{"id":9069,"date":"2026-02-14T13:06:57","date_gmt":"2026-02-14T11:06:57","guid":{"rendered":"https:\/\/kvkoolitus.ee\/?post_type=ajde_events&#038;p=9069"},"modified":"2026-02-20T13:51:21","modified_gmt":"2026-02-20T11:51:21","slug":"tehisaru-abc","status":"publish","type":"ajde_events","link":"https:\/\/kvkoolitus.ee\/ru\/koolituskalender\/tehisaru-abc\/","title":{"rendered":"TEHISARU ABC"},"content":{"rendered":"\n<p><strong>PRAKTILINE INFO<\/strong><\/p>\n\n\n\n<p><strong>Kestus:<\/strong> 2 t.<\/p>\n\n\n\n<p><strong>Formaat:<\/strong> Kohapeal v\u00f5i veebis<\/p>\n\n\n\n<p><strong>Osalejate arv:<\/strong> Kuni 15 inimest<\/p>\n\n\n\n<p><strong>Mida on vaja kaasa v\u00f5tta:<\/strong> S\u00fclearvuti + ligip\u00e4\u00e4s oma eelistatud juturobotile (ChatGPT, Claude, Gemini vms). Sobib ka tasuta versioon.<\/p>\n\n\n\n<p><strong>Keeled:<\/strong> eesti, inglise, vene<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>SISSEJUHATUS<\/strong><\/h2>\n\n\n\n<p>K\u00f5ik r\u00e4\u00e4givad tehisarust. Aga kas sa tegelikult tead, mis see on?<\/p>\n\n\n\n<p>ChatGPT, Claude, Gemini, Copilot \u2013 juturoboteid on palju ja iga\u00fcks lubab midagi erilist. Aga kuidas nad tegelikult t\u00f6\u00f6tavad? Miks nad vahel eksivad? Ja miks nad annavad samale k\u00fcsimusele erinevaid vastuseid?<\/p>\n\n\n\n<p>See koolitus annab sulle selge arusaama tehisaru p\u00f5him\u00f5tetest \u2013 ilma tehnikakeeleta, lihtsate n\u00e4idete ja praktiliste harjutuste abil. Nii saad AI-d kasutada teadlikult ja v\u00e4ltida levinumaid vigu.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>KELLELE SEE KOOLITUS ON?<\/strong><\/h2>\n\n\n\n<p>See koolitus sobib k\u00f5igile, kes:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Tahavad m\u00f5ista, mis tehisaru tegelikult on<\/li>\n\n\n\n<li>Ei ole varem tehisaruga kokku puutunud v\u00f5i on kasutanud v\u00e4he<\/li>\n\n\n\n<li>Soovivad teada, mis vahe on erinevatel juturobotitel<\/li>\n\n\n\n<li>Tahavad aru saada, miks AI vahel eksib<\/li>\n\n\n\n<li>Otsivad selget ja arusaadavat sissejuhatust teemasse<\/li>\n<\/ul>\n\n\n\n<p><strong>NB:<\/strong> See on algtaseme koolitus. Ei eelda varasemat kogemust tehisaruga.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>MIDA SA SELLELT KOOLITUSELT SAAD?<\/strong><\/h2>\n\n\n\n<p><strong>Selguse, mitte segadust.<\/strong><\/p>\n\n\n\n<p>P\u00e4rast koolitust:<\/p>\n\n\n\n<p>\u2713 Tead, mis on tehisaru ja kuidas see s\u00fcndis<\/p>\n\n\n\n<p>\u2713 Tunned erinevaid juturoboteid ja nende erinevusi<\/p>\n\n\n\n<p>\u2713 M\u00f5istad, kuidas AI&nbsp; mudeleid treenitakse<\/p>\n\n\n\n<p>\u2713 Tead, kust AI oma info saab ja miks see oluline on<\/p>\n\n\n\n<p>\u2713 M\u00f5istad, miks AI vahel eksib ja mis on hallutsinatsioon<\/p>\n\n\n\n<p>\u2713 Tead, mis on AI kallutatus ja kuidas see v\u00e4ljundit m\u00f5jutab<\/p>\n\n\n\n<p>\u2713 Oled praktiliselt katsetanud erinevaid juturoboteid<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>MIKS ALUSTADA ABC-ST?<\/strong><\/h2>\n\n\n\n<p>Tehisaru kasutamiseks ei pea olema IT-spetsialist. Aga baasteadmised aitavad:<\/p>\n\n\n\n<p><strong>Teha paremaid valikuid<\/strong><\/p>\n\n\n\n<p>Kui tead, kuidas AI t\u00f6\u00f6tab, oskad valida \u00f5ige t\u00f6\u00f6riista \u00f5igeks \u00fclesandeks. Mitte k\u00f5ik juturobotid pole v\u00f5rdsed \u2013 m\u00f5ni on parem matemaatikas, teine eesti keeles.<\/p>\n\n\n\n<p><strong>V\u00e4ltida vigu<\/strong><\/p>\n\n\n\n<p>AI v\u00f5ib anda v\u00e4ga veenvaid, aga t\u00e4iesti valesid vastuseid. Kui m\u00f5istad, miks see juhtub, oskad tulemusi kriitiliselt hinnata ega lase end eksitada.<\/p>\n\n\n\n<p><strong>Kasutada AI-d teadlikult<\/strong><\/p>\n\n\n\n<p>M\u00f5istes AI piiranguid ja v\u00f5imalusi, saad sellest t\u00f5eliselt kasu. Tead, millal AI-d usaldada ja millal mitte.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>KOOLITUSE PROGRAMM<\/strong><\/h2>\n\n\n\n<p><strong>I OSA: Mis on tehisaru?<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI ajalugu l\u00fchidalt: Turingi testist ChatGPT-ni<\/li>\n\n\n\n<li>AI m\u00f5isted: tehisintellekt, masin\u00f5pe, s\u00fcva\u00f5pe, loomulik keelet\u00f6\u00f6tlus<\/li>\n\n\n\n<li>Kus AI-d igap\u00e4evaselt kohtame?<\/li>\n<\/ul>\n\n\n\n<p><strong>II OSA: Erinevad juturobotid<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kes on kes? ChatGPT, Gemini, Claude, Copilot, Perplexity jt<\/li>\n\n\n\n<li>Mis vahe on? Ettev\u00f5tted ja nende mudelid<\/li>\n\n\n\n<li>Kuidas nad erinevad matemaatikas, eesti keeles ja muus?<\/li>\n<\/ul>\n\n\n\n<p><strong>III OSA: Kuidas AI t\u00f6\u00f6tab?<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI mudeli treenimise kolm etappi<\/li>\n\n\n\n<li>Kust AI oma info saab?&nbsp;<\/li>\n\n\n\n<li>AI ennustab: j\u00e4rgmise s\u00f5na t\u00f5en\u00e4osus<\/li>\n\n\n\n<li>Mis on hallutsinatsioon?<\/li>\n<\/ul>\n\n\n\n<p><strong>IV OSA: AI ohud ja piirangud<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI kallutatus: miks AI ei ole neutraalne<\/li>\n\n\n\n<li>Visuaalsed n\u00e4ited kallutatusest<\/li>\n\n\n\n<li>Mida peaks kasutamisel silmas pidama?<\/li>\n<\/ul>\n\n\n\n<p><strong>V OSA: Praktiline t\u00f6\u00f6 juturobotitega<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Erinevate juturobotite v\u00f5rdlemine<\/li>\n\n\n\n<li>Katsetame erinevaid t\u00f6\u00f6riistu<\/li>\n\n\n\n<li>Tulemuste arutelu<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>KOOLITAJA<\/strong><\/h2>\n\n\n\n<p><strong>Mari Suviste<\/strong><\/p>\n\n\n\n<p>Aitan organisatsioonidel tehisaru m\u00f5istlikult kasutusele v\u00f5tta. Olen Euroopa Komisjoni AI hariduses t\u00f6\u00f6grupi liige ja HARNO tehisaru koolitaja. Aitan nii ettev\u00f5tetel kui haridusasutustel tehisaru igap\u00e4evat\u00f6\u00f6s m\u00f5istlikult rakendada.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u00d5PIV\u00c4LJUNDID<\/strong><\/h2>\n\n\n\n<p>Koolituse l\u00e4binu:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Teab, mis on tehisaru<\/strong> \u2013 m\u00f5istab AI ajalugu ja p\u00f5him\u00f5isteid ning eristab erinevaid AI mudelite t\u00fc\u00fcpe<\/li>\n\n\n\n<li><strong>Tunneb erinevaid juturoboteid<\/strong> \u2013 teab, mis vahe on ChatGPT-l, Claude&#8217;il, Geminil, Copilotil jt ning oskab valida \u00fclesandele sobiva t\u00f6\u00f6riista<\/li>\n\n\n\n<li><strong>M\u00f5istab, kuidas AI t\u00f6\u00f6tab<\/strong> \u2013 teab, kuidas mudeleid treenitakse, kust AI oma info saab ja miks see m\u00f5jutab v\u00e4ljundi kvaliteeti<\/li>\n\n\n\n<li><strong>Teab AI piiranguid ja ohtusid<\/strong> \u2013 m\u00f5istab hallutsinatsioone, kallutatust ja muid riske ning oskab nendega arvestada<\/li>\n<\/ol>\n\n\n\n<p><strong>Oskab juturobotit kasutada<\/strong> \u2013 on praktiliselt katsetanud erinevaid juturoboteid ja m\u00f5istab nende erinevusi<\/p>\n\n\n<form method=\"post\" enctype=\"multipart\/form-data\" id=\"vfbp-form-1\" class=\"vfbp-form\"><div style=\"display:none;\"><label for=\"vfbp-EMAIL-AN8fuQyoDLXem\">\u0415\u0441\u043b\u0438 \u0412\u044b \u0447\u0435\u043b\u043e\u0432\u0435\u043a, \u043e\u0441\u0442\u0430\u0432\u044c\u0442\u0435 \u044d\u0442\u043e \u043f\u043e\u043b\u0435 \u043f\u0443\u0441\u0442\u044b\u043c<\/label><input size=\"25\" autocomplete=\"off\" type=\"text\" name=\"vfbp-EMAIL-AN8fuQyoDLXem\" value=\"\" id=\"\"><\/div><input type=\"hidden\" name=\"_vfb-timestamp-1\" value=\"1776074303\" id=\"\"><input type=\"hidden\" name=\"_vfb-form-id\" value=\"1\" id=\"\"><div class=\"vfb-col-12 vfb-fieldType-hidden\" id=\"vfbField5\"><input id=\"vfb-field-5\" class=\"vfb-form-control\" placeholder=\"\" type=\"hidden\" name=\"vfb-field-5\" value=\"TEHISARU ABC\"><\/div><div class=\"vfb-clearfix\"><\/div><div class=\"vfb-col-12 vfb-fieldType-hidden\" id=\"vfbField60\"><input id=\"vfb-field-60\" class=\"vfb-form-control\" placeholder=\"\" type=\"hidden\" name=\"vfb-field-60\" value=\"9069\"><\/div><div class=\"vfb-clearfix\"><\/div><div class=\"vfb-well vfb-col-12\" id=\"vfbField4\"><div class=\"vfb-form-group vfb-col-12\"><div><h3 class=\"\">Saada koolituse p\u00e4ring v\u00f5i <a href=\"\/koolitused\">vaata koolituskalendrit<\/a><\/h3><\/div><\/div><div class=\"vfb-col-12 vfb-fieldType-heading\" id=\"vfbField4\"><\/div><div class=\"vfb-clearfix\"><\/div><div class=\"vfb-col-4 vfb-fieldType-text\" id=\"vfbField1\"><div class=\"vfb-form-group\"><label for=\"vfb-field-1\" class=\"vfb-control-label\">Nimi <span class=\"vfb-required-asterisk\">*<\/span><\/label><div><input id=\"vfb-field-1\" class=\"vfb-form-control\" placeholder=\"\" required=\"required\" type=\"text\" name=\"vfb-field-1\" value=\"\"><\/div><\/div><\/div><div class=\"vfb-col-4 vfb-fieldType-email\" id=\"vfbField3\"><div class=\"vfb-form-group\"><label for=\"vfb-field-3\" class=\"vfb-control-label\">E-posti aadress <span class=\"vfb-required-asterisk\">*<\/span><\/label><div><input id=\"vfb-field-3\" class=\"vfb-form-control\" placeholder=\"\" required=\"required\" type=\"email\" name=\"vfb-field-3\" value=\"\"><\/div><\/div><\/div><div class=\"vfb-col-4 vfb-fieldType-text\" id=\"vfbField6\"><div class=\"vfb-form-group\"><label for=\"vfb-field-6\" class=\"vfb-control-label\">Telefon <span class=\"vfb-required-asterisk\">*<\/span><\/label><div><input id=\"vfb-field-6\" class=\"vfb-form-control\" placeholder=\"\" required=\"required\" type=\"text\" name=\"vfb-field-6\" value=\"\"><\/div><\/div><\/div><div class=\"vfb-clearfix\"><\/div><div class=\"vfb-col-12 vfb-fieldType-select\" id=\"vfbField81\"><label for=\"vfb-field-81\" class=\"vfb-control-label\">Soovin koolitust l\u00e4bida:<\/label><div><div class=\"vfb-form-group\"><select id=\"vfb-field-81\" class=\"vfb-form-control\" placeholder=\"\" name=\"vfb-field-81\"><option value=\"Eesti keeles\">Eesti keeles<\/option><option value=\"Vene keeles\">Vene keeles<\/option><\/select><\/div><\/div><\/div><div class=\"vfb-clearfix\"><\/div><div class=\"vfb-col-12 vfb-fieldType-select\" id=\"vfbField196\"><label for=\"vfb-field-196\" class=\"vfb-control-label\">Koolituse tellib:<\/label><div><div class=\"vfb-form-group\"><select id=\"vfb-field-196\" class=\"vfb-form-control\" placeholder=\"\" name=\"vfb-field-196\"><option value=\"Eraisik\">Eraisik<\/option><option value=\"Ettev&otilde;te\">Ettev\u00f5te<\/option><\/select><\/div><\/div><\/div><div class=\"vfb-clearfix\"><\/div><div class=\"vfb-col-4 vfb-fieldType-select\" id=\"vfbField11\"><label for=\"vfb-field-11\" class=\"vfb-control-label\">Kes arve tasub?<\/label><div><div class=\"vfb-form-group\"><select id=\"vfb-field-11\" class=\"vfb-form-control\" placeholder=\"\" name=\"vfb-field-11\"><option value=\"Ettev&otilde;te\">Ettev\u00f5te<\/option><option value=\"Eraisik\">Eraisik<\/option><option value=\"T&ouml;&ouml;tukassa\">T\u00f6\u00f6tukassa<\/option><\/select><\/div><\/div><\/div><div class=\"vfb-col-7 vfb-fieldType-text\" id=\"vfbField8\"><div class=\"vfb-form-group\"><label for=\"vfb-field-8\" class=\"vfb-control-label\">Ettev\u00f5tte nimi, kellele arve esitatakse <span class=\"vfb-required-asterisk\">*<\/span><\/label><div><input id=\"vfb-field-8\" class=\"vfb-form-control\" placeholder=\"\" required=\"required\" type=\"text\" name=\"vfb-field-8\" value=\"\"><\/div><\/div><\/div><div class=\"vfb-col-7 vfb-fieldType-text\" id=\"vfbField61\"><div class=\"vfb-form-group\"><label for=\"vfb-field-61\" class=\"vfb-control-label\">Eraisiku nimi, kellele arve esitatakse <span class=\"vfb-required-asterisk\">*<\/span><\/label><div><input id=\"vfb-field-61\" class=\"vfb-form-control\" placeholder=\"\" required=\"required\" type=\"text\" name=\"vfb-field-61\" value=\"\"><\/div><\/div><\/div><div class=\"vfb-clearfix\"><\/div><div class=\"vfb-col-12 vfb-fieldType-textarea\" id=\"vfbField12\"><div class=\"vfb-form-group\"><label for=\"vfb-field-12\" class=\"vfb-control-label\">Lisainfo<\/label><div><textarea id=\"vfb-field-12\" class=\"vfb-form-control\" placeholder=\"\" rows=\"5\" name=\"vfb-field-12\" cols=\"50\"><\/textarea><\/div><\/div><\/div><div class=\"vfb-clearfix\"><\/div><div class=\"vfb-col-6 vfb-fieldType-checkbox\" id=\"vfbField13\"><label for=\"vfb-field-13\" class=\"vfb-control-label\"><\/label><div><div class=\"vfb-checkbox\"><label><input id=\"vfb-field-13-0\" class=\"\" placeholder=\"\" data-vfb-multiple=\"vfb-field-13\" type=\"checkbox\" name=\"vfb-field-13[0]\" value=\"1\"> Soovin saada infot minu ala kursuste kohta<\/label><\/div><\/div><\/div><div class=\"vfb-col-6 vfb-fieldType-checkbox\" id=\"vfbField14\"><label for=\"vfb-field-14\" class=\"vfb-control-label\"><\/label><div><div class=\"vfb-checkbox\"><label><input id=\"vfb-field-14-0\" class=\"\" placeholder=\"\" data-vfb-multiple=\"vfb-field-14\" type=\"checkbox\" name=\"vfb-field-14[0]\" value=\"1\">Soovin saada infot eripakkumiste ja soodustuste kohta<\/label><\/div><\/div><\/div><div class=\"vfb-clearfix\"><\/div><div class=\"vfb-col-12 vfb-fieldType-checkbox\" id=\"vfbField15\"><label for=\"vfb-field-15\" class=\"vfb-control-label\"> <span class=\"vfb-required-asterisk\">*<\/span><\/label><div><div class=\"vfb-checkbox\"><label><input id=\"vfb-field-15-0\" class=\"\" placeholder=\"\" data-vfb-multiple=\"vfb-field-15\" required=\"required\" type=\"checkbox\" name=\"vfb-field-15[0]\" value=\"1\">Kinnitan, et olen tutvunud \u00d5ppet\u00f6\u00f6 korraldusega ja v\u00f5tan enesele k\u00f5ik sellest tulenevad kohustused<\/label><\/div><\/div><\/div><div class=\"vfb-clearfix\"><\/div><div class=\"vfb-col-12 vfb-fieldType-submit\" id=\"vfbField16\"><button id=\"vfb-field-16\" class=\" btn btn-primary\" placeholder=\"\" type=\"submit\" name=\"_vfb-submit\">Registreerimine<\/button><\/div><div class=\"vfb-clearfix\"><\/div><\/div> <!-- .vfb-well --><\/form>\n","protected":false},"author":10,"featured_media":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","meta":[],"tags":[48],"event_type":[466],"event_type_2":[],"class_list":["post-9069","ajde_events","type-ajde_events","status-publish","hentry","tag-eesti-keeles","event_location-veebikeskkond","event_organizer-mari-suviste","event_type-tehisaru"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/kvkoolitus.ee\/ru\/wp-json\/wp\/v2\/ajde_events\/9069","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kvkoolitus.ee\/ru\/wp-json\/wp\/v2\/ajde_events"}],"about":[{"href":"https:\/\/kvkoolitus.ee\/ru\/wp-json\/wp\/v2\/types\/ajde_events"}],"author":[{"embeddable":true,"href":"https:\/\/kvkoolitus.ee\/ru\/wp-json\/wp\/v2\/users\/10"}],"replies":[{"embeddable":true,"href":"https:\/\/kvkoolitus.ee\/ru\/wp-json\/wp\/v2\/comments?post=9069"}],"wp:attachment":[{"href":"https:\/\/kvkoolitus.ee\/ru\/wp-json\/wp\/v2\/media?parent=9069"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kvkoolitus.ee\/ru\/wp-json\/wp\/v2\/tags?post=9069"},{"taxonomy":"event_type","embeddable":true,"href":"https:\/\/kvkoolitus.ee\/ru\/wp-json\/wp\/v2\/event_type?post=9069"},{"taxonomy":"event_type_2","embeddable":true,"href":"https:\/\/kvkoolitus.ee\/ru\/wp-json\/wp\/v2\/event_type_2?post=9069"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}