{"id":8115,"date":"2026-05-29T06:45:57","date_gmt":"2026-05-29T06:45:57","guid":{"rendered":"https:\/\/dizainoarkliukas.lt\/?p=8115"},"modified":"2026-05-29T06:45:57","modified_gmt":"2026-05-29T06:45:57","slug":"ai-agentai-mokosi-nuspeti-ko-nori-vartotojai-pries-jiems-to-prasydami","status":"publish","type":"post","link":"https:\/\/dizainoarkliukas.lt\/?p=8115","title":{"rendered":"AI agentai mokosi nusp\u0117ti, ko nori vartotojai \u2013 prie\u0161 jiems to pra\u0161ydami"},"content":{"rendered":"<p><\/p>\n<div style=\"position:relative;overflow:visible;font-size:1.2em;line-height:1.58\">\n<div class=\"pt-8 pb-10 border-t border-b border-decryptGridline \">\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_83 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Turinys:<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/dizainoarkliukas.lt\/?p=8115\/#Trumpai_tariant\" >Trumpai tariant<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/dizainoarkliukas.lt\/?p=8115\/#Dienos_apzvalga_Naujienlaiskis\" >Dienos ap\u017evalga Naujienlai\u0161kis<\/a><\/li><\/ul><\/nav><\/div>\n<h4 class=\"sc-b2a202e4-4 bNRGqr gg-dark:text-white\" color=\"#333\"><span class=\"ez-toc-section\" id=\"Trumpai_tariant\"><\/span>Trumpai tariant<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li class=\"font-meta-serif-pro font-normal text-lg md:text-xl md:leading-9 tracking-px text-body gg-dark:text-neutral-100\">\u0160anchajaus Jiao Tong universiteto ir Tencento tyr\u0117jai suk\u016br\u0117 ProAct \u2013 AI agent\u0105, skirt\u0105 numatyti galimus vartotoj\u0173 poreikius prie\u0161 vartotojams to papra\u0161ius.<\/li>\n<li class=\"font-meta-serif-pro font-normal text-lg md:text-xl md:leading-9 tracking-px text-body gg-dark:text-neutral-100\">Sistema naudoja prastov\u0105 tarp prane\u0161im\u0173, kad per\u017ei\u016br\u0117t\u0173 ankstesnius pokalbius ir i\u0161 anksto paruo\u0161t\u0173 informacij\u0105.<\/li>\n<li class=\"font-meta-serif-pro font-normal text-lg md:text-xl md:leading-9 tracking-px text-body gg-dark:text-neutral-100\">Tyr\u0117jai teig\u0117, kad \u201eProAct\u201c veik\u0117 geriau nei ankstesn\u0117s aktyvios AI sistemos atliekant etaloninius testus, nors eksperimentuose nebuvo \u012ftraukti tikri vartotojai.<\/li>\n<\/ul>\n<\/div>\n<p><iframe title=\"Spotify Embed: The Decrypt News roundup with TylerD - May 28th\" style=\"border-radius:12px\" width=\"100%\" height=\"152\" frameborder=\"0\" allowfullscreen=\"\" allow=\"autoplay; clipboard-write; encrypted-media; fullscreen; picture-in-picture\" loading=\"lazy\" src=\"https:\/\/open.spotify.com\/embed\/episode\/4PiugOIAyuOxGBpoFZcCnr?si=YwBJc_sSRoKGaa1tzLF68g&amp;utm_source=oembed\"><\/iframe><\/p>\n<p class=\"font-meta-serif-pro scene:font-noto-sans scene:text-base scene:md:text-lg font-normal text-lg md:text-xl md:leading-9 tracking-px text-body gg-dark:text-neutral-100\">\u0160anchajaus Jiao Tong universiteto ir Kinijos technologij\u0173 konglomerato \u201eTencent\u201c mokslininkai teigia suk\u016br\u0119 AI agent\u0105, kuris naudoja tyl\u0173 laik\u0105 tarp pokalbi\u0173, kad nusp\u0117t\u0173, ko vartotojai gali paklausti toliau, ir paruo\u0161ia atsakymus prie\u0161 jiems klausiant.<\/p>\n<p class=\"font-meta-serif-pro scene:font-noto-sans scene:text-base scene:md:text-lg font-normal text-lg md:text-xl md:leading-9 tracking-px text-body gg-dark:text-neutral-100\">Sistema, vadinama ProAct, veikia kitaip nei dauguma AI agent\u0173, kurie laukia, kol vartotojai u\u017eduos klausim\u0105 prie\u0161 atsakydami. Vietoj to, \u201eProAct\u201c naudoja prastov\u0105 tarp prane\u0161im\u0173, kad per\u017ei\u016br\u0117t\u0173 ankstesnius pokalbius ir i\u0161saugot\u0105 vartotojo informacij\u0105, tada fone paruo\u0161ia nauding\u0105 informacij\u0105 prie\u0161 ateinant kitam klausimui.<\/p>\n<p class=\"font-meta-serif-pro scene:font-noto-sans scene:text-base scene:md:text-lg font-normal text-lg md:text-xl md:leading-9 tracking-px text-body gg-dark:text-neutral-100\">\u201eNors dirbtinio intelekto agentai demonstruoja puikias samprotavimo ir \u012franki\u0173 naudojimo galimybes, jie i\u0161lieka i\u0161 esm\u0117s reaktyv\u016bs: jie apskai\u010diuoja atsakymus tik gav\u0119 ai\u0161k\u0173 vartotojo raginim\u0105\u201c, \u2013 ra\u0161\u0117 mokslininkai. \u201e\u0160i paradigma nepaiso kritin\u0117s galimyb\u0117s: tu\u0161\u010diosios eigos laikas tarp s\u0105veik\u0173 i\u0161 esm\u0117s yra \u0161vaistomas, tod\u0117l agentai negali pasiruo\u0161ti b\u016bsimiems vartotoj\u0173 poreikiams.<\/p>\n<p class=\"font-meta-serif-pro scene:font-noto-sans scene:text-base scene:md:text-lg font-normal text-lg md:text-xl md:leading-9 tracking-px text-body gg-dark:text-neutral-100\">Sistema veikia keliais etapais. Pirmasis, vadinamas ateities b\u016bsenos numatymu, numato galimus tolesnius klausimus, analizuodamas ankstesnius pokalbius, vartotojo nuostatas ir tr\u016bkstam\u0105 informacij\u0105.<\/p>\n<p><iframe loading=\"lazy\" style=\"border:0\" src=\"https:\/\/myriad.markets\/embed\/market\/claude-mythos-released-by-june-30\" width=\"100%\" height=\"415px\"><span data-mce-type=\"bookmark\" style=\"display:inline-block;width:0px;overflow:hidden;line-height:0\" class=\"mce_SELRES_start\">\ufeff<\/span><\/iframe><\/p>\n<p class=\"font-meta-serif-pro scene:font-noto-sans scene:text-base scene:md:text-lg font-normal text-lg md:text-xl md:leading-9 tracking-px text-body gg-dark:text-neutral-100\">Antrasis etapas, vadinamas nenaudojamo laiko \u012fsigijimu, nusprend\u017eia, kurias i\u0161 \u0161i\u0173 prognozi\u0173 verta i\u0161tirti, atsi\u017evelgiant \u012f aktualum\u0105, laik\u0105 ir naujos informacijos naudingum\u0105.<\/p>\n<p class=\"font-meta-serif-pro scene:font-noto-sans scene:text-base scene:md:text-lg font-normal text-lg md:text-xl md:leading-9 tracking-px text-body gg-dark:text-neutral-100\">Tada atskira sistema nusprend\u017eia, ar parengt\u0105 informacij\u0105 pateikti, i\u0161saugoti v\u0117lesniam naudojimui, ar saugoti tol, kol prireiks, sukuriant \u201eu\u017edarojo ciklo\u201c sistem\u0105, skirt\u0105 numatyti ir reaguoti \u012f vartotoj\u0173 poreikius.<\/p>\n<p class=\"font-meta-serif-pro scene:font-noto-sans scene:text-base scene:md:text-lg font-normal text-lg md:text-xl md:leading-9 tracking-px text-body gg-dark:text-neutral-100\">\u201ePo kiekvienos pirmojo plano s\u0105veikos agentas atnaujina savo atmint\u012f, numato galimus ateities poreikius, paskirsto tu\u0161\u010diosios eigos skai\u010diavimus vertingiems kandidatams ir nusprend\u017eia, kaip tur\u0117t\u0173 b\u016bti tvarkomas gautas pasiruo\u0161imas\u201c, \u2013 ra\u0161\u0117 jie. \u201e\u0160i formuluot\u0117 susieja numatym\u0105, gavim\u0105 ir pateikim\u0105 su viena strategija, o ne laiko skai\u010diavim\u0105 nenaudojamo laiko apskai\u010diavimu kaip nevar\u017eoma fono paie\u0161ka.<\/p>\n<p class=\"font-meta-serif-pro scene:font-noto-sans scene:text-base scene:md:text-lg font-normal text-lg md:text-xl md:leading-9 tracking-px text-body gg-dark:text-neutral-100\">Tyr\u0117j\u0173 teigimu, \u201eProAct\u201c buvo i\u0161bandytas 200 modeliavim\u0173 40-yje sri\u010di\u0173, \u012fskaitant finansin\u012f planavim\u0105, programin\u0117s \u012frangos i\u0161leidimo valdym\u0105 ir kibernetin\u012f saugum\u0105. Remiantis straipsniu, sistema suma\u017eino pokalbi\u0173 skai\u010di\u0173 14,8%, o tolesni\u0173 u\u017eklaus\u0173 skai\u010dius suma\u017e\u0117jo 11,7%. Lyginant naudojant etalon\u0105, vadinam\u0105 ProActEval, ProAct numat\u0117 703 nusp\u0117jamus vartotoj\u0173 poreikius, palyginti su 32 ankstesn\u0117je sistemoje. Tyr\u0117jai taip pat prane\u0161\u0117, kad haliucinacij\u0173 skai\u010dius suma\u017e\u0117jo 28,1%.<\/p>\n<p class=\"font-meta-serif-pro scene:font-noto-sans scene:text-base scene:md:text-lg font-normal text-lg md:text-xl md:leading-9 tracking-px text-body gg-dark:text-neutral-100\">Tyrimai atliekami kaip savaranki\u0161ki AI agentai, pasklid\u0119 po vis\u0105 technologij\u0173 pramon\u0119, o tokie projektai kaip \u201eOpenClaw\u201c ir \u201eHermes Agent\u201c teikia nuolatinius AI pad\u0117j\u0117jus, galin\u010dius atlikti ilgesnes, savaranki\u0161kesnes u\u017eduotis, tokias kaip kodavimas, planavimas, tyrimai ir darbo eigos automatizavimas, su ma\u017eiau tiesioginio \u017emogaus \u012fna\u0161o.<\/p>\n<p class=\"font-meta-serif-pro scene:font-noto-sans scene:text-base scene:md:text-lg font-normal text-lg md:text-xl md:leading-9 tracking-px text-body gg-dark:text-neutral-100\">Tyrimas taip pat atliktas, kai atskiri mokslininkai anks\u010diau \u0161\u012f m\u0117nes\u012f persp\u0117jo, kad dirbtinio intelekto agentai gali atlikti pavojingas u\u017eduotis nesuprasdami pasekmi\u0173.<\/p>\n<p class=\"font-meta-serif-pro scene:font-noto-sans scene:text-base scene:md:text-lg font-normal text-lg md:text-xl md:leading-9 tracking-px text-body gg-dark:text-neutral-100\">\u201eKaip ir ponas Magoo, \u0161ie agentai \u017eygiuoja \u012f priek\u012f tikslo link visi\u0161kai nesuprasdami savo veiksm\u0173 pasekmi\u0173\u201c, \u2013 prane\u0161ime teig\u0117 pagrindinis autorius Erfanas Shayegani, UC Riverside doktorantas. &#8222;\u0160ie agentai gali b\u016bti labai naudingi, ta\u010diau mums reikia apsaugos priemoni\u0173, nes kartais jie gali teikti pirmenyb\u0119 tikslo pasiekimui, o ne didesniam paveikslui suprasti.&#8221;<\/p>\n<p class=\"font-meta-serif-pro scene:font-noto-sans scene:text-base scene:md:text-lg font-normal text-lg md:text-xl md:leading-9 tracking-px text-body gg-dark:text-neutral-100\">Tyr\u0117jai pripa\u017eino, kad \u201eProAct\u201c tyrimas tur\u0117jo kelet\u0105 apribojim\u0173, \u012fskaitant tai, kad 3% atvej\u0173 sistema pablogino atsakymus, nes buvo pateikta nereik\u0161minga informacija. Straipsnyje taip pat teigiama, kad bet kuriai realaus pasaulio versijai reik\u0117s privatumo apsaugos, nes sistema nuolat analizuoja pokalbius ir saugo vartotojo duomenis.<\/p>\n<p class=\"font-meta-serif-pro scene:font-noto-sans scene:text-base scene:md:text-lg font-normal text-lg md:text-xl md:leading-9 tracking-px text-body gg-dark:text-neutral-100\">\u201eM\u016bs\u0173 biud\u017eeto analiz\u0117 taip pat rodo, kad didesni nenaudojamo laiko \u012fsigijimo biud\u017eetai padidina aktyviojo simbolio s\u0105naudas ir duoda ma\u017e\u0117jan\u010di\u0105 gr\u0105\u017e\u0105\u201c, \u2013 ra\u0161\u0117 jie, \u201etod\u0117l aktyvus skai\u010diavimas yra veikimo ta\u0161ko kompromisas, o ne tai, k\u0105 reikia maksimaliai padidinti\u201c.<\/p>\n<div class=\"my-4 border-b border-decryptGridline\">\n<div class=\"text-start p-8 md:py-12 md:px-12 max-w-prose relative\"><span class=\"border-t-4 border-l-4 w-4 h-4 md:border-t-(6px) md:border-l-(6px) md:w-6 md:h-6 border-decryptPurple dark:border-decryptNeon gg-dark:border-cc-pink-2 absolute top-4 left-4 md:top-6 md:left-6\"\/><span class=\"border-t-4 border-l-4 w-4 h-4 md:border-t-(6px) md:border-l-(6px) md:w-6 md:h-6 border-decryptPurple dark:border-decryptNeon gg-dark:border-cc-pink-2 absolute rotate-180 bottom-4 right-4 md:bottom-6 md:right-6\"\/><\/p>\n<h3 class=\"font-akzidenz-grotesk font-bold text-xl md:text-3xl md:text-center gg-dark:text-white\"><span class=\"ez-toc-section\" id=\"Dienos_apzvalga_Naujienlaiskis\"><\/span>Dienos ap\u017evalga<!-- --> Naujienlai\u0161kis<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Prad\u0117kite kiekvien\u0105 dien\u0105 nuo populiariausi\u0173 naujien\u0173 dabar ir originali\u0173 funkcij\u0173, tinklalaid\u0117s, vaizdo \u012fra\u0161\u0173 ir kt.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<p><a href=\"https:\/\/decrypt.co\/369382\/ai-agents-learning-predict-what-users-want-before-ask\"> Nuoroda \u012f informacijos \u0161altin\u012f <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Trumpai tariant \u0160anchajaus Jiao Tong universiteto ir Tencento tyr\u0117jai suk\u016br\u0117 ProAct \u2013 AI agent\u0105, skirt\u0105 numatyti galimus vartotoj\u0173 poreikius prie\u0161&hellip;<\/p>\n","protected":false},"author":1,"featured_media":8116,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[278],"tags":[7334,10878,10877,1163,6804,10879,555,545],"class_list":["post-8115","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-web3","tag-agentai","tag-jiems","tag-mokosi","tag-nori","tag-nuspeti","tag-prasydami","tag-pries","tag-vartotojai"],"aioseo_notices":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - 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