{"id":221,"date":"2026-10-07T08:02:57","date_gmt":"2026-10-07T05:02:57","guid":{"rendered":"https:\/\/xn--tekolyblogi-o8a.com\/?p=221"},"modified":"2026-10-07T08:02:57","modified_gmt":"2026-10-07T05:02:57","slug":"mistral-large-4-haastaa-jatit-ja-google-kiristaa-gemini-linjaansa","status":"publish","type":"post","link":"https:\/\/xn--tekolyblogi-o8a.com\/index.php\/2026\/10\/07\/mistral-large-4-haastaa-jatit-ja-google-kiristaa-gemini-linjaansa\/","title":{"rendered":"Mistral Large 4 haastaa j\u00e4tit \u2014 ja Google kirist\u00e4\u00e4 Gemini-linjaansa"},"content":{"rendered":"<p>Mistral julkaisi odotetun Large 4 -kielimallinsa, OpenAI esitteli matematiikan edistysaskeleitaan ja Google aikoo poistaa ilmaisen Gemini Flashin \u2014 teko\u00e4lyrintamalla tapahtuu nyt tihe\u00e4\u00e4n tahtiin.<\/p>\n<h2>Mistral Large 4: Ranskalainen haastaja iskee takaisin<\/h2>\n<p>Ranskalainen Mistral AI julkaisi <strong>Mistral Large 4<\/strong> -mallinsa, joka on suora kilpailija OpenAI:n GPT-4o:lle ja Googlen Gemini Ultralla. Malli on koulutettu valtavalla datam\u00e4\u00e4r\u00e4ll\u00e4 ja tukee yli 80:t\u00e4 kielt\u00e4 \u2014 mukaan lukien suomea. Erityist\u00e4 huomiota on kiinnitetty p\u00e4\u00e4ttelykykyyn ja pitkien dokumenttien k\u00e4sittelyyn, joissa Large 4 p\u00e4ihitt\u00e4\u00e4 useimmat kilpailijansa. Malli on saatavilla sek\u00e4 pilvipalveluna ett\u00e4 itse hostattuna, mik\u00e4 on merkitt\u00e4v\u00e4 etu yrityksille jotka haluavat pit\u00e4\u00e4 datansa omissa k\u00e4siss\u00e4\u00e4n. <a href=\"https:\/\/mistral.ai\/news\/mistral-large-4\/\" target=\"_blank\" rel=\"noopener\">Lue lis\u00e4\u00e4 Mistralin sivuilta<\/a>.<\/p>\n<h2>OpenAI vie matematiikan teko\u00e4ly\u00e4 eteenp\u00e4in<\/h2>\n<p>OpenAI julkaisi uuden er\u00e4n matemaattisia l\u00e4pimurtojaan GitHubissa. Yhti\u00f6n mukaan heid\u00e4n mallinsa ratkaisevat nyt ongelmia jotka aiemmin vaativat ihmisasiantuntijoiden ty\u00f6panosta. Kyse ei ole pelk\u00e4st\u00e4 laskemisesta, vaan <strong>luovasta matemaattisesta p\u00e4\u00e4ttelyst\u00e4<\/strong>: mallit l\u00f6yt\u00e4v\u00e4t uusia todistuksia ja l\u00e4hestymistapoja joita perinteiset tietokoneohjelmat eiv\u00e4t tunnista. T\u00e4m\u00e4 on osa laajempaa kehityst\u00e4, jossa teko\u00e4ly siirtyy apuv\u00e4lineest\u00e4 itsen\u00e4iseksi tutkimuskumppaniksi. <a href=\"https:\/\/openai.com\/index\/sharing-ai-progress-in-mathematics\/\" target=\"_blank\" rel=\"noopener\">OpenAI:n matematiikkap\u00e4ivitys<\/a> ja <a href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\/1005004\/openai-math-release-github\" target=\"_blank\" rel=\"noopener\">The Vergen yhteenveto<\/a>.<\/p>\n<h2>Google poistaa ilmaisen Gemini Flashin \u2014 tilalle kevyempi versio<\/h2>\n<p>Google aikoo l\u00e4hiviikkoina poistaa ilmaisen p\u00e4\u00e4syn Gemini Flash ja Pro -malleihin. Tilalle tulee vain <strong>Gemini Flash Lite<\/strong>, joka on kevyempi ja nopeampi mutta selv\u00e4sti rajoitetumpi versio. Muutos iskee erityisesti pieniin kehitt\u00e4jiin ja harrastajiin, jotka ovat rakentaneet sovelluksiaan ilmaisten Gemini-rajapintojen varaan. Google ei ole viel\u00e4 kertonut tarkkaa aikataulua, mutta suositus on selv\u00e4: siirr\u00e4 projektisi maksullisiin versioihin tai etsi vaihtoehtoja. <a href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\/1005451\/google-gemini-free-flash-lite-only\" target=\"_blank\" rel=\"noopener\">The Vergen uutinen aiheesta<\/a>.<\/p>\n<h2>Googlen EmbeddingGemma 2 tuo kevyet upotukset kaikkien ulottuville<\/h2>\n<p>Samalla kun Gemini\u00e4 karsitaan, Google julkaisi <strong>EmbeddingGemma 2<\/strong> -mallin \u2014 avoimen ja kevyen multimodaalisen upotusmallin. Malli muuntaa teksti\u00e4, kuvia ja koodia vektoriesityksiksi, joita voidaan k\u00e4ytt\u00e4\u00e4 tiedonhaussa, suositteluj\u00e4rjestelmiss\u00e4 ja RAG-sovelluksissa (retrieval-augmented generation). Mallin erikoisuus on sen pieni koko: se toimii tehokkaasti jopa mobiililaitteilla, mik\u00e4 avaa upotusteknologian aivan uusille k\u00e4ytt\u00f6alueille. <a href=\"https:\/\/blog.google\/innovation-and-ai\/technology\/developers-tools\/embeddinggemma-2\/\" target=\"_blank\" rel=\"noopener\">Googlen EmbeddingGemma 2 -julkaisu<\/a>.<\/p>\n<p>Teko\u00e4lykent\u00e4ll\u00e4 tapahtuu nyt niin nopeasti, ett\u00e4 kilpailuasetelmat muuttuvat viikoittain. Mistral haastaa j\u00e4ttil\u00e4iset, OpenAI syvent\u00e4\u00e4 tutkimuspuoltaan ja Google tasapainottelee ilmaisen ja maksullisen rajapinnalla \u2014 samalla kun julkaisee avoimia ty\u00f6kaluja kehitt\u00e4jille. Seuraava kysymys kuuluukin: miten n\u00e4m\u00e4 liikkeet vaikuttavat siihen, mit\u00e4 ty\u00f6kaluja tavallinen kehitt\u00e4j\u00e4 valitsee projektiinsa ensi kuussa?<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mistral julkaisi Large 4 -kielimallin, OpenAI esitteli matematiikan edistysaskeleita ja Google aikoo poistaa ilmaisen Gemini Flashin. Lis\u00e4ksi Google julkaisi avoimen EmbeddingGemma 2 -upotusmallin.<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[1],"tags":[7,8],"class_list":["post-221","post","type-post","status-publish","format-standard","hentry","category-blog","tag-ai","tag-tekoaly"],"_links":{"self":[{"href":"https:\/\/xn--tekolyblogi-o8a.com\/index.php\/wp-json\/wp\/v2\/posts\/221","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/xn--tekolyblogi-o8a.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/xn--tekolyblogi-o8a.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/xn--tekolyblogi-o8a.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/xn--tekolyblogi-o8a.com\/index.php\/wp-json\/wp\/v2\/comments?post=221"}],"version-history":[{"count":1,"href":"https:\/\/xn--tekolyblogi-o8a.com\/index.php\/wp-json\/wp\/v2\/posts\/221\/revisions"}],"predecessor-version":[{"id":222,"href":"https:\/\/xn--tekolyblogi-o8a.com\/index.php\/wp-json\/wp\/v2\/posts\/221\/revisions\/222"}],"wp:attachment":[{"href":"https:\/\/xn--tekolyblogi-o8a.com\/index.php\/wp-json\/wp\/v2\/media?parent=221"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/xn--tekolyblogi-o8a.com\/index.php\/wp-json\/wp\/v2\/categories?post=221"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/xn--tekolyblogi-o8a.com\/index.php\/wp-json\/wp\/v2\/tags?post=221"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}