{"id":3850,"date":"2025-11-05T08:00:00","date_gmt":"2025-11-05T08:00:00","guid":{"rendered":"https:\/\/moterra.ai\/blog\/ai-zemelapis-supaprastintas-2-dalis-kaip-genai-is-tikruju-veikia-praktikoje"},"modified":"2026-01-07T10:43:51","modified_gmt":"2026-01-07T10:43:51","slug":"ai-zemelapis-supaprastintas-2-dalis-kaip-genai-is-tikruju-veikia-praktikoje","status":"publish","type":"post","link":"https:\/\/moterra.ai\/lt\/blog\/ai-zemelapis-supaprastintas-2-dalis-kaip-genai-is-tikruju-veikia-praktikoje","title":{"rendered":"AI \u017eem\u0117lapis supaprastintas 2 dalis: kaip GenAI i\u0161 tikr\u0173j\u0173 veikia praktikoje"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3850\" class=\"elementor elementor-3850 elementor-3346\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a7ab0bd e-flex e-con-boxed e-con e-parent\" data-id=\"a7ab0bd\" 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-1068375 elementor-widget elementor-widget-text-editor\" data-id=\"1068375\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Pirmajame \u012fra\u0161e ap\u017evelgiau, kur GenAI yra AI kra\u0161tovaizdyje: AI \u2192 ML \u2192 DL \u2192 GenAI. Tai atsak\u0117 \u012f klausim\u0105 \u201ekas yra GenAI?\u201c. Dabar kyla praktinis klausimas: \u201ekaip GenAI i\u0161 tikr\u0173j\u0173 veikia, kai j\u012f naudoju?&#8221;  <\/p><p>Nor\u0117damas atsakyti \u012f tai, turiu strukt\u016brizuoti visus kitus ekosistemos dalyvius: \u012fgalintojus, platformas, programas. \u010cia da\u017enai pasimetu, nes visi mai\u0161o program\u0117les, LLM ir \u012fmoni\u0173 pavadinimus, ir n\u0117ra ai\u0161ku, kas yra kas. Tod\u0117l v\u0117l atidarau Excel.  <\/p><p>Atlikau t\u0105 pat\u012f \u017eem\u0117lapio pratim\u0105 GenAI ekosistemai. \u0160tai k\u0105 suk\u016briau. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-62e903a elementor-widget elementor-widget-heading\" data-id=\"62e903a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Paprastas \u017eem\u0117lapis<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c5f4316 elementor-widget elementor-widget-text-editor\" data-id=\"c5f4316\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>GenAI turi tris sluoksnius, kurie veikia kartu:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6045a18 elementor-widget elementor-widget-image\" data-id=\"6045a18\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"231\" src=\"https:\/\/moterra.ai\/wp-content\/uploads\/2025\/12\/GenAI_layers_map-1024x296.png\" class=\"attachment-large size-large wp-image-3852\" alt=\"Lentel\u0117, paai\u0161kinanti GenAI sluoksnius ir kaip jie veikia kartu.\" srcset=\"https:\/\/moterra.ai\/wp-content\/uploads\/2025\/12\/GenAI_layers_map-1024x296.png 1024w, https:\/\/moterra.ai\/wp-content\/uploads\/2025\/12\/GenAI_layers_map-300x87.png 300w, https:\/\/moterra.ai\/wp-content\/uploads\/2025\/12\/GenAI_layers_map-768x222.png 768w, https:\/\/moterra.ai\/wp-content\/uploads\/2025\/12\/GenAI_layers_map-1536x444.png 1536w, https:\/\/moterra.ai\/wp-content\/uploads\/2025\/12\/GenAI_layers_map.png 1600w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a26c820 elementor-widget elementor-widget-text-editor\" data-id=\"a26c820\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><em>Ir taip, \u017einau, kad Excel nebuvo sukurtas tam, bet senos \u012fpro\u010diai sunkiai mir\u0161ta, ir tai veikia.<\/em><\/p><p>Kaip jie susij\u0119: programos kvie\u010dia modelius per platformas. J\u016bs\u0173 duomenys ir kontrol\u0117 yra platformos lygyje. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-770c7d6 elementor-widget elementor-widget-heading\" data-id=\"770c7d6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">K\u0105 i\u0161 tikr\u0173j\u0173 daro kiekvienas sluoksnis<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6450dd6 elementor-widget elementor-widget-heading\" data-id=\"6450dd6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Modeliai \u2014 Smegenys<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0ddc0c elementor-widget elementor-widget-text-editor\" data-id=\"c0ddc0c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Tai yra tikrosios AI sistemos, kurios generuoja tekst\u0105. GPT-5, Claude 4.5, Gemini Pro\u2014tai yra \u201esmegenys\u201c, kurios mok\u0117si i\u0161 did\u017eiuli\u0173 tekst\u0173 kieki\u0173 ir dabar gali ra\u0161yti, apibendrinti ir samprotauti. Galvokite apie juos kaip apie labai sud\u0117tingus prognozavimo variklius, gyvenan\u010dius debesyje.  <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-04f3af4 elementor-widget elementor-widget-heading\" data-id=\"04f3af4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Platformos \u2014 Saugus \u0161eimininkas<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-241e73c elementor-widget elementor-widget-text-editor\" data-id=\"241e73c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Modeliams reikia vietos, kur jie gal\u0117t\u0173 saugiai veikti \u012fmon\u0117s mastu. AWS Bedrock, Azure OpenAI Service ir Google Vertex AI yra kaip saug\u016bs duomen\u0173 centrai, kurie talpina modelius, tuo pa\u010diu pridedant verslo kontrol\u0119: leidimus, registravim\u0105, duomen\u0173 buvimo viet\u0105, atitikties sistemas. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ef5f639 elementor-widget elementor-widget-heading\" data-id=\"ef5f639\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Programos \u2014 S\u0105saja<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-010bf99 elementor-widget elementor-widget-text-editor\" data-id=\"010bf99\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Tai yra tai, k\u0105 j\u016bs i\u0161 tikr\u0173j\u0173 spaud\u017eiate. ChatGPT, Microsoft Copilot, Gemini for Workspace, Moterra Business AI Suite. Jie priima j\u016bs\u0173 \u012fvest\u012f, siun\u010dia j\u0105 modeliui (per platform\u0105) ir rodo jums atsakym\u0105 patogiu b\u016bdu.  <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4708b95 elementor-widget elementor-widget-heading\" data-id=\"4708b95\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">RAG \u2014 Paie\u0161ka<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e209d94 elementor-widget elementor-widget-text-editor\" data-id=\"e209d94\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>RAG vienoje eilut\u0117je: Kai kurios programos gali \u201eie\u0161koti\u201c j\u016bs\u0173 vidiniuose dokumentuose ir perduoti modelio atitinkamas dalis kartu su j\u016bs\u0173 klausimu.<br>Kai klausiu Moterra Business AI Suite \u201eKokia m\u016bs\u0173 nuotolinio darbo politika?\u201c, pirmiausia ie\u0161ko m\u016bs\u0173 SharePoint, tada pra\u0161o Claude 3.5 atsakyti remiantis m\u016bs\u0173 faktin\u0117mis politikomis. Tai yra Retrieval-Augmented Generation\u2014atsakymai pagrind\u017eiami j\u016bs\u0173 turiniu, o ne bendrais mokymo duomenimis. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-409f8fc elementor-widget elementor-widget-heading\" data-id=\"409f8fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Kod\u0117l visi sluoksniai yra svarb\u016bs<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-484387d elementor-widget elementor-widget-text-editor\" data-id=\"484387d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Matau skelbimus, straipsnius ir pokalbius, kur \u012fmoni\u0173 pavadinimai, modeli\u0173 pavadinimai ir program\u0173 pavadinimai nuolat mai\u0161omi. Klientas neseniai man pasak\u0117 \u201eGPT man duoda geresnius atsakymus nei Copilot\u201c &#8211; nors i\u0161 tikr\u0173j\u0173 jis tur\u0117jo omenyje ChatGPT program\u0105, kuri gauna geresnius atsakymus nei Copilot programa. Abu naudoja tuos pa\u010dius GPT modelius, tod\u0117l \u0161iuo atveju skirtum\u0105 daro programos sluoksnis.  <\/p><p>Man, \u0161i\u0173 trij\u0173 sluoksni\u0173 supratimas buvo raktas \u012f tai, kaip GenAI i\u0161 tikr\u0173j\u0173 veikia. Atsakym\u0173 kokyb\u0117 priklauso nuo vis\u0173 trij\u0173 sluoksni\u0173 ir kaip jie yra sukonfig\u016bruoti kartu &#8211; modelio, platformos ir programos derinys yra svarbus. Be to, kai kuriose programose deriniai yra fiksuoti, kai kuriose lankst\u016bs.  <\/p><p>Fiksuoti deriniai: ChatGPT naudoja tik OpenAI modelius. J\u016bs negalite pakeisti.<br>Lankst\u016bs deriniai: Moterra gali keisti tarp Claude ir GPT-4, priklausomai nuo to, kas geriausiai tinka j\u016bs\u0173 naudojimo atvejui. Perplexity naudoja kelis modelius ir pasirenka geriausi\u0105 kiekvienam u\u017eklausai.  <\/p><p>Kai kas nors kuria program\u0105, jie pasirenka model\u012f ir platform\u0105, ir nusprend\u017eia, kiek lankstumo \u012fdiegti. Daugiau lankstumo rei\u0161kia daugiau sud\u0117tingumo, tod\u0117l kai kurie k\u016br\u0117jai renkasi paprastum\u0105 ir fiksuoja vien\u0105 model\u012f. <\/p><p>\u0160i\u0173 trij\u0173 sluoksni\u0173 supratimas padeda pamatyti, kas i\u0161 tikr\u0173j\u0173 yra bet kokio AI \u012frankio viduje &#8211; ir kas galima pakeisti, o kas yra fiksuota.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6c5d95 elementor-widget elementor-widget-heading\" data-id=\"a6c5d95\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Kaip tai veikia praktikoje: Moterra istorija<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74f43f3 elementor-widget elementor-widget-text-editor\" data-id=\"74f43f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Kliento IT komanda atliko tinklo analiz\u0119 ir nustat\u0117, kad darbuotojai vis\u0105 dien\u0105 \u012fkelia \u012fmon\u0117s dokumentus \u012f asmenines ChatGPT paskyras. Efektyvumo padid\u0117jimas buvo akivaizdus, bet taip pat ir atitikties rizika. B\u016btent d\u0117l to suk\u016br\u0117me Moterra Business AI Suite tokiu b\u016bdu.  <\/p><p>Pasirinkome Claude 3.5 kaip m\u016bs\u0173 model\u012f, nes jis puikiai supranta sud\u0117tingus verslo dokumentus. Mes j\u012f paleid\u017eiame per AWS Bedrock, nes m\u016bs\u0173 klientams reikia, kad j\u0173 duomenys likt\u0173 kontroliuojamoje aplinkoje su tinkamu registravimu ir atitiktimi. M\u016bs\u0173 programos sluoksnis tvarko SharePoint integracij\u0105, tod\u0117l kai kas nors klausia \u201eKokia m\u016bs\u0173 nuotolinio darbo politika?\u201c, pirmiausia ie\u0161ko j\u0173 faktini\u0173 dokument\u0173, tada siun\u010dia tiek klausim\u0105, tiek atitinkamas politikos dalis Claude.  <\/p><p>Rezultatas? Tokios pa\u010dios kokyb\u0117s atsakymai kaip asmeniniame ChatGPT, bet viskas lieka j\u0173 saugumo perimetre ir gerbia j\u0173 esamus prieigos kontrol\u0117s. Be to, jei Claude nustoja gerai veikti konkre\u010diam naudojimo atvejui, galime pereiti prie GPT-5 be visko i\u0161 naujo k\u016brimo, tai yra lankstumas suprantant visus tris sluoksnius.  <\/p><p>Kai ai\u0161kiai matote modelio \u2192 platformos \u2192 programos strukt\u016br\u0105, sprendimai apie tai, kas veikia j\u016bs\u0173 situacijai, tampa daug paprastesni.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0901b44 elementor-widget elementor-widget-heading\" data-id=\"0901b44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Mano i\u0161vada<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b36b8fa elementor-widget elementor-widget-text-editor\" data-id=\"b36b8fa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Pirmajame \u012fra\u0161e ap\u017evelgiau AI kra\u0161tovaizd\u012f: Dirbtinis intelektas yra pagrindas. Ma\u0161ininis mokymasis yra metodas. Gilus mokymasis yra variklis. Generatyvinis AI yra tai, kas kuria.   <\/p><p>Dabar \u017einome, kas vyksta, kai i\u0161 tikr\u0173j\u0173 naudojame GenAI: modeliai teikia samprotavimus, platformos tvarko saugum\u0105, programos suteikia s\u0105saj\u0105. \u017dem\u0117lapis tampa ai\u0161kesnis. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Nuo GenAI supratimo iki ekosistemos \u017eem\u0117lapio (be technini\u0173 detali\u0173)<\/p>\n","protected":false},"author":5,"featured_media":3851,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-3850","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized-lt"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI \u017eem\u0117lapis supaprastintas 2 dalis: kaip GenAI i\u0161 tikr\u0173j\u0173 veikia praktikoje | Moterra<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/moterra.ai\/lt\/blog\/ai-zemelapis-supaprastintas-2-dalis-kaip-genai-is-tikruju-veikia-praktikoje\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/moterra.ai\/lt\/blog\/ai-zemelapis-supaprastintas-2-dalis-kaip-genai-is-tikruju-veikia-praktikoje#article\",\"isPartOf\":{\"@id\":\"https:\/\/moterra.ai\/lt\/blog\/ai-zemelapis-supaprastintas-2-dalis-kaip-genai-is-tikruju-veikia-praktikoje\"},\"author\":{\"name\":\"Egl\u0117 Sakal\u0117\",\"@id\":\"https:\/\/moterra.ai\/lt#\/schema\/person\/ac6efe55ed06ff02cf5aed4e70432323\"},\"headline\":\"AI \u017eem\u0117lapis supaprastintas 2 dalis: kaip GenAI 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