&quot;orange&quot;&gt;GFT Talks&lt;/font&gt;: &lt;font color=&quot;black&quot;&gt;Inteligência Artificial e o GPT-3&lt;/font&gt;;--theme:descartes;">
<h1 id="computa%C3%A7%C3%A3o-intelig%C3%AAncia-4">Computação <mjx-container class="MathJax" jax="SVG"><svg style="vertical-align: -0.545ex;" xmlns="http://www.w3.org/2000/svg" width="1.76ex" height="1.982ex" role="img" focusable="false" viewBox="0 -635 778 876"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="mo"><path data-c="228A" d="M693 72Q693 68 692 66T686 59T680 52H524Q398 52 367 53T309 63Q236 82 180 132T98 250Q84 288 84 343Q84 397 98 437Q126 515 193 568T346 632Q347 632 373 633T440 634T520 635H680Q693 620 693 615Q693 608 680 595H526Q364 595 353 592Q279 582 221 539T138 430Q124 392 124 343Q124 296 138 257Q163 192 221 149T353 95Q364 92 526 92H680Q693 79 693 72ZM102 -132T102 -125T115 -103H382L420 -68Q429 -60 438 -52T452 -39T463 -28T472 -20T478 -14T483 -10T487 -7T490 -6T493 -5T496 -5Q502 -5 508 -12T515 -28Q515 -34 513 -37Q512 -38 507 -42T492 -55T475 -70L440 -101L562 -103H682Q693 -114 693 -122T680 -143H395L355 -179Q289 -241 280 -241Q273 -241 267 -235T260 -221T265 -208T300 -174L335 -143H224L113 -141L106 -137Q102 -132 102 -125Z"></path></g></g></g></svg></mjx-container> Inteligência?</h1>
<ul>
<li>
<p><strong>Cálculo</strong> pode ser visto como uma <strong>forma específica de pensamento</strong> relacionada à <strong>matemática</strong>,</p>
</li>
<li>
<p>É importante lembrar que o <strong>pensamento humano</strong> abrange uma <strong>ampla gama</strong> de <strong>atividades cognitivas</strong>, como: raciocínio lógico, resolução de problemas, tomada de decisões, criatividade, memória e compreensão.</p>
</li>
<li>
<p>O cálculo é <strong>apenas uma faceta</strong> desse processo mais amplo de pensamento humano.</p>
</li>
</ul>
<footer><font color="orange">GFT Talks</font>: <font color="black">Inteligência Artificial e o GPT-3</font></footer>
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<p><em>O que é Inteligência Artificial?</em></p>
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<h1 id="o-que-%C3%A9-intelig%C3%AAncia-artificial">O que é &quot;Inteligência Artificial&quot;?</h1>
<p>A <strong>&quot;Inteligência Artificial&quot;</strong> é um ramo de pesquisas dentro da <strong>computação</strong>, cujo objetivo é criar <strong>serviços</strong>, <strong>plataformas</strong>, <strong>programas</strong> e <strong>robôs</strong> que possam <strong>imitar</strong>, se <strong>igualar</strong> ou <strong>substituir</strong> decisões e ações equivalente à <strong>inteligência humana</strong> (natural).</p>
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<h1 id="intelig%C3%AAncia-artificial">Inteligência <strong>Artificial</strong></h1>
<ol>
<li>
<p>habilidades<br /><strong>UMA por vez</strong></p>
</li>
<li>
<p>melhor em<br /><strong>AUTOMAÇÃO</strong></p>
</li>
<li>
<p>melhor em análise por<br /><strong>VOLUME</strong></p>
</li>
<li>
<p>processamento<br /><strong>VELOCIDADE</strong></p>
</li>
<li>
<p>natureza<br /><strong>RAZÃO</strong></p>
</li>
</ol>
</div>
<div>
<h1 id="intelig%C3%AAncia-humana">Inteligência <strong>Humana</strong></h1>
<ol>
<li>
<p>habilidades<br /><strong>MÚLTIPLAS simultâneas</strong></p>
</li>
<li>
<p>melhor em<br /><strong>AUTONOMIA</strong></p>
</li>
<li>
<p>melhor em análise de<br /><strong>AMBIGUIDADES</strong></p>
</li>
<li>
<p>processamento<br /><strong>PENSAMENTO CRÍTICO</strong></p>
</li>
<li>
<p>natureza<br /><strong>EMOÇÃO</strong></p>
</li>
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<h1 id="intelig%C3%AAncia-artificial-1">&quot;Inteligência&quot; Artificial</h1>
<ul>
<li>
<p>O termo <strong>inteligência</strong> deve ser pensado como um <strong>atributo</strong> da <strong>criatura</strong> (computador) ou do seu <strong>criador</strong>?</p>
</li>
<li>
<p>A <strong>&quot;Inteligência&quot; Artificial</strong> é uma imitação da <strong>Inteligência Humana</strong>.</p>
</li>
<li>
<p>Faz parte dos processos humanos a <strong>projeção</strong> de sua humanidade em <strong>seres</strong> e <strong>coisas</strong>.</p>
</li>
</ul>
<center>
<h2 id="as-m%C3%A1quinas-podem-pensar">As <strong>máquinas</strong> podem <strong>pensar</strong>?</h2>
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<h3 id="j%C3%A1-descrito-como-o-rob%C3%B4-humanoide-mais-avan%C3%A7ado-do-mundo">Já descrito como o &quot;robô humanoide mais avançado do mundo&quot;,</h3>
<h3 id="ameca-%C3%A9-uma-cria%C3%A7%C3%A3o-da-startup-engineered-arts"><strong>Ameca</strong> é uma criação da startup <strong>Engineered Arts</strong>.</h3>
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<p><em>OpenAI GPT-3</em></p>
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<h1 id="openai-gpt-3">OpenAI GPT-3</h1>
<div class="columns">
<div>
<ul>
<li>
<p><strong>Público</strong> em novembro de <strong>2022</strong>;</p>
</li>
<li>
<p>GPT-3 incorpora mais conhecimento do que q<strong>ualquer ser humano</strong> jamais conheceu;</p>
</li>
<li>
<p>Ele pode gerar <strong>músicas</strong>, <strong>poemas</strong> e <strong>ensaios</strong> sobre os mais diversos temas;</p>
</li>
</ul>
</div>
<div>
<ul>
<li>
<p>Aprovado em exames para ingresso em carreiras de <strong>direito</strong> e <strong>medicina</strong> nos EUA.</p>
</li>
<li>
<p>GPT-3 é um tipo de IA <strong>generativo</strong> chamado <strong>modelo de linguagem ampla</strong> (Large Language Model).</p>
</li>
</ul>
</div>
</div>
<center>
<h2 id="gpt-%C3%A9-processamento-de-linguagem-natural"><em><strong><mjx-container class="MathJax" jax="SVG"><svg style="vertical-align: -0.093ex;" xmlns="http://www.w3.org/2000/svg" width="1.76ex" height="1.312ex" role="img" focusable="false" viewBox="0 -539 778 580"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="mo"><path data-c="25C2" d="M694 -26Q686 -40 676 -41H670L382 95Q92 232 90 234Q83 239 83 249Q83 262 96 267Q101 270 379 401T665 537Q671 539 674 539Q686 539 694 524V-26Z"></path></g></g></g></svg></mjx-container></strong></em> GPT é Processamento de Linguagem Natural <em><strong><mjx-container class="MathJax" jax="SVG"><svg style="vertical-align: -0.093ex;" xmlns="http://www.w3.org/2000/svg" width="1.76ex" height="1.312ex" role="img" focusable="false" viewBox="0 -539 778 580"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="mo"><path data-c="25B8" d="M83 523Q83 524 85 527T92 535T103 539Q107 539 389 406T680 268Q694 260 694 249Q694 239 687 234Q685 232 395 95L107 -41H101Q90 -40 83 -26V523Z"></path></g></g></g></svg></mjx-container></strong></em></h2>
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<h1 id="openai-gpt-3-1">OpenAI GPT-3</h1>
<div class="columns">
<div>
<ul>
<li>Capacidades atuais dessa AI iniciam em <strong>2010</strong> com as técnicas de <strong>&quot;Deep Learning&quot;</strong>;</li>
<li>Derivam da disponibilidade de <strong>colossais conjuntos de dados</strong> e disponibilidade de <strong>vasta capacidade computacional</strong> via Unidades de Processamento Gráfico (<strong>GPUs</strong>);</li>
</ul>
</div>
<div>
<ul>
<li>Melhorou a capacidade da IA de <strong>reconhecer imagens</strong>, <strong>processar audio</strong> e <strong>aprender jogos</strong>.</li>
<li>Aberta ao público, o GPT-3 apresentou <strong>melhorias assustadora</strong> em <strong>atividades</strong> antes exclusivas do domínio da <strong>inteligência humana</strong>.</li>
<li>Na verdade, <strong>LLM</strong> é um gigantesco <strong>exercício de estatística</strong>.</li>
</ul>
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<footer>.</footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-paginate="true" data-footer="." data-class="transition2" data-theme="descartes" class="transition2" data-marpit-pagination="49" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--class:transition2;--theme:descartes;" data-marpit-advanced-background="background"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcSRpibo-vqDpH_vawM-79kLuD2sUdocuHlw0PtzX7a3SPC674byNNMAkUuzOTSKh3MOLP4&amp;usqp=CAU&quot;);filter:blur(5px) opacity(.15);"></figure></div></section></foreignObject><foreignObject width="1280" height="720"><section id="49" data-paginate="true" data-footer="." data-class="transition2" data-theme="descartes" class="transition2" data-marpit-pagination="49" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--class:transition2;--theme:descartes;" data-marpit-advanced-background="content">
<p>GPT-3</p>
<p><em>Como funciona?<br />(linhas gerais)</em></p>
<footer>.</footer>
</section>
</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-paginate="true" data-footer="." data-class="transition2" data-theme="descartes" class="transition2" data-marpit-pagination="49" data-marpit-pagination-total="115" style="" data-marpit-advanced-background="pseudo"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="50" data-paginate="true" data-footer="." data-theme="descartes" data-marpit-pagination="50" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--theme:descartes;">
<h1 id="1%C2%BA-passo-tokeniza%C3%A7%C3%A3o">1º passo: <strong>Tokenização</strong></h1>
<div class="columns-center">
<div>
<ul>
<li>Converte <strong>PALAVRAS</strong> em um <strong>conjunto representativo</strong> de <strong>NÚMEROS</strong> identificados e categorizadas como <strong>TOKENS</strong>; <br /><br /></li>
<li><strong>GPT-3</strong> tem um dicionário de <strong>50.257</strong> tokens;</li>
<li>O <strong>GPT-3</strong> processa no máximo <strong>2.048</strong> tokens por vez (pequeno artigo).</li>
<li><strong>GPT-4</strong> é capaz de processar <br /> <em>32.000</em> tokens (uma novela).</li>
</ul>
</div>
<div>
<p>Uma <strong>frase</strong> escrita para que o <strong>ChatGPT</strong> a complete:</p>
<p><strong>Ex.</strong>:</p>
<p><code>The promise of large language models is that they _</code><br /></p>
<p>será transformada em um conjunto de <strong>números</strong>.</p>
</div>
</div>
<footer>.</footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="51" data-paginate="true" data-footer="." data-background-color="white" data-theme="descartes" data-marpit-pagination="51" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--background-color:white;--theme:descartes;background-color:white;background-image:none;">
<h1 id="tokeniza%C3%A7%C3%A3o"><strong>Tokenização</strong></h1>
<center>
<p><img src="img/gpt-work00.png" alt="" style="width:1000px;filter:saturate(2.2);" /></p>
<p><mjx-container class="MathJax" jax="SVG" display="true" style="margin: 0;"><svg style="vertical-align: -0.439ex; display: block; width: 100%; height: auto; max-height: 2.009ex;" xmlns="http://www.w3.org/2000/svg" width="1.382ex" height="2.009ex" role="img" focusable="false" viewBox="0 -694 611 888"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="mo"><path data-c="21D3" d="M401 694Q412 694 422 681V375L423 70L435 81Q487 130 551 162Q564 170 570 170Q572 170 579 163V150Q579 138 577 135T564 126Q541 114 518 99T453 48T374 -46T318 -177Q313 -194 305 -194T293 -178T272 -119T225 -31Q158 70 46 126Q35 132 33 135T31 150V163Q38 170 40 170Q46 170 59 162Q122 131 176 81L188 70V375L189 681Q199 694 208 694Q219 694 228 680V352L229 25L238 12Q279 -42 305 -102Q344 -23 373 13L382 25V678Q387 692 401 694Z"></path></g></g></g></svg></mjx-container></p><p><img src="img/gpt-work01.png" alt="" style="width:1000px;filter:saturate(2.2);" /></p>
</center>
<footer>.</footer>
</section>
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<h1 id="2%C2%BA-passo-contextualiza%C3%A7%C3%A3o">2º passo: <strong>Contextualização</strong></h1>
<ul>
<li>
<p>Os <strong>TOKENS</strong> recebem o equivalente a <strong>DEFINIÇÕES</strong>;</p>
</li>
<li>
<p>São colocando-os em um <strong>&quot;espaço de significado&quot;</strong>;</p>
</li>
<li>
<p>Palavras com <strong>significados semelhantes</strong> estão localizadas em áreas próximas.</p>
</li>
</ul>
<footer>.</footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="53" data-paginate="true" data-footer="." data-background-color="white" data-theme="descartes" data-marpit-pagination="53" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--background-color:white;--theme:descartes;background-color:white;background-image:none;">
<h1 id="contextualiza%C3%A7%C3%A3o">Contextualização</h1>
<p><img src="img/gpt-work01.png" alt="" style="width:1000px;filter:saturate(2.2);" /></p>
<p><img src="img/gpt-work02.png" alt="" style="width:1000px;filter:saturate(5.2);" /></p>
<footer>.</footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="54" data-paginate="true" data-footer="." data-background-color="white" data-theme="descartes" data-marpit-pagination="54" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--background-color:white;--theme:descartes;background-color:white;background-image:none;">
<h1 id="contextualiza%C3%A7%C3%A3o-1">Contextualização</h1>
<p><img src="img/gpt-work01.png" alt="" style="width:1000px;filter:saturate(2.2);" /></p>
<p><img src="img/gpt-work02a.png" alt="" style="width:1000px;filter:saturate(5.2);" /></p>
<footer>.</footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="55" data-paginate="true" data-footer="." data-theme="descartes" data-marpit-pagination="55" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--theme:descartes;">
<h1 id="3%C2%BA-passo-aplica%C3%A7%C3%A3o-da-attention-network">3º passo: Aplicação da <strong>“Attention Network”</strong></h1>
<div class="columns">
<div>
<ul>
<li>A <strong>rede de atenção</strong> codifica lentamente a estrutura da linguagem que vê como números (chamados de &quot;pesos&quot;);<br />
<br /></li>
<li>Um <strong>ser humano</strong> letrado realiza essa associação e compreende <strong>&quot;naturalmente&quot;</strong> a relação entre as palavras;</li>
</ul>
</div>
<div>
<ul>
<li>O <strong>LLM</strong> precisa <strong>aprender</strong> essas associações durante sua <strong>fase de treinamento</strong>;<br />
<br /></li>
<li>São <strong>bilhões</strong> de interações de treinamento para <strong>codificar</strong> a <strong>estrutura da linguagem</strong> (<em>&quot;weights&quot;</em>) - na <strong>rede neuronal</strong>!</li>
</ul>
</div>
</div>
<footer>.</footer>
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</center>
<footer>.</footer>
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<footer>.</footer>
</section>
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</center>
<footer>.</footer>
</section>
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</center>
<footer>.</footer>
</section>
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<p><br />
<br /><br /></p>
<p><mjx-container class="MathJax" jax="SVG" display="true" style="margin: 0;"><svg style="vertical-align: -0.068ex; display: block; width: 100%; height: auto; max-height: 3.009ex;" xmlns="http://www.w3.org/2000/svg" width="0.629ex" height="3.009ex" role="img" focusable="false" viewBox="0 -1300 278 1330"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="TeXAtom" data-mjx-texclass="ORD"><g data-mml-node="mo"><path data-c="22EE" d="M78 30Q78 54 95 72T138 90Q162 90 180 74T199 31Q199 6 182 -12T139 -30T96 -13T78 30ZM78 440Q78 464 95 482T138 500Q162 500 180 484T199 441Q199 416 182 398T139 380T96 397T78 440ZM78 840Q78 864 95 882T138 900Q162 900 180 884T199 841Q199 816 182 798T139 780T96 797T78 840Z"></path></g></g></g></g></svg></mjx-container></p></center>
<footer>.</footer>
</section>
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</center>
<footer>.</footer>
</section>
</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-paginate="true" data-footer="." data-background-color="white" data-theme="descartes" data-marpit-pagination="61" data-marpit-pagination-total="115" style="" data-marpit-advanced-background="pseudo"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-paginate="true" data-footer="." data-theme="descartes" data-marpit-pagination="62" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--theme:descartes;--marpit-advanced-background-split:50%;" data-marpit-advanced-background="background" data-marpit-advanced-background-split="right"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;https://media.licdn.com/dms/image/C4D03AQEaXCSOZs-qpA/profile-displayphoto-shrink_800_800/0/1625873326227?e=2147483647&amp;v=beta&amp;t=n6P--Nq8aDdbtZUK-Nu00dgqNFDgg8UIGgen6kyt98k&quot;);"></figure></div></section></foreignObject><foreignObject width="50%" height="720"><section id="62" data-paginate="true" data-footer="." data-theme="descartes" data-marpit-pagination="62" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--theme:descartes;--marpit-advanced-background-split:50%;" data-marpit-advanced-background="content" data-marpit-advanced-background-split="right">
<ul>
<li>Embora seja possível escrever as <strong>regras</strong> de como eles funcionam, os <strong>resultados</strong> dos <strong>LLMS</strong> <strong>não</strong> são totalmente <strong>previsíveis</strong>;</li>
<li>Os LLMs conseguem sínteses de maneiras que surpreendem até mesmo as pessoas que os criam.</li>
<li><strong>Jason Wei</strong>, pesquisador da Openai, contabilizou <strong>137</strong> das chamadas <strong>habilidades &quot;emergentes&quot;</strong> em uma variedade de LLMs diferentes.</li>
</ul>
<footer>.</footer>
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<p>Redes Neurais</p>
<p><em>Uma Visão Geral</em></p>
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</section>
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<h2 id="modelo-de-um-neur%C3%B4nio-org%C3%A2nica-natural">Modelo de um <strong>neurônio orgânica</strong> (natural)</h2>
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<h2 id="modelo-de-um-neur%C3%B4nio-org%C3%A2nico-natural">Modelo de um <strong>neurônio orgânico</strong> (natural)</h2>
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</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-paginate="true" data-footer="." data-background-color="white" data-theme="descartes" data-marpit-pagination="65" data-marpit-pagination-total="115" style="" data-marpit-advanced-background="pseudo" data-marpit-advanced-background-split="left"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-paginate="true" data-footer="." data-background-color="black" data-theme="descartes" data-marpit-pagination="66" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--background-color:black;--theme:descartes;background-color:black;background-image:none;--marpit-advanced-background-split:60%;" data-marpit-advanced-background="background" data-marpit-advanced-background-split="left"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;https://computacaointeligente.com.br/assets/img/posts/redes-neurais/rede-neural.jpg&quot;);background-size:auto 100%;filter:saturate(3.2);"></figure></div></section></foreignObject><foreignObject width="40%" height="720" x="60%"><section id="66" data-paginate="true" data-footer="." data-background-color="black" data-theme="descartes" data-marpit-pagination="66" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--background-color:black;--theme:descartes;background-color:black;background-image:none;--marpit-advanced-background-split:60%;" data-marpit-advanced-background="content" data-marpit-advanced-background-split="left">
<h2 id="font-colorwhitenos-c%C3%A9rebro-existem-cerca-de-100-bilh%C3%B5es-de-neur%C3%B4nios-interconectados-entre-si-formando-uma-esp%C3%A9cie-de-rede-neuronalfont"><font color="white">Nos <strong>cérebro</strong>, existem cerca de <strong>100 bilhões</strong> de neurônios <strong>interconectados</strong> entre si, formando uma espécie de <strong>rede neuronal</strong>.</font></h2>
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<h2 id="este-%C3%A9-um-modelo-abstrato-de-uma-rede-neuronal-que-pode-ser-implementada-por-meio-de-um-programa-de-computador">Este é um <strong>modelo abstrato</strong> de uma <strong>rede neuronal</strong> que pode ser implementada por meio de um programa de <strong>computador</strong>.</h2>
<footer>.</footer>
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</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-paginate="true" data-footer="." data-background-color="white" data-theme="descartes" data-marpit-pagination="70" data-marpit-pagination-total="115" style="" data-marpit-advanced-background="pseudo" data-marpit-advanced-background-split="left"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-paginate="true" data-footer="." data-background-color="white" data-theme="descartes" data-marpit-pagination="71" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--background-color:white;--theme:descartes;background-color:white;background-image:none;--marpit-advanced-background-split:50%;" data-marpit-advanced-background="background" data-marpit-advanced-background-split="left"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="vertical"><figure style="background-image:url(&quot;https://cienciaenegocios.com/wp-content/uploads/redeneural4neuronios-1.png&quot;);background-size:90% auto;filter:saturate(5.2);"></figure></div></section></foreignObject><foreignObject width="50%" height="720" x="50%"><section id="71" data-paginate="true" data-footer="." data-background-color="white" data-theme="descartes" data-marpit-pagination="71" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--background-color:white;--theme:descartes;background-color:white;background-image:none;--marpit-advanced-background-split:50%;" data-marpit-advanced-background="content" data-marpit-advanced-background-split="left">
<h1 id="llm-e-redes-neurais">LLM<mjx-container class="MathJax" jax="SVG"><svg style="vertical-align: 0;" xmlns="http://www.w3.org/2000/svg" width="0.988ex" height="1.887ex" role="img" focusable="false" viewBox="0 -833.9 436.6 833.9"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math"><g data-mml-node="msup"><g data-mml-node="mi"></g><g data-mml-node="mn" transform="translate(33,363) scale(0.707)"><path data-c="31" d="M213 578L200 573Q186 568 160 563T102 556H83V602H102Q149 604 189 617T245 641T273 663Q275 666 285 666Q294 666 302 660V361L303 61Q310 54 315 52T339 48T401 46H427V0H416Q395 3 257 3Q121 3 100 0H88V46H114Q136 46 152 46T177 47T193 50T201 52T207 57T213 61V578Z"></path></g></g></g></g></svg></mjx-container> e Redes Neurais</h1>
<ul>
<li>
<p>Um exemplo de <strong>Rede Neural</strong> (ou neuronal) como modelo baseado em <strong>neurônios</strong> e no <strong>cérebro</strong> humano.</p>
</li>
<li>
<p>Esta rede prevê <em>chuva</em> (probabilidade) com base <em>temperatura</em> e <em>umidade</em>.</p>
</li>
</ul>
<blockquote>
<ol>
<li><strong>Large Language Models</strong>: modelos de redes neuronais baseados em &quot;deep learning&quot;.</li>
</ol>
</blockquote>
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<h1 id="llm-e-redes-neurais-1">LLM e Redes Neurais</h1>
<p>Esta é a <strong>rede</strong> anterior, mais complexa e mais precisa em predizer a <strong>probabilidade</strong> de <em>chuva</em></p>
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<h2 id="-1"></h2>

<h1 id="-2"></h1>
<div class="columns">
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</div>
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</div>
</div>
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<p>Interações com o Chat-GP</p>
<p><em>Limitações da v.3</em></p>
<footer>.</footer>
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</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-paginate="true" data-footer="." data-class="transition2" data-theme="descartes" class="transition2" data-marpit-pagination="74" data-marpit-pagination-total="115" style="" data-marpit-advanced-background="pseudo"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="75" data-paginate="true" data-footer="." data-theme="descartes" data-marpit-pagination="75" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--theme:descartes;">
<h1 id="1-algumas-limita%C3%A7%C3%B5es">1. Algumas limitações</h1>
<center>
<p><img src="img/gpt00a.png" alt="" style="width:1000px;" /></p>
</center>
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<h1 id="2-falta-de-conhecimento-atualizado">2. <strong>Falta de conhecimento atualizado</strong></h1>
<ul>
<li>
<h2 id="treinamento-conclu%C3%ADdo-em-setembro-de-2021-a-base-de-conhecimento-est%C3%A1-atualizada-at%C3%A9-essa-data">Treinamento concluído em <em>setembro de 2021</em>. A base de conhecimento está atualizada até essa data.</h2>
</li>
<li>
<h2 id="n%C3%A3o-possui-informa%C3%A7%C3%B5es-sobre-eventos-recentes-ou-desenvolvimentos-que-ocorreram-ap%C3%B3s-esse-per%C3%ADodo">Não possui informações sobre <em>eventos recentes</em> ou desenvolvimentos que ocorreram após esse período.</h2>
</li>
</ul>
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<h1 id="3-sensibilidade-ao-contexto">3. <strong>Sensibilidade ao contexto</strong></h1>
<ul>
<li>
<h2 id="embora-consiga-compreender-o-contexto-em-uma-determinada-conversa-ou-texto-%C3%A0s-vezes-pode-perder-o-contexto-espec%C3%ADfico-de-uma-pergunta-anterior-o-que-pode-levar-a-respostas-incorretas-ou-fora-de-contexto">Embora consiga compreender o contexto em uma determinada conversa ou texto, às vezes <em>pode perder o contexto específico</em> de uma pergunta anterior, o que pode levar a respostas incorretas ou fora de contexto.</h2>
</li>
</ul>
<footer>.</footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="78" data-paginate="true" data-footer="." data-theme="descartes" data-marpit-pagination="78" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--theme:descartes;">
<h1 id="4-propens%C3%A3o-%C3%A0-oferecer-respostas-incorretas">4. <strong>Propensão à oferecer respostas incorretas</strong></h1>
<ul>
<li>
<h2 id="n%C3%A3o-possui-capacidade-de-verifica%C3%A7%C3%A3o-ou-valida%C3%A7%C3%A3o-externa-portanto-pode-gerar-respostas-que-parecem-plaus%C3%ADveis-mas-que-podem-n%C3%A3o-ser-necessariamente-precisas-ou-corretas">Não possui capacidade de verificação ou validação externa. Portanto, pode gerar respostas que parecem plausíveis, mas que <em>podem não ser necessariamente precisas ou corretas.</em></h2>
</li>
</ul>
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<h1 id="5-dificuldades-com-perguntas-amplas-ou-vagas">5. <strong>Dificuldades com perguntas amplas ou vagas</strong></h1>
<ul>
<li>
<h2 id="quando-as-perguntas-s%C3%A3o-muito-amplas-vagas-ou-mal-formuladas-o-gpt-3-pode-ter-dificuldade-em-fornecer-uma-resposta-%C3%BAtil-perguntas-mais-espec%C3%ADficas-e-bem-definidas-geralmente-produzem-resultados-melhores">Quando as <em>perguntas são muito amplas, vagas ou mal formuladas</em>, o GPT-3 pode ter dificuldade em fornecer uma resposta útil. Perguntas mais específicas e bem definidas geralmente produzem resultados melhores.</h2>
</li>
</ul>
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</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="80" data-paginate="true" data-footer="." data-theme="descartes" data-marpit-pagination="80" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--theme:descartes;">
<h1 id="6-risco-de-vieses-e-informa%C3%A7%C3%B5es-incorretas">6. <strong>Risco de vieses e informações incorretas</strong></h1>
<ul>
<li>
<h2 id="o-treinamento-do-gpt-3-%C3%A9-baseado-em-grandes-conjuntos-de-dados-da-internet-o-que-pode-incluir-informa%C3%A7%C3%B5es-enviesadas-ou-incorretas">O treinamento do GPT-3 é baseado em grandes conjuntos de dados da internet, o que <em>pode incluir informações enviesadas ou incorretas</em>.</h2>
</li>
<li>
<h2 id="embora-tenham-sido-feitos-esfor%C3%A7os-para-minimizar-esses-problemas-eles-ainda-podem-estar-presentes-nas-respostas-fornecidas">Embora tenham sido feitos esforços para minimizar esses problemas, eles ainda podem estar presentes nas respostas fornecidas.</h2>
</li>
</ul>
<footer>.</footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-paginate="true" data-footer="." data-class="transition2" data-theme="descartes" class="transition2" data-marpit-pagination="81" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--class:transition2;--theme:descartes;" data-marpit-advanced-background="background"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcSRpibo-vqDpH_vawM-79kLuD2sUdocuHlw0PtzX7a3SPC674byNNMAkUuzOTSKh3MOLP4&amp;usqp=CAU&quot;);filter:blur(5px) opacity(.15);"></figure></div></section></foreignObject><foreignObject width="1280" height="720"><section id="81" data-paginate="true" data-footer="." data-class="transition2" data-theme="descartes" class="transition2" data-marpit-pagination="81" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--class:transition2;--theme:descartes;" data-marpit-advanced-background="content">
<p>Interações com o GPT-3</p>
<p><em>Lógica</em></p>
<footer>.</footer>
</section>
</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-paginate="true" data-footer="." data-class="transition2" data-theme="descartes" class="transition2" data-marpit-pagination="81" data-marpit-pagination-total="115" style="" data-marpit-advanced-background="pseudo"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="82" data-paginate="true" data-footer="." data-theme="descartes" data-marpit-pagination="82" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--theme:descartes;">
<h1 id="1-primeira-pergunta-o-que-%C3%A9-modus-ponens">1. Primeira Pergunta (<em>O que é modus ponens?</em>)</h1>
<center>
<p><img src="img/gpt00.png" alt="" style="width:1000px;" /></p>
</center>
<footer>.</footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="83" data-paginate="true" data-footer="." data-theme="descartes" data-marpit-pagination="83" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--theme:descartes;">
<h1 id="2-pergunta-sobre-o-tema-resposta-correta">2. Pergunta sobre o tema (<em>resposta correta</em>)</h1>
<center>
<p><img src="img/gpt01.png" alt="" style="width:1000px;" /></p>
</center>
<footer>.</footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="84" data-paginate="true" data-footer="." data-theme="descartes" data-marpit-pagination="84" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--theme:descartes;">
<h1 id="3-segunda-pergunta-resposta-equivocada">3. Segunda pergunta (<em>resposta equivocada</em>)</h1>
<center>
<p><img src="img/gpt02.png" alt="" style="width:2000px;" /></p>
</center>
<footer>.</footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="85" data-paginate="true" data-footer="." data-theme="descartes" data-marpit-pagination="85" data-marpit-pagination-total="115" style="--paginate:true;--footer:.;--theme:descartes;">
<h1 id="4-provoca%C3%A7%C3%A3o-pista-sobre-o-que-se-quer">4. Provocação (<em>pista sobre o que se quer</em>)</h1>
<center>