{"id":44021,"date":"2026-05-07T17:48:37","date_gmt":"2026-05-07T21:48:37","guid":{"rendered":"https:\/\/www.lightspeedsystems.com\/?p=44021"},"modified":"2026-05-07T17:48:40","modified_gmt":"2026-05-07T21:48:40","slug":"governing-ai-in-schools-end-to-end-visibility-and-active-guardrails-for-student-ai-use","status":"publish","type":"post","link":"https:\/\/www.lightspeedsystems.com\/fi\/blog\/governing-ai-in-schools-end-to-end-visibility-and-active-guardrails-for-student-ai-use\/","title":{"rendered":"Teko\u00e4lyn hallinta kouluissa: kokonaisvaltainen n\u00e4kyvyys ja aktiiviset suojakaiteet oppilaiden teko\u00e4lyn k\u00e4yt\u00f6lle"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"44021\" class=\"elementor elementor-44021\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-536b7a8f e-flex e-con-boxed e-con e-parent\" data-id=\"536b7a8f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ae94f22 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"ae94f22\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3823c1d e-flex e-con-boxed e-con e-parent\" data-id=\"3823c1d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3a93857 elementor-widget elementor-widget-heading\" data-id=\"3a93857\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3 keskeist\u00e4 oppimateriaalia<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-34950ca e-flex e-con-boxed e-con e-parent\" data-id=\"34950ca\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ddf5cf6 elementor-widget elementor-widget-text-editor\" data-id=\"ddf5cf6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li><strong>Teko\u00e4lyst\u00e4 on tullut opiskelijoille tunteiden purkautumiskanava, ei pelkk\u00e4 akateeminen oikotie.<\/strong> 42% oppilaista kertoo k\u00e4ytt\u00e4v\u00e4ns\u00e4 teko\u00e4lychatbotteja emotionaaliseen tukeen, ja 40% korkean riskin verkkotoiminnasta tapahtuu kouluajan j\u00e4lkeen, kun oppilaita valvomatta. Piirit, jotka keskittyv\u00e4t vain vilppiin, eiv\u00e4t saa kokonaiskuvaa turvallisuudesta.<\/li>\n<li><strong>Teko\u00e4lyn est\u00e4minen ei takaa suojaa.<\/strong> Jopa alueilla, jotka est\u00e4v\u00e4t useimpien teko\u00e4lyn tuotannon, Lightspeed Systemsin data osoittaa toimintaa yli 130 teko\u00e4lyyn liittyv\u00e4ll\u00e4 alueella, mik\u00e4 aiheuttaa korkean riskin turvallisuush\u00e4lytyksi\u00e4. N\u00e4kyvyys siihen, mit\u00e4 todella tapahtuu, ei vain siihen, mik\u00e4 on sallittua, on todellisen hallinnon perusedellytys.<\/li>\n<li><strong>Tehokas teko\u00e4lyn hallinta edellytt\u00e4\u00e4 kolmen asian yhteisty\u00f6t\u00e4:<\/strong> n\u00e4kyvyys, hallinta ja suojaus. Lightspeed Filter\u2122, Lightspeed Insight\u2122, Lightspeed Alert\u2122 ja Lightspeed Classroom\u2122 kattavat kaikki kolme tasoa yhdell\u00e4 alustalla aina nopeasta tiedonkeruusta ja sovellusten k\u00e4ytt\u00f6raportoinnista reaaliaikaiseen turvallisuuseskalointiin ja luokkahuoneen valvontaan.<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb16cce elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"fb16cce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f6985f8 e-flex e-con-boxed e-con e-parent\" data-id=\"f6985f8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-faadd5e elementor-widget elementor-widget-text-editor\" data-id=\"faadd5e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Kukaan ei l\u00e4hett\u00e4nyt kutsua. Teko\u00e4ly ilmestyi joka tapauksessa, esseiss\u00e4, taideprojekteissa, l\u00e4ksyjen teoissa ja keskusteluissa, joilla ei ole mit\u00e4\u00e4n tekemist\u00e4 koulun kanssa. Opiskelijat kysyv\u00e4t chatbotteilta esimerkiksi: &quot;Miten voin lakata tuntemasta toivottomuutta?&quot; &quot;Mit\u00e4 minun pit\u00e4isi tehd\u00e4, jos yst\u00e4v\u00e4ni haluaa kuolla?&quot; &quot;Miten voin vastustaa kiusaajaa?&quot; N\u00e4m\u00e4 eiv\u00e4t ole akateemisia kysymyksi\u00e4. Ne ovat sellaisia, joita sanoisit terapeutille. Tai yh\u00e4 useammin koneelle, joka ei koskaan nuku, ei koskaan tuomitse ja on aina tavoitettavissa.<\/p>\n<p>Tuo muutos on t\u00e4rke\u00e4. Paljon. Ja jos piirikunnassasi teko\u00e4ly\u00e4 edelleen kohdellaan huijausongelmana, n\u00e4et vain murto-osan kokonaisuudesta.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b37aa9 elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"5b37aa9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/fe284NuCoKg?si=38bFkDlpM2tNvDrO&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-01e5b87 e-flex e-con-boxed e-con e-parent\" data-id=\"01e5b87\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-367bf31 elementor-widget elementor-widget-spacer\" data-id=\"367bf31\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-00634c5 elementor-widget elementor-widget-heading\" data-id=\"00634c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Data ulottuu syvemm\u00e4lle kuin akateemiseen ep\u00e4rehellisyyteen <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3df4576 e-flex e-con-boxed e-con e-parent\" data-id=\"3df4576\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9b028a0 elementor-widget elementor-widget-text-editor\" data-id=\"9b028a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Kyll\u00e4, akateeminen integriteetti on todellinen huolenaihe. Mutta tutkimuksen todellista n\u00e4ytt\u00f6\u00e4 on vaikeampi sivuuttaa. <a href=\"https:\/\/cdt.org\/wp-content\/uploads\/2025\/10\/FINAL-CDT-2025-Hand-in-Hand-Polling-100225-accessible.pdf\">Demokratian ja teknologian keskuksen Hand-in-Hand-raportin mukaan,<\/a> Puolet teko\u00e4ly\u00e4 k\u00e4ytt\u00e4vist\u00e4 oppilaista sanoo, ett\u00e4 se heikent\u00e4\u00e4 heid\u00e4n yhteytt\u00e4\u00e4n opettajiinsa. Yli puolet on kohdannut radikaalia tai \u00e4\u00e4rimm\u00e4ist\u00e4 sis\u00e4lt\u00f6\u00e4. Yli kolmannes tiet\u00e4\u00e4 deepfakeista, joissa on mukana joku heid\u00e4n koulussaan.<\/p>\n<p>42% oppilaista kertoo k\u00e4ytt\u00e4neens\u00e4 teko\u00e4lychatbotteja emotionaaliseen tukeen. Se ei muuta vain oppilaiden oppimistapaa. Se muuttaa my\u00f6s sit\u00e4, miten he k\u00e4sittelev\u00e4t identiteetti\u00e4 ja yhteytt\u00e4. Ja kun suojakaiteet pett\u00e4v\u00e4t, seuraukset osuvat kouluihin.<\/p>\n<p>Luokkahuoneen ulkopuoliset tiedot vahvistavat t\u00e4t\u00e4. Puolet itsemurhaa yritt\u00e4vist\u00e4 teini-ik\u00e4isist\u00e4 tekee sen my\u00f6h\u00e4\u00e4n illalla, kun ket\u00e4\u00e4n ei ole paikalla. Yli 40%:t\u00e4 riskialttiista verkkotoiminnasta tapahtuu kouluajan j\u00e4lkeen. Oppilaat k\u00e4\u00e4ntyv\u00e4t teknologian puoleen, eiv\u00e4t opettajien, opinto-ohjaajien tai vanhempien, pyyt\u00e4\u00e4kseen apua. Ilman n\u00e4kyvyytt\u00e4 piirikunnat eiv\u00e4t voi n\u00e4hd\u00e4 mit\u00e4\u00e4n t\u00e4st\u00e4 tulevan.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-687ac2e e-flex e-con-boxed e-con e-parent\" data-id=\"687ac2e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ed25364 elementor-widget elementor-widget-heading\" data-id=\"ed25364\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Est\u00e4minen ei ole sama asia kuin suojaaminen <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f77970a e-flex e-con-boxed e-con e-parent\" data-id=\"f77970a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-57c826b elementor-widget elementor-widget-text-editor\" data-id=\"57c826b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>T\u00e4ll\u00e4 viikolla noin 1 851 770 koulusta est\u00e4\u00e4 edelleen teko\u00e4lyn k\u00e4yt\u00f6n useimmille oppilailleen. Se tuntuu turvalliselta kannalta. Se ei kuitenkaan sulje ovea.<\/p>\n<p>Lightspeed Systemsi\u00e4 k\u00e4ytt\u00e4vill\u00e4 alueilla n\u00e4emme toimintaa yli 130 eri teko\u00e4lyyn liittyv\u00e4ll\u00e4 toimialueella, jotka ovat tuottaneet korkean ja v\u00e4litt\u00f6m\u00e4n riskin turvallisuush\u00e4lytyksi\u00e4, jopa alueilla, jotka luulevat est\u00e4neens\u00e4 teko\u00e4lyn kokonaan. Monet n\u00e4ist\u00e4 signaaleista tulevat ty\u00f6kaluista, kuten Character AI, joka on suunniteltu erityisesti vuorovaikutustilanteisiin. Opiskelijat l\u00f6yt\u00e4v\u00e4t keinon p\u00e4\u00e4st\u00e4 sis\u00e4\u00e4n. Est\u00e4misest\u00e4 tulee laastari, kun todellisuudessa tarvitaan n\u00e4kyvyytt\u00e4, kontekstia ja hallintaa.<\/p>\n<p>Kuten teko\u00e4lyjohtajamme Donal McMahon asian ilmaisee: kun kouluilla ei ole n\u00e4kyvyytt\u00e4, ne eiv\u00e4t pysty hallitsemaan riskej\u00e4. Ne voivat vain reagoida niihin. T\u00e4m\u00e4 on muutos, joka meid\u00e4n on teht\u00e4v\u00e4. Reaktiosta valmiuteen.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-51efafd e-flex e-con-boxed e-con e-parent\" data-id=\"51efafd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e76c90f elementor-widget elementor-widget-heading\" data-id=\"e76c90f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Todellisen teko\u00e4lyn hallinnon kolme pilaria <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-51ce8e4 e-flex e-con-boxed e-con e-parent\" data-id=\"51ce8e4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8615bf4 elementor-widget elementor-widget-text-editor\" data-id=\"8615bf4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Jokainen koulupiiri tarvitsee teko\u00e4lyn hallinnan osalta kolme asiaa: n\u00e4kyvyytt\u00e4, hallintaa ja suojausta. Mik\u00e4\u00e4n muu K-12-alusta ei kata kaikkia kolmea yht\u00e4 kattavasti kuin Lightspeed.<\/p>\n<ul>\n<li><strong>N\u00e4kyvyys:<\/strong> Katso, mit\u00e4 teko\u00e4lysovelluksia k\u00e4ytet\u00e4\u00e4n, ketk\u00e4 opiskelijat niit\u00e4 k\u00e4ytt\u00e4v\u00e4t, mill\u00e4 kampuksilla, ja lue kehotteet.<\/li>\n<li><strong>Ohjaus:<\/strong> Est\u00e4 tai salli tiettyj\u00e4 ty\u00f6kaluja ja luokkia k\u00e4yt\u00e4nt\u00f6jesi edellytt\u00e4m\u00e4ll\u00e4 tarkkuudella.<\/li>\n<li><strong>Suojaus:<\/strong> Saat reaaliaikaisia turvallisuush\u00e4lytyksi\u00e4, kun oppilaat sanovat jotain huolestuttavaa, olipa se sitten ChatGPT:ss\u00e4, Gemini-palvelussa tai muussa teko\u00e4lyl\u00e4hteess\u00e4.<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c8bc373 e-flex e-con-boxed e-con e-parent\" data-id=\"c8bc373\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8c29cef elementor-widget elementor-widget-heading\" data-id=\"8c29cef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Milt\u00e4 se n\u00e4ytt\u00e4\u00e4 k\u00e4yt\u00e4nn\u00f6ss\u00e4 <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cb397a7 e-flex e-con-boxed e-con e-parent\" data-id=\"cb397a7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b7139be elementor-widget elementor-widget-text-editor\" data-id=\"b7139be\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"https:\/\/www.lightspeedsystems.com\/fi\/products\/lightspeed-digital-insight\/\">Lightspeed Insight\u2122<\/a> antaa sinulle t\u00e4ydellisen kartan teko\u00e4lytoiminnasta alueellasi. Ei vain ilmeisi\u00e4 ty\u00f6kaluja: se nostaa esiin yli 140 potentiaalista teko\u00e4lysovellusta, n\u00e4ytt\u00e4\u00e4 k\u00e4yt\u00f6n kampuksen ja luokka-asteen mukaan ja merkitsee sovellusten tietosuojak\u00e4yt\u00e4nt\u00f6jen muutokset automaattisesti. Sen sijaan, ett\u00e4 vertaisit k\u00e4yt\u00e4nt\u00f6asiakirjoja manuaalisesti, saat selke\u00e4n signaalin, kun jokin muuttuu: teksti\u00e4 on lis\u00e4tty, teksti\u00e4 on poistettu, ehtoja on muutettu. Tied\u00e4t heti, onko toimittajaan edelleen mahdollista luottaa.<\/p>\n<p>Pikakuvaustoiminto vie sen viel\u00e4 pidemm\u00e4lle. Sis\u00e4\u00e4nrakennettu <a href=\"https:\/\/www.lightspeedsystems.com\/fi\/products\/lightspeed-filter\/\">Lightspeed Filter\u2122<\/a>, se antaa sinun n\u00e4hd\u00e4, mit\u00e4 keskusteluja opiskelijat k\u00e4yv\u00e4t ChatGPT:n, Geminin ja Copilotin kanssa. Ei vain sit\u00e4, mit\u00e4 ty\u00f6kaluja he k\u00e4ytt\u00e4v\u00e4t, vaan my\u00f6s sit\u00e4, mit\u00e4 he kysyv\u00e4t ja miten keskustelu etenee. T\u00e4ll\u00e4 kontekstilla on merkityst\u00e4. Yksitt\u00e4inen kysymys voi n\u00e4ytt\u00e4\u00e4 vaarattomalta, kunnes n\u00e4et, mit\u00e4 seuraavaksi tapahtuu.<\/p>\n<p>Turvallisuuden kannalta, <a href=\"https:\/\/www.lightspeedsystems.com\/fi\/products\/lightspeed-alert\/\">Lightspeed Alert\u2122<\/a> tarkkailee teko\u00e4lykeskusteluissa esiintyv\u00e4\u00e4 riskialtista kielt\u00e4 ja viestii asiasta nopeasti oikeille ihmisille. Jos opiskelijalla on telling Gemini -ajatuksia itsens\u00e4 vahingoittamisesta, signaali v\u00e4littyy ohjaajille, sivuston yll\u00e4pit\u00e4jille ja kaikille kyseisen opiskelijan tunteville, ja koko konteksti on jo liitetty. Ei tiedon kaivamista. Ei viivytyst\u00e4. Tavoitteena on, ett\u00e4 opiskelija saa tukea ennen kuin on liian my\u00f6h\u00e4ist\u00e4.<\/p>\n<p>Opettajille, <a href=\"https:\/\/www.lightspeedsystems.com\/fi\/products\/lightspeed-classroom-management\/\">Lightspeed Classroom\u2122<\/a> lis\u00e4\u00e4 yksinkertaisen visuaalisen ilmaisimen (pieni violetti hohde), joka n\u00e4kyy oppilaan n\u00e4yt\u00f6n ruudulla aina, kun h\u00e4n k\u00e4ytt\u00e4\u00e4 teko\u00e4lysivustoa tunnin aikana. Opettajien ei tarvitse etsi\u00e4 mit\u00e4\u00e4n. He voivat vilkaista sit\u00e4, havaita sen ja vastata heti tai tarkastella historiaa tunnin j\u00e4lkeen. Se toimii my\u00f6s testauksessa: jos oppilas palauttaa paperin ja Classroom n\u00e4ytt\u00e4\u00e4 h\u00e4nen olevan ChatGPT:ss\u00e4, se on keskustelu, joka kannattaa k\u00e4yd\u00e4.<\/p>\n<p>Ja piirikunnan tason hallintaa varten Filterin teko\u00e4lykategorioiden hallinta antaa sinun vaihtaa generatiivisen teko\u00e4lyn, etsiv\u00e4teko\u00e4lyn ja yleisten teko\u00e4lyryhmien v\u00e4lill\u00e4 erikseen ja tehd\u00e4 poikkeuksia tietyille ty\u00f6kaluille. Est\u00e4 kaikki paitsi Gemini tietylle luokka-asteelle. Avaa hyv\u00e4ksytyt ty\u00f6kalut henkil\u00f6kunnalle samalla, kun s\u00e4ilyt\u00e4t tiukemmat rajoitukset oppilaille. Joustavuus on k\u00e4ytett\u00e4viss\u00e4 k\u00e4yt\u00e4nt\u00f6jesi t\u00e4ytt\u00e4miseksi luomatta uusia aukkoja.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ca8404c e-flex e-con-boxed e-con e-parent\" data-id=\"ca8404c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-153c133 elementor-widget elementor-widget-heading\" data-id=\"153c133\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Reaktiosta valmiuteen <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-860bf2c e-flex e-con-boxed e-con e-parent\" data-id=\"860bf2c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dc33e7f elementor-widget elementor-widget-text-editor\" data-id=\"dc33e7f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Teko\u00e4ly ei ole katoamassa minnek\u00e4\u00e4n. Se ei ole t\u00e4ss\u00e4 vaiheessa kiistanalainen n\u00e4kemys. Viel\u00e4 on keskustelunaiheena se, miten koulut reagoivat: ennen kuin jokin menee pieleen vai sen j\u00e4lkeen.<\/p>\n<p>Ne piirikunnat, jotka tekev\u00e4t t\u00e4ss\u00e4 hyvin, eiv\u00e4t ole niit\u00e4, jotka estiv\u00e4t kaiken. Ne ovat niit\u00e4, jotka rakensivat n\u00e4kyvyyden kehyksen, asettivat oikeat h\u00e4lytykset k\u00e4ytt\u00f6\u00f6n, antoivat opettajille keinon n\u00e4hd\u00e4, mit\u00e4 luokassa tapahtuu, ja loivat prosessin toimimiseksi signaalien perusteella niiden ilmaantuessa. T\u00e4h\u00e4n SMART AI -kehys on suunniteltu: turvallinen, hallittu, asianmukainen, raportoitu ja l\u00e4pin\u00e4kyv\u00e4.<\/p>\n<p>Jos haluat n\u00e4hd\u00e4, miten se toimii omalla alueellasi, k\u00e4y verkkosivuillamme. <a href=\"https:\/\/www.lightspeedsystems.com\/fi\/challenges\/drive-smart-ai-adoption-in-k-12-schools-and-districts\/\" target=\"_blank\" rel=\"noopener\">\u00c4lyk\u00e4s teko\u00e4ly -sivu<\/a>\u00a0oppiaksesi lis\u00e4\u00e4 \u00e4lykk\u00e4\u00e4st\u00e4 teko\u00e4lyst\u00e4 ja suorittaaksesi teko\u00e4lyn valmiusarvioinnin.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e71bbd3 elementor-widget elementor-widget-heading\" data-id=\"e71bbd3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">UKK<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-883157f elementor-widget__width-initial custom-accordion elementor-widget elementor-widget-n-accordion\" data-id=\"883157f\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Harmonikka. Avaa linkit Enter- tai Space-n\u00e4pp\u00e4imell\u00e4, sulje Escape-n\u00e4pp\u00e4imell\u00e4 ja navigoi nuolin\u00e4pp\u00e4imill\u00e4\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1420\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-1420\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Tukevatko Lightspeedin valvontaominaisuudet muita teko\u00e4lyty\u00f6kaluja, kuten Claudea?  <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1420\" class=\"elementor-element elementor-element-d140dd7 e-con-full e-flex e-con e-child\" data-id=\"d140dd7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1e24c79 elementor-widget elementor-widget-text-editor\" data-id=\"1e24c79\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Se riippuu ominaisuudesta. Lightspeed Classroom\u2122 n\u00e4ytt\u00e4\u00e4 jo Clauden ja muiden teko\u00e4lyty\u00f6kalujen toiminnan, kun oppilaat k\u00e4ytt\u00e4v\u00e4t niit\u00e4 selaimessa. Lightspeed Alert\u2122 pystyy havaitsemaan ja siirt\u00e4m\u00e4\u00e4n eteenp\u00e4in turvallisuush\u00e4lytyksi\u00e4, jotka johtuvat Clauden verkkokeskusteluissa k\u00e4ytetyst\u00e4 huolestuttavasta kielenk\u00e4yt\u00f6st\u00e4. Yksi edelleen laajentuva alue on teko\u00e4lykehotteiden tallennus Lightspeed Filteriss\u00e4\u2122, upouusi ominaisuus, joka t\u00e4ll\u00e4 hetkell\u00e4 tallentaa kokonaisia keskusteluja ChatGPT:ss\u00e4, Gemini- ja Copilot-alustoilla. Claude ja muut ty\u00f6kalut, kuten Magic Schoolin teko\u00e4ly, ovat kehitysvaiheessa, ja lis\u00e4ykset tehd\u00e4\u00e4n usein piirikunnan pyynt\u00f6jen pohjalta. Jos piirikunnallasi on jokin tietty ty\u00f6kalu, kannattaa siit\u00e4 keskustella Lightspeed-asiakkuusp\u00e4\u00e4llikk\u00f6si kanssa.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1421\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1421\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Voitko n\u00e4hd\u00e4 teko\u00e4lyn k\u00e4yt\u00f6n eriteltyn\u00e4 koulun tai luokka-asteen mukaan?  <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1421\" class=\"elementor-element elementor-element-c182d6e e-con-full e-flex e-con e-child\" data-id=\"c182d6e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-acb865f elementor-widget elementor-widget-text-editor\" data-id=\"acb865f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Kyll\u00e4. Lightspeed Insight\u2122 tarjoaa k\u00e4ytt\u00f6tietoja kampuksen ja luokka-asteen mukaan kullekin k\u00e4yt\u00f6ss\u00e4 olevalle teko\u00e4lysovellukselle. Voit siis n\u00e4hd\u00e4, ett\u00e4 ChatGPT:n k\u00e4ytt\u00f6 keskittyy lukiotasolle tai ett\u00e4 tietyll\u00e4 kampuksella on piikkej\u00e4 generatiivisen teko\u00e4lyn toiminnassa, ja k\u00e4ytt\u00e4\u00e4 n\u00e4it\u00e4 tietoja hallituksen j\u00e4senten, vanhempien tai henkil\u00f6kunnan kanssa k\u00e4yt\u00e4vien poliittisten keskustelujen muokkaamiseen.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1422\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1422\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Jos oppilas k\u00e4ytt\u00e4\u00e4 teko\u00e4lysivustoa ja poistuu sitten nopeasti ennen kuin opettaja huomaa, onko toiminta edelleen n\u00e4kyviss\u00e4?  <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1422\" class=\"elementor-element elementor-element-96bfee3 e-con-full e-flex e-con e-child\" data-id=\"96bfee3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7cf83ab elementor-widget elementor-widget-text-editor\" data-id=\"7cf83ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Kyll\u00e4. Lightspeed Classroom\u2122 tallentaa selaushistorian jokaiselta oppitunnilta, ja violetti teko\u00e4lyindikaattori pysyy kiinnitettyn\u00e4 kaikkiin sivustoihin, jotka on merkitty keinotekoisiksi oppilaan oppitunnin j\u00e4lkeen, vaikka oppilas olisi siirtynyt seuraavalle tunnille. Opettajat voivat tarkastella koko toimintalokia tunnin j\u00e4lkeen n\u00e4hd\u00e4kseen tarkalleen, mit\u00e4 sivustoja on k\u00e4ytetty ja milloin, ilman ett\u00e4 heid\u00e4n tarvitsee n\u00e4hd\u00e4 sit\u00e4 reaaliajassa.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Ne piirikunnat, jotka tekev\u00e4t t\u00e4ss\u00e4 hyvin, eiv\u00e4t ole niit\u00e4, jotka estiv\u00e4t kaiken. Ne ovat niit\u00e4, jotka rakensivat n\u00e4kyvyyden kehyksen, asettivat oikeat h\u00e4lytykset k\u00e4ytt\u00f6\u00f6n, antoivat opettajille keinon n\u00e4hd\u00e4, mit\u00e4 luokassa tapahtuu, ja loivat prosessin toimimiseksi signaalien perusteella niiden ilmaantuessa.<\/p>","protected":false},"author":19,"featured_media":44023,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[25],"class_list":["post-44021","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-ai"],"acf":{"authors":[19829]},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.9 (Yoast SEO v27.9) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Governing AI in Schools | Webinar Recap | Lightspeed Systems<\/title>\n<meta name=\"description\" content=\"There are three things every district needs 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