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13.9831 10.5596 13.5042 10.5596C12.2636 10.5596 12.1176 10.349 12.0783 9.37285H14.4503C14.9976 9.37285 15.2418 9.15664 15.2418 8.67213C15.2418 7.64237 15.0266 6.27171 13.165 6.27171C11.5931 6.27171 10.8919 7.12946 10.8919 9.05247C10.8919 10.9297 11.5452 11.6281 13.3016 11.6281C14.0318 11.6281 14.6097 11.5152 14.8366 11.4111C14.9811 11.3495 15.1138 11.2572 15.1138 11V10.8122C15.113 10.5699 14.9748 10.4239 14.7432 10.4239Z" fill="currentColor"></path><path d="M12.0846 8.41359C12.1301 7.57715 12.4701 7.20312 13.1831 7.20312H13.1838C13.8614 7.20312 14.1661 7.56532 14.1975 8.41202L12.0846 8.41359Z" fill="currentColor"></path><path d="M31.4197 13.2932H25.348L23.7136 18.0002H20.0957L26.4898 0.198242H30.7749L37.0436 18.0002H33.1032L31.4197 13.2932ZM28.4689 3.60924L26.1405 10.5302H30.6719L28.4689 3.60924Z" fill="currentColor"></path><path d="M49.178 18L45.1885 11.925H42.4616V18H38.9421V0.621C38.9421 0.621 41.1944 0 45.2332 0C49.8676 0 52.6393 1.62 52.6393 5.2515C52.6393 8.9595 50.3601 10.5525 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yle__article__heading--1">Espoolaisopettaja on huolissaan lasten tekoälyn käytöstä – vaarana mielipiteisiin vaikuttaminen tai epäterve suhde</h1><p class="sc-dwGkES sc-hSyjfr fmZXof bRXxCP yle__article__paragraph">Kouluilla ei ole kansallisia ohjeita tekoälyn käyttöön, mutta niitä kaivataan. Opetushallitus valmistelee opetus- ja kulttuuriministeriön kanssa parhaillaan tekoälyohjeistuksia.</p><figure class="sc-kJZLhT cBXraX yle__article__figure"><script type="application/ld+json">{"@id":"74-20111177","@context":"https://web.archive.org/web/20241006173740/https://schema.org","image":{"@type":"ImageObject","description":"Opettajan työn ohjella Robert Bahr kouluttaa opettajia tekoälyn käyttöön.","copyrightHolder":"Ronnie Holmberg / Yle","url":"https://web.archive.org/web/20241006173740/https://images.cdn.yle.fi/image/upload/ar_1.5001335826876836,c_fill,g_faces,h_511,w_767/dpr_2.0/q_auto:eco/f_auto/fl_lossy/39-135054266eacf035d3c2","keywords":"tekoäly,koulut,Koulutus ja kasvatus,koulutus,koululaiset,peruskoulu"}}</script><div class="sc-bKXUjo ghoVoL"><div class="sc-edsqmr chSZpd"><div class="sc-geoRQH cqQSHG"><picture><source data-testid="source-for-S" media="(max-width: 767px)" srcset="https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/ar_1.5001335826876836,c_fill,g_faces,h_511,w_767/dpr_2.0/q_auto:eco/f_auto/fl_lossy/v1726665210/39-135054266eacf035d3c2 2x, https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/ar_1.5001335826876836,c_fill,g_faces,h_511,w_767/dpr_1.0/q_auto:eco/f_auto/fl_lossy/v1726665210/39-135054266eacf035d3c2 1x"/><source data-testid="source-for-M" media="(min-width: 768px)" srcset="https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/ar_1.5001335826876836,c_fill,g_faces,h_423,w_636/dpr_2.0/q_auto:eco/f_auto/fl_lossy/v1726665210/39-135054266eacf035d3c2 2x, https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/ar_1.5001335826876836,c_fill,g_faces,h_423,w_636/dpr_1.0/q_auto:eco/f_auto/fl_lossy/v1726665210/39-135054266eacf035d3c2 1x"/><img alt="Opettaja Robert Bahr pitämässä englanninkielen oppituntia Espoonlahden koulussa." src="https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/c_crop,h_3157,w_5614,x_1,y_115/ar_1.7777777777777777,c_fill,g_faces,h_431,w_767/dpr_1.0/q_auto:eco/f_auto/fl_lossy/v1726665210/39-135054266eacf035d3c2" class="sc-kEsJEW bUUeLL"/></picture></div><div class="sc-fXwCOG kLfXOk"><button aria-disabled="false" class="sc-ivxoEo sc-kLhKbu eByFLI hhnzet"><span class="sc-dpBQxM kZHGnn yds-button__content">Avaa kuvien katselu</span></button></div></div></div><figcaption class="sc-gohMHu infMfp"><span>Opettajan työn ohjella Robert Bahr kouluttaa opettajia tekoälyn käyttöön.</span><span> Kuva: Ronnie Holmberg / Yle</span></figcaption></figure><div class="sc-bOdUTf iueKsP"><div class="sc-ePpfBx lizmxn"><div class="sc-txhaY kOAHoB"><span class="sc-iPHsxv ckWsUl">Emma Hinkula</span></div></div></div><div class="sc-feCMOb iQwgKi"><div class="sc-gYGZqq gdZOjj yle__article__date"><time class="sc-jGSdlx fxCtdH yle__article__date--published" datetime="2024-10-06T15:33:21+03:00">15:33</time><span aria-hidden="true" class="sc-lAGoQ esVfvc">•</span><time class="sc-jGSdlx fxCtdH yle__article__date--modified" datetime="2024-10-06T16:06:26+03:00">Päivitetty 16:06</time></div></div><div class="sc-jXpgWc joSncZ"><div class="sc-ddLvXF CaRJe"></div><div class="sc-bhcutL hIPcxY"></div></div></header><section class="yle__article__content"><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Koulut ovat nyt erikoisessa tilanteessa tekoälyn suhteen. Koulu olisi looginen paikka opettaa lapsia siihen, miten generatiivista tekoälyä käytetään, mutta yhteiset ohjeet sen tekemiseen puuttuvat.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Ongelmia aiheuttaa myös konkreettinen este: ohjelmistojen ikärajat, sanoo opettaja ja Espoon kaupungin oppimisteknologian pedagogiikan kehittäjä <strong class="sc-dRlUCX gZPRaT yle__article__strong">Robert Bahr.</strong></p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Bahr huomauttaa, että useimpien generatiivisten tekoälyjen käyttö on kielletty ohjelmistojen käyttöehdoissa kokonaan alle 13-vuotiailta, ja sitä vanhemmat alaikäiset tarvitsevat tekoälysovelluksiin huoltajan suostumuksen.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Generatiivinen tekoäly pystyy tuottamaan sisältöä, kuten tekstiä, kuvia, videota ja ääntä.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Lasten olisi Bahrin mukaan tärkeää oppia käyttämään tekoälyä. Moni lapsi käyttää sovelluksia, esimerkiksi Chat GPT:tä, kotioloissa. Tämä on Bahrin mielestä riski, koska harjaantumattomissa käsissä tekoäly voi olla jopa vaarallinen.</p><figure class="sc-kJZLhT ersrhc yle__article__figure"><script type="application/ld+json">{"@id":"74-20111177","@context":"https://web.archive.org/web/20241006173740/https://schema.org","video":{"@type":"VideoObject","description":"”Se, että oppilaat eivät voi käyttää tekoälyä, ei estä opettajia jo tutustumasta”, Espoonlahden koulun opettaja Robert Bahr sanoo. Videolla hän kertoo, miksi opettajien olisi viimeistään nyt tärkeää opetella käyttämään tekoälyä. Kuvaus: Ronnie Holmberg / Yle, editointi: Senni Nieminen / Yle.","name":"Tekoälyä tulisi ymmärtää, jotta sitä uskallettaisiin opetuksessa käyttää","thumbnailUrl":"https://web.archive.org/web/20241006173740/https://images.cdn.yle.fi/image/upload/c_fill,g_faces,w_1200/q_auto:eco/f_auto/fl_lossy/39-135054466eacf087afdf","uploadDate":"2024-10-02T11:01:04+03:00"}}</script><div class="sc-bKXUjo juBWPl"><div><div data-testid="video-player" class="sc-eEVuZf caHjvh"></div></div></div><figcaption class="sc-gohMHu infMfp"><span>”Se, että oppilaat eivät voi käyttää tekoälyä, ei estä opettajia jo tutustumasta”, Espoonlahden koulun opettaja Robert Bahr sanoo. Videolla hän kertoo, miksi opettajien olisi viimeistään nyt tärkeää opetella käyttämään tekoälyä. Kuvaus: Ronnie Holmberg / Yle, editointi: Senni Nieminen / Yle.</span></figcaption></figure><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Tekoälyn vaarallisuus liittyy Bahrin mukaan sen argumentaatiokykyyn; tekoäly pystyy vaikuttamaan tehokkaasti ihmisten mielipiteisiin.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Tämä on käynyt ilmi esimerkiksi <a class="sc-byRyzU bHmPz yle__article__link" href="https://web.archive.org/web/20241006173740/https://arxiv.org/pdf/2403.14380" role="link">Sveitsiläisen Lausannen yliopiston tutkimuksesta</a>, jossa puolet testiryhmän henkilöistä laitettiin sokkona väittelemään ihmisten ja puolet tekoälyn kanssa.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Tekoäly sai väittelykaverin muuttamaan mielipidettään ylivoimaisesti useammin kuin toinen ihminen – erityisesti silloin, jos tekoälyllä oli käytössään henkilökohtaisia tietoja vastapuolesta.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Tekoäly on myös onnistunut puhumaan ympäri <a class="sc-byRyzU bHmPz yle__article__link" href="https://web.archive.org/web/20241006173740/https://www.hs.fi/tiede/art-2000010689994.html" role="link">salaliittoihin uskovia ihmisiä</a>, kertoo Helsingin Sanomat.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Bahria huolettaa se, että jos tekoäly pystyy vaikuttamaan näin tehokkaasti aikuisiin, miten hyvin se onnistuu lasten kohdalla, jotka vasta muodostavat käsitystään ympäröivästä maailmasta.</p><h2 class="sc-fUEImY epOJmm yle__article__heading yle__article__heading--2">Koulut kaipaavat ohjeita tekoälyn käyttöön</h2><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Kouluilla ei ole yhtenäistä linjaa siinä, miten tekoälyä voidaan käyttää opetuksessa, kertoo opettajien ammattijärjestön OAJ:n koulutuspolitiikan päällikkö <strong class="sc-dRlUCX gZPRaT yle__article__strong">Jaakko Salo</strong>.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Kaikki opettajat eivät välttämättä edes tiedä, että suurin osa tekoälysovelluksista on kielletty alle 18-vuotiailta.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">– Joissain kunnissa on annettu ohjeita tekoälyn käytöstä, toisissa ei. Osassa kunnista se on varmuuden vuoksi kielletty kokonaan, Salo kertoo.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Salon mukaan kunnissa mietitään tällä hetkellä kuumeisesti, minkälaiset säännöt kouluissa tulisi olla tekoälysovellusten käyttöön.</p><figure class="sc-kJZLhT ersrhc yle__article__figure"><script type="application/ld+json">{"@id":"74-20111177","@context":"https://web.archive.org/web/20241006173740/https://schema.org","video":{"@type":"VideoObject","description":"Robert Bahr kertoo videolla, miksi koulu olisi hyvä paikka opettaa tekoälyn käyttöä lapsille. Kuvaus: Ronnie Holmberg / Yle, editointi: Senni Nieminen / Yle.","name":"Tekoälyn käyttöä olisi hyvä opetella koulussa ","thumbnailUrl":"https://web.archive.org/web/20241006173740/https://images.cdn.yle.fi/image/upload/c_fill,g_faces,w_1200/q_auto:eco/f_auto/fl_lossy/39-135054566eacf09be9fb","uploadDate":"2024-10-02T10:33:17+03:00"}}</script><div class="sc-bKXUjo juBWPl"><div><div data-testid="video-player" class="sc-eEVuZf caHjvh"></div></div></div><figcaption class="sc-gohMHu infMfp"><span>Robert Bahr kertoo videolla, miksi koulu olisi hyvä paikka opettaa tekoälyn käyttöä lapsille. Kuvaus: Ronnie Holmberg / Yle, editointi: Senni Nieminen / Yle.</span></figcaption></figure><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Opetus- ja kulttuuriministeriö ja Opetushallitus valmistelevat parhaillaan tekoälyn käytön suosituksia opetuksen ja koulutuksen järjestäjille. Työ valmistuu viimeistään ensi vuoden alussa.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Ohjeistukset koskevat varhaiskasvatusta, perusopetusta, lukiokoulutusta, ammatillista koulutusta ja vapaata sivistystyötä.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">– Kansallisten suositusten tarkoituksena on huolehtia, että tekoälyn käyttö koulutuksessa olisi turvallista, vastuullista ja yhdenvertaisuutta edistävää, opetusneuvos <strong class="sc-dRlUCX gZPRaT yle__article__strong">Minna Taivassalo</strong> Opetushallituksesta kertoo.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Hän sanoo, että aloite tekoälyn käyttöön liittyvistä ohjeista tuli opetuksen ja koulutuksen järjestäjiltä itseltään.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">– Koulutuksen ja opetuksen järjestäjillä tulee olla ohjeet siitä, miten tekoälyä käytetään, jotta opettajat eivät jää asian kanssa yksin. Ja jottei kävisi niin, että on käytössä sovelluksia, joiden mahdollisia riskejä ei ymmärretä.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Opettajien koulutusta tekoälyn käyttöön on Salon mukaan tarjolla jo nyt, mutta isoin ongelma on ajanpuute. Opettajilla ei ole usein mahdollisuutta kouluttautumiseen työajalla.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Salo kertoo, että opettajien osaamisen kehittäminen on Suomessa huonommalla tolalla kuin monessa muussa maassa.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">– Eikä se näillä näkymin ole paranemassa, koska rahoitus opettajien osaamisen kehittämiseen on pienenemässä.</p><h2 class="sc-fUEImY epOJmm yle__article__heading yle__article__heading--2">Tekoäly on vaarallinen ystävä</h2><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Robert Bahr ei halua, että lapset tutustuvat tekoälyn maailmaan yksin.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Hänen mielestään tekoälyn toimintaperiaatteiden ja turvallisen käytön opettaminen lapsille olisi ensisijaisen tärkeää.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Lapset eivät Bahrin mukaan esimerkiksi välttämättä ymmärrä, että tekoälylle ei saa antaa minkäänlaisia henkilötietoja.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">– Kaikki tieto, jota tekoälylle syötetään, jää sinne, ja sitä käytetään järjestelmän opettamiseen. Me emme tiedä, mihin tiedot lopulta päätyvät tai mihin niitä käytetään.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Toinen iso riski liittyy siihen, että tekoäly tuntuu ihmismäiseltä. Lapset eivät välttämättä ymmärrä, että se on kuitenkin vain kone.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Riski on erityisesti sen tyyppisten tekoälysovellusten kanssa, joissa käyttäjä keskustelee eräänlaisen avatarin kanssa, jonka persoonallisuutta voi muokata oman mielensä mukaiseksi. Käyttäjä voi valita keskustelevansa vaikka julkisuuden henkilön kanssa.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Tällaisia ovat esimerkiksi erilaiset <a class="sc-byRyzU bHmPz yle__article__link" href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20064695" role="link">Character AI -sovellukset</a>.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">– Näiden sovellusten kohdalla on riski, että tekoälyyn syntyy epäterve suhde. Maailmalla on ollut tapauksia, joissa lapsi on esimerkiksi ihastunut tällaiseen tekoälyhahmoon.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">Tekoäly lapsen ystävänä tai ihastuksen kohteena on Bahrista pelottava ajatus.</p><p class="sc-dwGkES sc-kUiVwB fmZXof jeOJHA yle__article__paragraph">– Tekoäly-ystävä ei ymmärrä, mitä se tekee. Se saattaa vaikka kehottaa masentunutta lasta itsetuhoisiin tekoihin. Tai mitä jos lapsi ei ole enää vain koukuttunut puhelimeensa vaan rakastunut siihen ja sen sisältämään tekoälyyn.</p></section><footer class="yle__article__footer"><h2 class="sc-cCirkR dupvHU">Aiheesta enemmän: Paketissa 3 linkkiä</h2><h2 class="sc-klYcpz hWgJbu yle__article__heading yle__article__heading--3" aria-hidden="true">Aiheesta enemmän</h2><div class="yle__article__links" role="list" aria-label="Aiheesta enemmän"><div role="listitem" class="sc-fKAjen bBzdbb"><div class="sc-cOfyym ipxzyA"><div class="sc-heWFoB irKmDb"><div class="sc-btiQdf eZtqcB"><div class="sc-dxYlaw eITWZf"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-35057/fi" aria-label="Lisää artikkeleita aiheesta Media" class="sc-fIfZzT kEtXGR">Media</a></div><h3 class="sc-dabxBu GYVCH"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20062296" class="sc-bRfDCh iiSyRB">Tekoäly päättää jo nyt paljon asioita puolestasi, siksi siitä on hyvä ymmärtää nämä asiat</a></h3><time class="sc-vZGLb sRMQM">18.1.</time></div></div><div class="sc-eiBUIA kuZKfN"><div class="sc-cOoMUl iISNdD"><div class="sc-geoRQH cqQSHG"><picture><source data-testid="source-for-S" media="(max-width: 767px)" srcset="https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/c_crop,h_1080,w_1080,x_163,y_0/ar_1.0,c_fill,g_faces,h_104,w_104/dpr_2.0/q_auto:eco/f_auto/fl_lossy/v1705058352/39-12185936582e8f48a380 2x, https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/c_crop,h_1080,w_1080,x_163,y_0/ar_1.0,c_fill,g_faces,h_104,w_104/dpr_1.0/q_auto:eco/f_auto/fl_lossy/v1705058352/39-12185936582e8f48a380 1x"/><source data-testid="source-for-M" media="(min-width: 768px)" srcset="https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/c_crop,h_1080,w_1919,x_0,y_0/ar_1.7777777777777777,c_fill,g_faces,h_110,w_196/dpr_2.0/q_auto:eco/f_auto/fl_lossy/v1705058352/39-12185936582e8f48a380 2x, https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/c_crop,h_1080,w_1919,x_0,y_0/ar_1.7777777777777777,c_fill,g_faces,h_110,w_196/dpr_1.0/q_auto:eco/f_auto/fl_lossy/v1705058352/39-12185936582e8f48a380 1x"/><img alt="Toimittaja Pyry Vaismaa katsoo kameraan, ja kuvassa on teksti älyä tekoälyä." src="https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/c_crop,h_1080,w_1919,x_0,y_0/ar_1.7777777777777777,c_fill,g_faces,h_110,w_196/dpr_1.0/q_auto:eco/f_auto/fl_lossy/v1705058352/39-12185936582e8f48a380" class="sc-kEsJEW bUUeLL"/></picture></div></div></div></div></div><div aria-hidden="true" class="sc-dspCDH tsFOC"><hr class="sc-fmtPfW haedHV"/></div><div role="listitem" class="sc-fKAjen bBzdbb"><div class="sc-cOfyym ipxzyA"><div class="sc-heWFoB irKmDb"><div class="sc-btiQdf eZtqcB"><div class="sc-dxYlaw eITWZf"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-217329/fi" aria-label="Lisää artikkeleita aiheesta Turvallisuus" class="sc-fIfZzT kEtXGR">Turvallisuus</a></div><h3 class="sc-dabxBu GYVCH"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20111409" class="sc-bRfDCh iiSyRB">Tunnekuohu saa ihmisen uskomaan vaikka mitä – näin toimii infosota</a></h3><time class="sc-vZGLb sRMQM">13.9.</time></div></div><div class="sc-eiBUIA kuZKfN"><div class="sc-cOoMUl iISNdD"><div class="sc-geoRQH cqQSHG"><picture><source data-testid="source-for-S" media="(max-width: 767px)" srcset="https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/ar_1.0,c_fill,g_faces,h_104,w_104/dpr_2.0/q_auto:eco/f_auto/fl_lossy/v1726232117/39-134822966e4342c91d72 2x, https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/ar_1.0,c_fill,g_faces,h_104,w_104/dpr_1.0/q_auto:eco/f_auto/fl_lossy/v1726232117/39-134822966e4342c91d72 1x"/><source data-testid="source-for-M" media="(min-width: 768px)" srcset="https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/c_crop,h_3375,w_6000,x_0,y_70/ar_1.7777777777777777,c_fill,g_faces,h_110,w_196/dpr_2.0/q_auto:eco/f_auto/fl_lossy/v1726232117/39-134822966e4342c91d72 2x, https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/c_crop,h_3375,w_6000,x_0,y_70/ar_1.7777777777777777,c_fill,g_faces,h_110,w_196/dpr_1.0/q_auto:eco/f_auto/fl_lossy/v1726232117/39-134822966e4342c91d72 1x"/><img alt="Traficomin kyberturvalisuuskeskuksen viestintäpäällikkö Jussi Toivanen puhumassa Kouvolan turvallisuuskonferenssissa." src="https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/c_crop,h_3375,w_6000,x_0,y_70/ar_1.7777777777777777,c_fill,g_faces,h_110,w_196/dpr_1.0/q_auto:eco/f_auto/fl_lossy/v1726232117/39-134822966e4342c91d72" class="sc-kEsJEW bUUeLL"/></picture></div></div></div></div></div><div aria-hidden="true" class="sc-dspCDH tsFOC"><hr class="sc-fmtPfW haedHV"/></div><div role="listitem" class="sc-fKAjen bBzdbb"><div class="sc-cOfyym ipxzyA"><div class="sc-heWFoB irKmDb"><div class="sc-btiQdf eZtqcB"><div class="sc-dxYlaw eITWZf"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-206765/fi" aria-label="Lisää artikkeleita aiheesta Teknologia" class="sc-fIfZzT kEtXGR">Teknologia</a></div><h3 class="sc-dabxBu GYVCH"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20108290" class="sc-bRfDCh iiSyRB">Kysyitkö tekoälyltä Yhdysvaltain vaaleista? Vastaus saattoi johtaa harhaan</a></h3><time class="sc-vZGLb sRMQM">5.9.</time></div></div><div class="sc-eiBUIA kuZKfN"><div class="sc-cOoMUl iISNdD"><div class="sc-geoRQH cqQSHG"><picture><source data-testid="source-for-S" media="(max-width: 767px)" srcset="https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/ar_1.0,c_fill,g_faces,h_104,w_104/dpr_2.0/q_auto:eco/f_auto/fl_lossy/v1725015126/39-134137366d1a4331d401 2x, https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/ar_1.0,c_fill,g_faces,h_104,w_104/dpr_1.0/q_auto:eco/f_auto/fl_lossy/v1725015126/39-134137366d1a4331d401 1x"/><source data-testid="source-for-M" media="(min-width: 768px)" srcset="https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/c_crop,h_3936,w_6999,x_0,y_140/ar_1.7777777777777777,c_fill,g_faces,h_110,w_196/dpr_2.0/q_auto:eco/f_auto/fl_lossy/v1725015126/39-134137366d1a4331d401 2x, https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/c_crop,h_3936,w_6999,x_0,y_140/ar_1.7777777777777777,c_fill,g_faces,h_110,w_196/dpr_1.0/q_auto:eco/f_auto/fl_lossy/v1725015126/39-134137366d1a4331d401 1x"/><img alt="ChatGPT sovellus." src="https://web.archive.org/web/20241006173740im_/https://images.cdn.yle.fi/image/upload/c_crop,h_3936,w_6999,x_0,y_140/ar_1.7777777777777777,c_fill,g_faces,h_110,w_196/dpr_1.0/q_auto:eco/f_auto/fl_lossy/v1725015126/39-134137366d1a4331d401" class="sc-kEsJEW bUUeLL"/></picture></div></div></div></div></div></div><div><div class="sc-erSfwj efriDv"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-22117/fi" aria-label="Lisää artikkeleita aiheesta Lapset" class="sc-fIfZzT bfxBjg">Lapset</a><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-215158/fi" aria-label="Lisää artikkeleita aiheesta Tekoäly" class="sc-fIfZzT bfxBjg">Tekoäly</a><a 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class="GridSystem__GridCell-sc-613a840-0 gehGBR"><div class="GroupHeader__Header-sc-2ede94f1-0 iGBNbE"><div aria-hidden="true" class="GroupHeader__BrandLogoAndTitle-sc-2ede94f1-1 YPQdV"><h2 aria-hidden="true" class="Typography-sc-d683ebd5-0 bkvZbx"><span>Suosittelemme</span></h2></div></div><div class="GridItem__HorizontalLineContainer-sc-95bbdaef-0 hQdqaC"><div class="HorizontalLine__Container-sc-4e2b487d-0 iBXvfs auto-detect-ukko-theme"><div class="HorizontalLine__Line-sc-4e2b487d-1 bNWoog"></div></div></div><div><div class="RoundedCorners-sc-2a6639fb-0 Banner__Background-sc-7104f581-0 gRdfWC cBeLgE"><div class="Banner__TextBox-sc-7104f581-2 ufiSR"><p class="Typography-sc-d683ebd5-0 Banner__Lead-sc-7104f581-4 byjVzE bWbXwH">Hetkinen...</p></div></div></div><div class="RoundedCorners-sc-2a6639fb-0 Group__GroupBottomFrame-sc-7f665c14-1 eIQqPC jppSrj"></div></div></div></section></div></main><div class="GridSystem__GridCell-sc-613a840-0 dnzfIm no-print"></div><div id="sidebar"><aside class="GridSystem__GridCell-sc-613a840-0 SidebarLayout__SidebarItemContainer-sc-a2d46c0f-1 ibVaqt cccaIC"><h2 id="sb-most-read" class="Typography-sc-d683ebd5-0 bANfEy SidebarLayout__SidebarItemHeader-sc-a2d46c0f-0 bikhBe">Luetuimmat</h2><ol aria-labelledby="sb-most-read"><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><div aria-hidden="true" class="MinimalHeadlines__Index-sc-a86400a0-3 kVlpdl">1</div><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnsc"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-216121/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Asuminen</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20111869" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Taloyhtiö autioituu Oulun ydinkeskustassa – ”Elämä täällä on hankalaa”</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><div aria-hidden="true" class="MinimalHeadlines__Index-sc-a86400a0-3 kVlpdl">2</div><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnsc"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-189456/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Jääkiekko</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20114497" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">NHL-huiput haluavat viisikymppisen suomalaisnaisen oppiin – yksi ehdotus pelasti Tiia Hurmeen elämän</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><div aria-hidden="true" class="MinimalHeadlines__Index-sc-a86400a0-3 kVlpdl">3</div><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnsc"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-218480/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Onnettomuudet</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20116175" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Kuusivuotias lapsi kuoli jäätyään rakennustelineiden alle Mäntsälässä</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><div aria-hidden="true" class="MinimalHeadlines__Index-sc-a86400a0-3 kVlpdl">4</div><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnsc"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-215368/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Tapahtumat</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20115676" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Trendilaji polkujuoksun buumi on ohi – yksi tapahtuma on silti riittävän kauhea ja vaarallinen</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><div aria-hidden="true" class="MinimalHeadlines__Index-sc-a86400a0-3 kVlpdl">5</div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 iQtvwk"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-220306/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Politiikka</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20115667" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Nämä kohdat Raamatusta paljastavat, miksi joukko suomalaisia kristittyjä poliitikkoja tukee Israelia niin kiivaasti</a></h3></div></li></ol></aside><aside class="GridSystem__GridCell-sc-613a840-0 SidebarLayout__SidebarItemContainer-sc-a2d46c0f-1 ibVaqt cccaIC"><h2 id="sb-most-recent" class="Typography-sc-d683ebd5-0 bANfEy SidebarLayout__SidebarItemHeader-sc-a2d46c0f-0 bikhBe">Tuoreimmat</h2><ol aria-labelledby="sb-most-recent"><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><time class="DateTime___StyledTime-sc-f3193d7a-0 hORwkK MinimalHeadlines__Date-sc-a86400a0-4 bjDKrM" datetime="2024-10-06T20:29:14+0300">20:29</time><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnrS"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-205598/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Jalkapallo</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20116200" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Hakan harvinainen voitto varmisti HJK:n mitalin värin – näin Veikkausliiga ratkeaa</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><time class="DateTime___StyledTime-sc-f3193d7a-0 hORwkK MinimalHeadlines__Date-sc-a86400a0-4 bjDKrM" datetime="2024-10-06T20:27:38+0300">20:27</time><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnrS"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-217768/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Pyöräily</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20116204" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Jaakko Hännisen kisa päättyi Italiassa kaatumiseen ja sairaalassa käyntiin</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><time class="DateTime___StyledTime-sc-f3193d7a-0 hORwkK MinimalHeadlines__Date-sc-a86400a0-4 bjDKrM" datetime="2024-10-06T20:24:13+0300">20:24</time><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnrS"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-205598/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Jalkapallo</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20116203" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">KTP varmisti sarjanousun Veikkausliigaan</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><time class="DateTime___StyledTime-sc-f3193d7a-0 hORwkK MinimalHeadlines__Date-sc-a86400a0-4 bjDKrM" datetime="2024-10-06T20:12:28+0300">20:12</time><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnrS"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-205598/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Jalkapallo</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20116201" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Topi Keskinen jatkoi maalitehtailuaan Skotlannissa – Simo Valakarilla illalla debyytti Ibroxilla</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><time class="DateTime___StyledTime-sc-f3193d7a-0 hORwkK MinimalHeadlines__Date-sc-a86400a0-4 bjDKrM" datetime="2024-10-06T20:08:26+0300">20:08</time><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnrS"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-173822/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Pirkanmaa</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20116202" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Tie 12 suljettu Pälkäneellä liikenneonnettomuuden takia</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><time class="DateTime___StyledTime-sc-f3193d7a-0 hORwkK MinimalHeadlines__Date-sc-a86400a0-4 bjDKrM" datetime="2024-10-06T19:57:17+0300">19:57</time><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnrS"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-218195/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Vaalit</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20115868" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Ehdokkaita haalitaan kevään tuplavaaleihin koko ajan kiristyvää tahtia</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><time class="DateTime___StyledTime-sc-f3193d7a-0 hORwkK MinimalHeadlines__Date-sc-a86400a0-4 bjDKrM" datetime="2024-10-06T19:54:27+0300">19:54</time><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnrS"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-205125/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Avaruus</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20115406" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Näin avaruusjärjestöt yrittävät estää tuhoisan asteroiditörmäyksen – avaruuteen lähtee huomenna suomalaista osaamista</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><time class="DateTime___StyledTime-sc-f3193d7a-0 hORwkK MinimalHeadlines__Date-sc-a86400a0-4 bjDKrM" datetime="2024-10-06T19:42:25+0300">19:42</time><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnrS"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-205598/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Jalkapallo</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20116198" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Ruotsin Allsvenskanissa maaleja tehtaileva Leo Walta osui jälleen</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><time class="DateTime___StyledTime-sc-f3193d7a-0 hORwkK MinimalHeadlines__Date-sc-a86400a0-4 bjDKrM" datetime="2024-10-06T19:30:43+0300">19:30</time><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnrS"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-215534/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Ilmasto</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20116197" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Ainakin viisi kuollut Bangladeshin tulvissa</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><time class="DateTime___StyledTime-sc-f3193d7a-0 hORwkK MinimalHeadlines__Date-sc-a86400a0-4 bjDKrM" datetime="2024-10-06T19:28:29+0300">19:28</time><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnrS"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-216267/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Historia</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20108716" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Linda-siideri villitsi niin, että nokialaispanimossa painettiin kahta vuoroa</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><time class="DateTime___StyledTime-sc-f3193d7a-0 hORwkK MinimalHeadlines__Date-sc-a86400a0-4 bjDKrM" datetime="2024-10-06T19:00:39+0300">19:00</time><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnrS"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-189456/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Jääkiekko</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20114497" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">NHL-huiput haluavat viisikymppisen suomalaisnaisen oppiin – yksi ehdotus pelasti Tiia Hurmeen elämän</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><time class="DateTime___StyledTime-sc-f3193d7a-0 hORwkK MinimalHeadlines__Date-sc-a86400a0-4 bjDKrM" datetime="2024-10-06T18:38:41+0300">18:38</time><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnrS"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-189456/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Jääkiekko</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20116195" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Ässät toistamiseen liikaa otteluruuhkassa tarpovalle Ilvekselle – ”Voima ja peli ehtyivät viikon neljänteen peliin”</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><time class="DateTime___StyledTime-sc-f3193d7a-0 hORwkK MinimalHeadlines__Date-sc-a86400a0-4 bjDKrM" datetime="2024-10-06T18:30:32+0300">18:30</time><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnrS"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-218384/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Taide</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20113910" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Joukko helsinkiläisiä järjestää loppuunmyytyjä iltoja, joissa nuuhkitaan paperilappuja silmät ummessa</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><time class="DateTime___StyledTime-sc-f3193d7a-0 hORwkK MinimalHeadlines__Date-sc-a86400a0-4 bjDKrM" datetime="2024-10-06T18:03:36+0300">18:03</time><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnrS"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-205598/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Jalkapallo</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20116180" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Saako Erik ten Hag vielä jatkaa? Manchester United taisteli tasapeliin Villa Parkilla</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><time class="DateTime___StyledTime-sc-f3193d7a-0 hORwkK MinimalHeadlines__Date-sc-a86400a0-4 bjDKrM" datetime="2024-10-06T17:51:05+0300">17:51</time></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 iQtvwk"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-215368/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Tapahtumat</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20115676" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Trendilaji polkujuoksun buumi on ohi – yksi tapahtuma on silti riittävän kauhea ja vaarallinen</a></h3></div></li></ol></aside><aside class="GridSystem__GridCell-sc-613a840-0 SidebarLayout__SidebarItemContainer-sc-a2d46c0f-1 ibVaqt cccaIC"><h2 id="sb-most-commented" class="Typography-sc-d683ebd5-0 bANfEy SidebarLayout__SidebarItemHeader-sc-a2d46c0f-0 bikhBe">Kommentoiduimmat</h2><ol aria-labelledby="sb-most-commented"><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><div aria-hidden="true" class="MinimalHeadlines__Index-sc-a86400a0-3 kVlpdl">1</div><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnsc"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-220306/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Politiikka</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20115790" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Matti Vanhanen Elokapinasta: ”He tekevät virheen, kun kuvittelevat vain itse ymmärtävänsä ilmastonmuutoksen vakavuuden”</a><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20115790#comments" class="Typography-sc-d683ebd5-0 StoryCommentsCount__CommentsLink-sc-68d056a3-0 JkPTY hnQTfY MinimalHeadlines__StyledStoryCommentsCount-sc-a86400a0-5 cjdsqC"><svg width="16" height="16" fill="none" viewbox="0 0 24 24" aria-hidden="true" class="StoryCommentsCount__StyledMessageSquare-sc-68d056a3-1 cCeslE"><path fill="currentColor" fill-rule="evenodd" d="M5 6a1 1 0 0 0-1 1v13.586l2.293-2.293A1 1 0 0 1 7 18h12a1 1 0 0 0 1-1V7a1 1 0 0 0-1-1zM2.879 4.879A3 3 0 0 1 5 4h14a3 3 0 0 1 3 3v10a3 3 0 0 1-3 3H7.414l-3.707 3.707A1 1 0 0 1 2 23V7a3 3 0 0 1 .879-2.121" clip-rule="evenodd"></path></svg>553 kommenttia</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><div aria-hidden="true" class="MinimalHeadlines__Index-sc-a86400a0-3 kVlpdl">2</div><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnsc"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-3142/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Teatteri</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20103146" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">”Meiltä viedään kaikki” – Reetta Ristimäki on valmis ajamaan teatteriyrityksensä alas leikkausten takia</a><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20103146#comments" class="Typography-sc-d683ebd5-0 StoryCommentsCount__CommentsLink-sc-68d056a3-0 JkPTY hnQTfY MinimalHeadlines__StyledStoryCommentsCount-sc-a86400a0-5 cjdsqC"><svg width="16" height="16" fill="none" viewbox="0 0 24 24" aria-hidden="true" class="StoryCommentsCount__StyledMessageSquare-sc-68d056a3-1 cCeslE"><path fill="currentColor" fill-rule="evenodd" d="M5 6a1 1 0 0 0-1 1v13.586l2.293-2.293A1 1 0 0 1 7 18h12a1 1 0 0 0 1-1V7a1 1 0 0 0-1-1zM2.879 4.879A3 3 0 0 1 5 4h14a3 3 0 0 1 3 3v10a3 3 0 0 1-3 3H7.414l-3.707 3.707A1 1 0 0 1 2 23V7a3 3 0 0 1 .879-2.121" clip-rule="evenodd"></path></svg>279 kommenttia</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><div aria-hidden="true" class="MinimalHeadlines__Index-sc-a86400a0-3 kVlpdl">3</div><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnsc"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-217329/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Turvallisuus</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20115454" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Suomen pitäisi testata Venäjää itärajalla, ehdottaa tutkija</a><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20115454#comments" class="Typography-sc-d683ebd5-0 StoryCommentsCount__CommentsLink-sc-68d056a3-0 JkPTY hnQTfY MinimalHeadlines__StyledStoryCommentsCount-sc-a86400a0-5 cjdsqC"><svg width="16" height="16" fill="none" viewbox="0 0 24 24" aria-hidden="true" class="StoryCommentsCount__StyledMessageSquare-sc-68d056a3-1 cCeslE"><path fill="currentColor" fill-rule="evenodd" d="M5 6a1 1 0 0 0-1 1v13.586l2.293-2.293A1 1 0 0 1 7 18h12a1 1 0 0 0 1-1V7a1 1 0 0 0-1-1zM2.879 4.879A3 3 0 0 1 5 4h14a3 3 0 0 1 3 3v10a3 3 0 0 1-3 3H7.414l-3.707 3.707A1 1 0 0 1 2 23V7a3 3 0 0 1 .879-2.121" clip-rule="evenodd"></path></svg>137 kommenttia</a></h3></div></li><li class="MinimalHeadlines__TriggeredItem-sc-a86400a0-0 kuOHCr"><div class="MinimalHeadlines__BulletContainer-sc-a86400a0-7 frBTDL"><div class="MinimalHeadlines__BulletCell-sc-a86400a0-8 cVdqqb"><div aria-hidden="true" class="MinimalHeadlines__Index-sc-a86400a0-3 kVlpdl">4</div><div class="MinimalHeadlines__ListLine-sc-a86400a0-2 fGcnsc"></div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 lclBqm"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-216121/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Asuminen</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20111869" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Taloyhtiö autioituu Oulun ydinkeskustassa – ”Elämä täällä on hankalaa”</a><a 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kVlpdl">5</div></div></div><div class="MinimalHeadlines__Texts-sc-a86400a0-1 iQtvwk"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/t/18-209306/fi" data-testid="minimal-headline-tag" class="sc-fIfZzT kEtXGR">Terveys</a><h3 class="Typography-sc-d683ebd5-0 bZWmLC link-accent"><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20112177" class="MinimalHeadlines__Title-sc-a86400a0-6 gBluDb visitable-link">Google-kääntäjä tai tulkki etäyhteydellä auttaa, kun sanat eivät löydy maahanmuuttajan synnyttäessä</a><a href="https://web.archive.org/web/20241006173740/https://yle.fi/a/74-20112177#comments" class="Typography-sc-d683ebd5-0 StoryCommentsCount__CommentsLink-sc-68d056a3-0 JkPTY hnQTfY MinimalHeadlines__StyledStoryCommentsCount-sc-a86400a0-5 cjdsqC"><svg width="16" height="16" fill="none" viewbox="0 0 24 24" aria-hidden="true" class="StoryCommentsCount__StyledMessageSquare-sc-68d056a3-1 cCeslE"><path fill="currentColor" fill-rule="evenodd" d="M5 6a1 1 0 0 0-1 1v13.586l2.293-2.293A1 1 0 0 1 7 18h12a1 1 0 0 0 1-1V7a1 1 0 0 0-1-1zM2.879 4.879A3 3 0 0 1 5 4h14a3 3 0 0 1 3 3v10a3 3 0 0 1-3 3H7.414l-3.707 3.707A1 1 0 0 1 2 23V7a3 3 0 0 1 .879-2.121" clip-rule="evenodd"></path></svg>15 kommenttia</a></h3></div></li></ol></aside></div></div><div class="Decoration__FooterContainer-sc-d5b06858-0 cCGvSB"><footer lang="fi" role="contentinfo" aria-label="Asiakaspalvelu ja yhteystiedot" class="FullWidthColorBand-sc-35326d75-0 Footer__Container-sc-59a0915a-0 kdaFFX cfMCrA no-print" data-testid="region-footer"><ul class="GridSystem__GridCell-sc-613a840-0 Footer__List-sc-59a0915a-1 uIMiu gjvSGk"><li><a href="https://web.archive.org/web/20241006173740/https://yle.fi/aihe/yleisradio" class="Typography-sc-d683ebd5-0 bZWmLC link-accent">Yle yhtiönä</a></li><li><a href="https://web.archive.org/web/20241006173740/https://yle.fi/aihe/yleisradio/tietosuoja" class="Typography-sc-d683ebd5-0 bZWmLC link-accent">Tietosuojalauseke</a></li><li><a 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Moni lapsi käyttää sovelluksia, esimerkiksi Chat GPT:tä, kotioloissa. Tämä on Bahrin mielestä riski, koska harjaantumattomissa käsissä tekoäly voi olla jopa vaarallinen.","type":"text"},{"caption":"”Se, että oppilaat eivät voi käyttää tekoälyä, ei estä opettajia jo tutustumasta”, Espoonlahden koulun opettaja Robert Bahr sanoo. Videolla hän kertoo, miksi opettajien olisi viimeistään nyt tärkeää opetella käyttämään tekoälyä. 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Työ valmistuu viimeistään ensi vuoden alussa.","type":"text"},{"text":"Ohjeistukset koskevat varhaiskasvatusta, perusopetusta, lukiokoulutusta, ammatillista koulutusta ja vapaata sivistystyötä.","type":"text"},{"text":"– Kansallisten suositusten tarkoituksena on huolehtia, että tekoälyn käyttö koulutuksessa olisi turvallista, vastuullista ja yhdenvertaisuutta edistävää, opetusneuvos **Minna Taivassalo** Opetushallituksesta kertoo.","type":"text"},{"text":"Hän sanoo, että aloite tekoälyn käyttöön liittyvistä ohjeista tuli opetuksen ja koulutuksen järjestäjiltä itseltään.","type":"text"},{"text":"– Koulutuksen ja opetuksen järjestäjillä tulee olla ohjeet siitä, miten tekoälyä käytetään, jotta opettajat eivät jää asian kanssa yksin. Ja jottei kävisi niin, että on käytössä sovelluksia, joiden mahdollisia riskejä ei ymmärretä.","type":"text"},{"text":"Opettajien koulutusta tekoälyn käyttöön on Salon mukaan tarjolla jo nyt, mutta isoin ongelma on ajanpuute. Opettajilla ei ole usein mahdollisuutta kouluttautumiseen työajalla.","type":"text"},{"text":"Salo kertoo, että opettajien osaamisen kehittäminen on Suomessa huonommalla tolalla kuin monessa muussa maassa.","type":"text"},{"text":"– Eikä se näillä näkymin ole paranemassa, koska rahoitus opettajien osaamisen kehittämiseen on pienenemässä.","type":"text"},{"text":"Tekoäly on vaarallinen ystävä","level":2,"type":"heading"},{"text":"Robert Bahr ei halua, että lapset tutustuvat tekoälyn maailmaan yksin.","type":"text"},{"text":"Hänen mielestään tekoälyn toimintaperiaatteiden ja turvallisen käytön opettaminen lapsille olisi ensisijaisen tärkeää.","type":"text"},{"text":"Lapset eivät Bahrin mukaan esimerkiksi välttämättä ymmärrä, että tekoälylle ei saa antaa minkäänlaisia henkilötietoja.","type":"text"},{"text":"– Kaikki tieto, jota tekoälylle syötetään, jää sinne, ja sitä käytetään järjestelmän opettamiseen. Me emme tiedä, mihin tiedot lopulta päätyvät tai mihin niitä käytetään.","type":"text"},{"text":"Toinen iso riski liittyy siihen, että tekoäly tuntuu ihmismäiseltä. Lapset eivät välttämättä ymmärrä, että se on kuitenkin vain kone.","type":"text"},{"text":"Riski on erityisesti sen tyyppisten tekoälysovellusten kanssa, joissa käyttäjä keskustelee eräänlaisen avatarin kanssa, jonka persoonallisuutta voi muokata oman mielensä mukaiseksi. Käyttäjä voi valita keskustelevansa vaikka julkisuuden henkilön kanssa.","type":"text"},{"text":"Tällaisia ovat esimerkiksi erilaiset [Character AI -sovellukset](https:\u002F\u002Fyle.fi\u002Fa\u002F74-20064695).","type":"text"},{"text":"– Näiden sovellusten kohdalla on riski, että tekoälyyn syntyy epäterve suhde. Maailmalla on ollut tapauksia, joissa lapsi on esimerkiksi ihastunut tällaiseen tekoälyhahmoon.","type":"text"},{"text":"Tekoäly lapsen ystävänä tai ihastuksen kohteena on Bahrista pelottava ajatus.","type":"text"},{"text":"– Tekoäly-ystävä ei ymmärrä, mitä se tekee. Se saattaa vaikka kehottaa masentunutta lasta itsetuhoisiin tekoihin. 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