{"id":166548,"date":"2026-03-27T17:12:55","date_gmt":"2026-03-27T15:12:55","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/greg-kroa-hartman-rasskazal-chto-llm-stali-luchshe-iskat-oshibki"},"modified":"2026-03-27T17:12:55","modified_gmt":"2026-03-27T15:12:55","slug":"greg-kroa-hartman-rasskazal-chto-llm-stali-luchshe-iskat-oshibki","status":"publish","type":"post","link":"https:\/\/prohoster.info\/et\/blog\/news\/greg-kroa-hartman-rasskazal-chto-llm-stali-luchshe-iskat-oshibki","title":{"rendered":"Greg Kroah-Hartman r\u00e4\u00e4kis, et LLM-id on muutunud vigu paremini leidvaks","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

Greg Kroah-Hartman, Hollandi Linuxi arendaja, r\u00e4\u00e4kis The Register'ile haavatavuste aruannete muutustest, mille genereerib \"tehisintellekt\".<\/p>\n

Umbes kuu aega tagasi t\u00f5usis AI genereeritud haavatavuste aruannete kvaliteet j\u00e4rsult. Varem oli suurem osa neist pr\u00fcgi, kuid Kroah-Hartmani arvates ei olnud see tuuma jaoks suur probleem (erinevalt cURL-ist) \u2014 arendajaid on palju ning nad suudavad olukorras toime tulla, lisaks ei muretanud pr\u00fcgi, vaid pigem naerutas. Kuid viimasel kuul on suur osa saadetustest tegelikult kasulik. Ja seda on m\u00e4rgata ka teistes avatud projektides. Miks see nii on, pole selge. Kas t\u00f6\u00f6riistad on paranenud v\u00f5i on inimesed hakanud neid \u00f5igesti kasutama.<\/p>\n

Aruandeid ja pat\u0161e edastavad arendajad hakkavad n\u00fc\u00fcd ausalt t\u00e4histama, mis on AI abil loodud. AI suudab juba praegu genereerida k\u00fcmneid pat\u0161e, kui vea tekkimise tingimused on lihtsad ja kergesti m\u00e4\u00e4ratletavad.<\/p>\n

Kroah-Hartman r\u00e4\u00e4kis Google'i edastatud Sashiko kohta, et neil on vaja t\u00f6\u00f6riista saadetud pat\u0161ide kiireks hindamiseks. Enamik pat\u0161e l\u00e4bib selle juba praegu. Ja see on k\u00f5igile avatud.<\/p>\n

LLM-e hakkasid esimesena kasutama v\u00f5rgu alams\u00fcsteemi ja BPF arendajad. Seej\u00e4rel DRM. Kuid see n\u00f5udis palju ressursse. Google'i t\u00f6\u00f6riistaga on see n\u00fc\u00fcd k\u00f5igile kergesti k\u00e4ttesaadav ning k\u00f5ik toimetavad \u00fcldisesse liidesesse.<\/p>\n

Need kontrollid on \"t\u00e4iendavad\" olemasolevatele, mitte \"l\u00f5plikud\". Need v\u00f5imaldavad kiiremini reageerida arendajatelt saadetud pat\u0161idele. Kroah-Hartman ootab, et AI-raportite ja pat\u0161ide arv hakkab kasvama ning otsib viise nende t\u00f6\u00f6tlemise kiirendamiseks. Kui midagi ei l\u00e4vi automaatset kontrolli, ei pruugi peamine hooldaja sellele t\u00e4helepanu p\u00f6\u00f6rata.<\/p>\n

Kroah-Hartman arvab, et AI on lihtsustanud haavatavuste leidmist ja suurendanud tuuma hooldajate koormust. Seet\u00f5ttu on \u00f5ige, et me kergendame hooldajate t\u00f6\u00f6d AI abil.<\/p>\n

Allikas: linux.org.ru<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

\u0413\u0440\u0435\u0433 \u041a\u0440\u043e\u0430-\u0425\u0430\u0440\u0442\u043c\u0430\u043d (Greg Kroah-Hartman), \u043d\u0438\u0434\u0435\u0440\u043b\u0430\u043d\u0434\u0441\u043a\u0438\u0439 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a Linux, \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u0430\u043b The Register, \u043e\u0431 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f\u0445 \u0432 \u043f\u043e\u0441\u0442\u0443\u043f\u0430\u044e\u0449\u0438\u0445 \u043e\u0442\u0447\u0451\u0442\u0430\u0445 \u043e\u0431 \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u044f\u0445, \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0435\u043c\u044b\u0445 «\u0438\u0441\u043a\u0443\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c \u0438\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u043e\u043c». \u0421 \u043c\u0435\u0441\u044f\u0446 \u043d\u0430\u0437\u0430\u0434 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0418\u0418-\u0448\u043d\u044b\u0445 \u043e\u0442\u0447\u0451\u0442\u043e\u0432 \u043e\u0431 \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u044f\u0445 \u0440\u0435\u0437\u043a\u043e \u043f\u043e\u0432\u044b\u0441\u0438\u043b\u043e\u0441\u044c. \u0420\u0430\u043d\u0435\u0435 \u0431\u043e\u043b\u044c\u0448\u0430\u044f \u0438\u0445 \u0447\u0430\u0441\u0442\u044c \u0431\u044b\u043b\u0430 \u043c\u0443\u0441\u043e\u0440\u043e\u043c, \u043d\u043e \u043f\u043e \u043c\u043d\u0435\u043d\u0438\u044e \u041a\u0440\u043e\u0430-\u0425\u0430\u0440\u0442\u043c\u0430\u043d\u0430 \u044d\u0442\u043e \u043d\u0435 \u0431\u044b\u043b\u043e \u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u043e\u0439 \u0434\u043b\u044f \u044f\u0434\u0440\u0430 (\u0432 \u043e\u0442\u043b\u0438\u0447\u0438\u0435 \u043e\u0442 cURL) \u2014 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432 \u043c\u043d\u043e\u0433\u043e, \u0438 […]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":8,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-166548","post","type-post","status-publish","format-standard","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t\n\t\n\t\n\t\n\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\n","aioseo_head_json":{"title":"\ud83e\udd47Greg Croa-Hartman r\u00e4\u00e4kis, et LLM-id on hakanud vigu paremini otsima | ProHoster","description":"Greg Kroah-Hartman, Hollandi Linuxi arendaja, r\u00e4\u00e4kis The Register'ile muudatustest haavatavuste aruannetes, mida genereerib \"tehisintellekt\". Umbes kuu aega tagasi.","canonical_url":"https:\/\/prohoster.info\/et\/blog\/news\/greg-kroa-hartman-rasskazal-chto-llm-stali-luchshe-iskat-oshibki","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"et_EE","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b","og:type":"article","og:title":"\ud83e\udd47\u0413\u0440\u0435\u0433 \u041a\u0440\u043e\u0430-\u0425\u0430\u0440\u0442\u043c\u0430\u043d \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u0430\u043b, \u0447\u0442\u043e LLM \u0441\u0442\u0430\u043b\u0438 \u043b\u0443\u0447\u0448\u0435 \u0438\u0441\u043a\u0430\u0442\u044c \u043e\u0448\u0438\u0431\u043a\u0438 | ProHoster","og:description":"\u0413\u0440\u0435\u0433 \u041a\u0440\u043e\u0430-\u0425\u0430\u0440\u0442\u043c\u0430\u043d (Greg Kroah-Hartman), \u043d\u0438\u0434\u0435\u0440\u043b\u0430\u043d\u0434\u0441\u043a\u0438\u0439 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a Linux, \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u0430\u043b The Register, \u043e\u0431 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f\u0445 \u0432 \u043f\u043e\u0441\u0442\u0443\u043f\u0430\u044e\u0449\u0438\u0445 \u043e\u0442\u0447\u0451\u0442\u0430\u0445 \u043e\u0431 \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u044f\u0445, \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0435\u043c\u044b\u0445 \u00ab\u0438\u0441\u043a\u0443\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c \u0438\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u043e\u043c\u00bb. \u0421 \u043c\u0435\u0441\u044f\u0446 \u043d\u0430\u0437\u0430\u0434.","og:url":"https:\/\/prohoster.info\/et\/blog\/news\/greg-kroa-hartman-rasskazal-chto-llm-stali-luchshe-iskat-oshibki","og:image":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:secure_url":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:width":350,"og:image:height":350,"article:published_time":"2026-03-27T15:12:55+00:00","article:modified_time":"2026-03-27T15:12:55+00:00","article:publisher":"https:\/\/www.facebook.com\/prohoster","article:author":"https:\/\/www.facebook.com\/prohoster"},"aioseo_meta_data":[],"gt_translate_keys":[{"key":"link","format":"url"}],"_links":{"self":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/posts\/166548","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/comments?post=166548"}],"version-history":[{"count":0,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/posts\/166548\/revisions"}],"wp:attachment":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/media?parent=166548"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/categories?post=166548"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/tags?post=166548"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}