{"id":68730,"date":"2023-10-01T10:33:07","date_gmt":"2023-10-01T10:33:07","guid":{"rendered":"https:\/\/www.zaptest.com\/hvetja-verkfraedi-i-sjalfvirkni-hugbunadar"},"modified":"2023-10-01T10:42:37","modified_gmt":"2023-10-01T10:42:37","slug":"hvetja-verkfraedi-i-sjalfvirkni-hugbunadar","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/is\/hvetja-verkfraedi-i-sjalfvirkni-hugbunadar","title":{"rendered":"Hvetja verkfr\u00e6\u00f0i \u00ed sj\u00e1lfvirkni hugb\u00fana\u00f0ar"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">ChatGPT, Bard og \u00f6nnur \u00e1berandi st\u00f3rm\u00e1lsl\u00edk\u00f6n (LLM) hafa r\u00e1\u00f0i\u00f0 r\u00edkjum \u00ed fr\u00e9ttastraumum okkar s\u00ed\u00f0astli\u00f0i\u00f0 \u00e1r. Og \u00fea\u00f0 me\u00f0 r\u00e9ttu. \u00deessi spennandi t\u00e6kni veitir okkur inns\u00fdn \u00ed framt\u00ed\u00f0ina, kraftinn og m\u00f6guleika gervigreindar.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00de\u00f3 a\u00f0 miki\u00f0 af spennu almennings hafi sn\u00faist um a\u00f0 b\u00faa til texta, myndir og myndband, \u00fe\u00e1 er h\u00e6gt a\u00f0 nota \u00feessi verkf\u00e6ri \u00ed fullt af \u00f6\u00f0rum greinum, eins og sj\u00e1lfvirkni hugb\u00fana\u00f0ar.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00deessi grein mun virka sem dj\u00fapt kafa \u00ed hvernig skj\u00f3t verkfr\u00e6\u00f0i getur hj\u00e1lpa\u00f0 okkur me\u00f0 sj\u00e1lfvirkni hugb\u00fana\u00f0ar. Hins vegar \u00e6tti fyrsta vi\u00f0komuh\u00f6fn okkar a\u00f0 vera athugun \u00e1 tafarlausri verkfr\u00e6\u00f0inni sj\u00e1lfri.<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/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: #b90000;color:#b90000\" 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: #b90000;color:#b90000\" 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 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.zaptest.com\/is\/hvetja-verkfraedi-i-sjalfvirkni-hugbunadar\/#Hvad_er_hvetja_verkfraedi\" >Hva\u00f0 er hvetja verkfr\u00e6\u00f0i?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.zaptest.com\/is\/hvetja-verkfraedi-i-sjalfvirkni-hugbunadar\/#Hvernig_er_haegt_ad_hvetja_verkfraedi_hjalp\" >Hvernig er h\u00e6gt a\u00f0 hvetja verkfr\u00e6\u00f0i hj\u00e1lp<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.zaptest.com\/is\/hvetja-verkfraedi-i-sjalfvirkni-hugbunadar\/#med_sjalfvirkni_hugbunadar\" >me\u00f0 sj\u00e1lfvirkni hugb\u00fana\u00f0ar?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.zaptest.com\/is\/hvetja-verkfraedi-i-sjalfvirkni-hugbunadar\/#1_Kodi_myndadur\" >#1. K\u00f3\u00f0i mynda\u00f0ur<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.zaptest.com\/is\/hvetja-verkfraedi-i-sjalfvirkni-hugbunadar\/#2_Umbreyting_omotadra_gagna\" >#2. Umbreyting \u00f3m\u00f3ta\u00f0ra gagna<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.zaptest.com\/is\/hvetja-verkfraedi-i-sjalfvirkni-hugbunadar\/#3_Profa_sjalfvirkni\" >#3. Pr\u00f3fa sj\u00e1lfvirkni<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.zaptest.com\/is\/hvetja-verkfraedi-i-sjalfvirkni-hugbunadar\/#Lokahugsanir\" >Lokahugsanir<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Hvad_er_hvetja_verkfraedi\"><\/span><strong>Hva\u00f0 er hvetja verkfr\u00e6\u00f0i?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">St\u00f3r tungum\u00e1lal\u00edk\u00f6n eins og ChatGPT framlei\u00f0a framlei\u00f0sla bygg\u00f0 \u00e1 lei\u00f0beiningum e\u00f0a setningum sem vi\u00f0 veitum \u00feeim. Hins vegar eru ni\u00f0urst\u00f6\u00f0urnar mj\u00f6g mismunandi eftir or\u00f0um e\u00f0a lei\u00f0beiningum sem vi\u00f0 notum. \u00deegar vi\u00f0 setjum inn \u00f3lj\u00f3sar og \u00f3n\u00e1kv\u00e6mar lei\u00f0beiningar g\u00e6ti framlei\u00f0slan ekki hitt \u00ed mark.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Hvetja verkfr\u00e6\u00f0i v\u00edsar til yfirvega\u00f0rar h\u00f6nnunar inntaks sem hj\u00e1lpar til vi\u00f0 a\u00f0 f\u00e1 fram n\u00e1kv\u00e6mara, n\u00e1kv\u00e6mara og a\u00f0 lokum noth\u00e6ft efni fr\u00e1 \u00feessum spennandi gervigreindarkerfum.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Large Language Model (LLM) kerfi nota n\u00e1tt\u00farulega m\u00e1lvinnslu (NLP) til a\u00f0 t\u00falka fullyr\u00f0ingarnar sem vi\u00f0 gefum \u00feeim. V\u00e9larnar breyta \u00feessum spurningum e\u00f0a lei\u00f0beiningum (\u00fe.e. lei\u00f0beiningum) \u00ed k\u00f3\u00f0a og keyra \u00fe\u00e6r \u00ed gegnum mikla gagnageymslur s\u00ednar til a\u00f0 framlei\u00f0a efni \u00e1 hva\u00f0a sni\u00f0i sem vi\u00f0 tilgreinum (\u00fe.e. texta, myndir, k\u00f3\u00f0a).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">ChatGPT var \u00fej\u00e1lfa\u00f0 \u00e1 yfir<\/span><a href=\"https:\/\/www.sciencefocus.com\/future-technology\/gpt-3\"><br \/>\n  <span style=\"font-weight: 400;\"> 570 GB af g\u00f6gnum<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">. N\u00e1msefni\u00f0 samanstendur af b\u00f3kum, greinum, veftextum og svo framvegis. Me\u00f0 \u00f6\u00f0rum or\u00f0um, \u00feessi gagnas\u00f6fn innihalda \u00f3l\u00fdsanlega mikla \u00feekkingu.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00de\u00f3 a\u00f0 vi\u00f0 skiljum ferli\u00f0, \u00fe\u00e1 gerist margt af \u00fev\u00ed sem gerist undir h\u00faddi \u00feessara kerfa \u00far augs\u00fdn okkar. J\u00fa, vi\u00f0 stj\u00f3rnum inntakum og \u00fattaki og \u00fej\u00e1lfum kerfi\u00f0, en n\u00e1kv\u00e6mlega hvernig \u00feessi reiknirit virka og taka \u00e1kvar\u00f0anir er enn r\u00e1\u00f0g\u00e1ta. Me\u00f0 or\u00f0um Sam Bowman, AI pr\u00f3fessors vi\u00f0 New York University,<\/span><a href=\"https:\/\/www.vox.com\/unexplainable\/2023\/7\/15\/23793840\/chat-gpt-ai-science-mystery-unexplainable-podcast\"><span style=\"font-weight: 400;\">  &#8222;Vi\u00f0 bygg\u00f0um \u00fea\u00f0, vi\u00f0 \u00fej\u00e1lfu\u00f0um \u00fea\u00f0, en vi\u00f0 vitum ekki hva\u00f0 \u00fea\u00f0 er a\u00f0 gera.&#8220;<\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Skj\u00f3t verkfr\u00e6\u00f0i hj\u00e1lpar okkur a\u00f0 stj\u00f3rna \u00feeirri ringulrei\u00f0 me\u00f0 \u00fev\u00ed a\u00f0 nota framlei\u00f0sla sem skilar fyrirsj\u00e1anlegum og noth\u00e6fum \u00e1rangri. \u00deeir bj\u00f3\u00f0a okkur lei\u00f0 til a\u00f0 opna miki\u00f0 magn \u00feekkingar \u00ed \u00feessum forritum.  <\/span><a href=\"https:\/\/tech.eu\/2023\/06\/09\/the-hot-new-job-that-pays-six-figures-ai-prompt-engineering\/#:~:text=The%20World%20Economic%20Forum%20(WEF,those%20roles%20is%20prompt%20engineering.\"><span style=\"font-weight: 400;\">Fr\u00e6\u00f0igreinin er a\u00f0 koma fram sem n\u00fdr starfsferill<\/span><\/p>\n<p><\/a>, \u00fear sem <span style=\"font-weight: 400;\">n\u00e1mskei\u00f0 spretta upp alls sta\u00f0ar \u00fear sem fyrirt\u00e6ki finna \u00fat hvernig \u00feau geta n\u00fdtt \u00feessa \u00f6flugu t\u00e6kni. <\/span> <\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Hvernig_er_haegt_ad_hvetja_verkfraedi_hjalp\"><\/span><strong>Hvernig er h\u00e6gt a\u00f0 hvetja verkfr\u00e6\u00f0i hj\u00e1lp  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"med_sjalfvirkni_hugbunadar\"><\/span><strong>me\u00f0 sj\u00e1lfvirkni hugb\u00fana\u00f0ar?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"0e0d0d\" data-has-transparency=\"false\" style=\"--dominant-color: #0e0d0d;\" decoding=\"async\" class=\"aligncenter wp-image-68719 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-1024x683.webp\" alt=\"Notkun CHATCPG fyrir \u00fdmis sj\u00e1lfvirkni hugb\u00fana\u00f0ar og RPA verkefni\" width=\"518\" height=\"345\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-jpeg.webp 1920w\" sizes=\"(max-width: 518px) 100vw, 518px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Sj\u00e1lfvirkni hugb\u00fana\u00f0ar og LLM eiga margt sameiginlegt. B\u00e1\u00f0ir bj\u00f3\u00f0a \u00feeir upp \u00e1 inns\u00fdn \u00ed framt\u00ed\u00f0 \u00fear sem v\u00e9lar munu auka sk\u00f6punarg\u00e1fu manna til a\u00f0 skapa hra\u00f0ari og afkastameiri vinnusta\u00f0i.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00dea\u00f0 eru nokkur spennandi svi\u00f0 \u00fear sem b\u00e1\u00f0ar \u00feessar t\u00e6kni geta runni\u00f0 saman. H\u00e9r eru \u00ferj\u00e1r lei\u00f0ir sem vi\u00f0 getum nota\u00f0 skj\u00f3ta verkfr\u00e6\u00f0i \u00ed sj\u00e1lfvirkni hugb\u00fana\u00f0ar.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"1_Kodi_myndadur\"><\/span><strong>#1. K\u00f3\u00f0i mynda\u00f0ur<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img data-dominant-color=\"606060\" data-has-transparency=\"false\" style=\"--dominant-color: #606060;\" decoding=\"async\" class=\"aligncenter wp-image-67409 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/tcoe-2-683x1024.webp\" alt=\"b\u00faa til k\u00f3\u00f0a me\u00f0 skj\u00f3tri verkfr\u00e6\u00f0i \u00ed sj\u00e1lfvirkni pr\u00f3fa\" width=\"312\" height=\"468\"><\/p>\n<p><span style=\"font-weight: 400;\">A\u00f0 skrifa k\u00f3\u00f0a er eitt efnilegasta forrit st\u00f3rra tungum\u00e1lal\u00edkana. AI LLM eru \u00e1 barnsaldri. \u00c1 n\u00e6stu \u00e1rum \u00e6tti \u00feessi t\u00e6kni a\u00f0 batna eftir \u00fev\u00ed sem meira fj\u00e1rmagn b\u00e6tist vi\u00f0 b\u00e6\u00f0i t\u00f6lvuvinnslu og \u00fej\u00e1lfun.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Til lengri t\u00edma liti\u00f0 g\u00e6tu \u00feessar framfarir s\u00e9\u00f0 gervigreind skrifa heil forrit me\u00f0 takmarka\u00f0ri e\u00f0a engri mannlegri \u00edhlutun. Hins vegar, \u00ed bili, hafa LLM nokkrar takmarkanir. G\u00e6\u00f0i framlei\u00f0slu LLM-k\u00f3\u00f0unar fer a\u00f0allega eftir g\u00e6\u00f0um a\u00f0fanga. Rusl inn, rusl \u00fat, eins og sagt er.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Au\u00f0vita\u00f0 er \u00fea\u00f0 ekki bara \u00e1rangursr\u00edk hvetja verkfr\u00e6\u00f0i sem virkar sem vegat\u00e1lmi.  <\/span><span style=\"font-weight: 400;\">Eins og lagt er til \u00ed  <\/span><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC10339472\/\"><span style=\"font-weight: 400;\">ChatGPT og st\u00f3r tungum\u00e1lam\u00f3del \u00ed fr\u00e6\u00f0asamf\u00e9laginu: t\u00e6kif\u00e6ri og \u00e1skoranir<\/span><\/a><span style=\"font-weight: 400;\">  (Meyer, 2023), &#8222;Eins og er er l\u00edklegra a\u00f0 ChatGPT n\u00e1i \u00e1rangri \u00ed a\u00f0 skrifa sm\u00e6rri k\u00f3\u00f0akubba n\u00e1kv\u00e6mlega, en \u00e1rei\u00f0anleiki \u00feess vi\u00f0 a\u00f0 skrifa st\u00e6rri \/ fl\u00f3knari forrit (td hugb\u00fana\u00f0arpakka) er vafasamur.&#8220;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ennfremur, \u00ed n\u00fdlegri grein \u00ed t\u00edmaritinu Nature, v\u00f6ru\u00f0u sumir t\u00f6lvunarfr\u00e6\u00f0ingar vi\u00f0 \u00fev\u00ed a\u00f0 vi\u00f0 \u00e6ttum a\u00f0 n\u00e1lgast k\u00f3\u00f0a kynsl\u00f3\u00f0 me\u00f0 LLM me\u00f0 nokkurri var\u00fa\u00f0. \u00d6nnur samt\u00edmagrein,  <\/span><a href=\"https:\/\/arxiv.org\/abs\/2303.11455\"><br \/>\n  <span style=\"font-weight: 400;\">St\u00f3r tungum\u00e1lal\u00edk\u00f6n og einfaldar, heimskulegar villur <\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">(Jesse, 2023), s\u00fdndu hvernig vins\u00e6ll LLM, Codex, sem er nota\u00f0ur af s\u00f6lua\u00f0ilanum Copilot, framlei\u00f0ir &#8222;\u00feekkta, or\u00f0r\u00e9tta SStuBs allt a\u00f0 2x eins l\u00edklegt og \u00feekkt, or\u00f0r\u00e9ttur r\u00e9ttur k\u00f3\u00f0i. <\/span> <\/p>\n<p><span style=\"font-weight: 400;\">\u00de\u00f3 a\u00f0 ekki s\u00e9 h\u00e6gt a\u00f0 hunsa \u00feessi vandam\u00e1l, \u00fe\u00e1 er enn mikil r\u00e9ttl\u00e6tanleg spenna um hvernig \u00feessi forrit geta hj\u00e1lpa\u00f0 til vi\u00f0 a\u00f0 l\u00fd\u00f0r\u00e6\u00f0isv\u00e6\u00f0a hugb\u00fana\u00f0ar\u00fer\u00f3un me\u00f0 \u00fev\u00ed a\u00f0 sty\u00f0ja t\u00e6knileg og ekki t\u00e6knileg teymi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kannski er \u00fea\u00f0 \u00e1hrifamesta sem \u00fearf a\u00f0 hafa \u00ed huga a\u00f0 verkf\u00e6ri eins og ChatGPT geta framleitt hagn\u00fdtan k\u00f3\u00f0a mj\u00f6g flj\u00f3tt. Me\u00f0 r\u00e9ttri hvetja geta verkfr\u00e6\u00f0ingar dregi\u00f0 \u00far \u00feeim t\u00edma sem \u00fea\u00f0 tekur a\u00f0 forrita \u00e1kve\u00f0nar tegundir k\u00f3\u00f0a, sem tryggir hra\u00f0ari l\u00edft\u00edma hugb\u00fana\u00f0ar\u00fer\u00f3unar.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00cd lok \u00e1rs 2022 banna\u00f0i vins\u00e6la forritunarmi\u00f0st\u00f6\u00f0in <\/span><a href=\"https:\/\/www.theverge.com\/2022\/12\/5\/23493932\/chatgpt-ai-generated-answers-temporarily-banned-stack-overflow-llms-dangers\"><br \/>\n  <span style=\"font-weight: 400;\">Stack Overflow gervigreind <\/span><br \/>\n<\/a> <span style=\"font-weight: 400;\">sv\u00f6r \u00e1 vettvangi s\u00ednum. \u00deeir vitnu\u00f0u \u00ed h\u00e1tt villuhlutfall og \u00f3n\u00e1kv\u00e6mni sem tengist forritinu. Hins vegar er t\u00e6knin \u00e1 byrjunarstigi; ennfremur \u00e1 \u00f3\u00e1n\u00e6gjan me\u00f0 framlei\u00f0slu gervigreindar jafn miki\u00f0 a\u00f0 \u00feakka l\u00e9legri skj\u00f3tri verkfr\u00e6\u00f0i og t\u00e6kninni sj\u00e1lfri.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00der\u00e1tt fyrir efasemdir um t\u00e6knina, <\/span><a href=\"https:\/\/www.mckinsey.com\/featured-insights\/mckinsey-explainers\/what-is-prompt-engineering\"><br \/>\n  <span style=\"font-weight: 400;\">n\u00fdleg grein eftir McKinsey<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  varpar lj\u00f3si \u00e1 \u00feau \u00e1hrif sem skj\u00f3t verkfr\u00e6\u00f0i hefur n\u00fa \u00feegar \u00ed heimi forritunar. R\u00e1\u00f0gjafafyrirt\u00e6ki\u00f0  <\/span><a href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai-in-2023-generative-ais-breakout-year\"><span style=\"font-weight: 400;\">Sta\u00f0a gervigreindar \u00e1ri\u00f0 2023: Brota\u00e1r generative AI<\/span><\/a><span style=\"font-weight: 400;\">  deildi tveimur \u00e1hugaver\u00f0um straumum. \u00cd fyrsta lagi eru 7% stofnana sem hafa fj\u00e1rfest \u00ed gervigreind a\u00f0 r\u00e1\u00f0a skj\u00f3ta verkfr\u00e6\u00f0inga. \u00cd \u00f6\u00f0ru lagi hafa fyrirt\u00e6ki sem nota gervigreind dregi\u00f0 \u00far gervigreindartengdum hugb\u00fana\u00f0arverkfr\u00e6\u00f0ihlutverkum \u00far 38% \u00ed 28%.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ein lei\u00f0 til a\u00f0 t\u00falka \u00feessa \u00fer\u00f3un er a\u00f0 fyrirt\u00e6ki eru \u00e1n\u00e6g\u00f0 me\u00f0 \u00feessa uppsetningu og tilb\u00fain a\u00f0 afhenda sj\u00e1lfvirkni hugb\u00fana\u00f0ar \u00ed v\u00e9lar s\u00ednar. \u00de\u00f3 a\u00f0 \u00feessar t\u00f6lur g\u00e6tu komi\u00f0 n\u00faverandi verkfr\u00e6\u00f0ingum \u00e1 \u00f3vart, bendir McKinsey k\u00f6nnunin til \u00feess a\u00f0 &#8222;a\u00f0eins 8 pr\u00f3sent segja a\u00f0 vinnuafli \u00feeirra muni minnka um meira en fimmtung.&#8220; \u00c1 heildina liti\u00f0 munu verkfr\u00e6\u00f0ingar l\u00edklega \u00feurfa a\u00f0 endurkunna sig til a\u00f0 n\u00fdta s\u00e9r \u00fer\u00f3unina \u00ed \u00e1tt a\u00f0 sj\u00e1lfvirkni hugb\u00fana\u00f0ar sem myndast af gervigreind.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ein auglj\u00f3s ums\u00f3kn um sj\u00e1lfvirkni hugb\u00fana\u00f0ar sem myndast af gervigreind felur \u00ed s\u00e9r a\u00f0 b\u00faa til sj\u00e1lfvirkni v\u00e9lmenni. Hins vegar, \u00fe\u00f3 a\u00f0 skj\u00f3t verkfr\u00e6\u00f0i s\u00e9 a\u00f0 \u00fev\u00ed er vir\u00f0ist notendav\u00e6nt vi\u00f0m\u00f3t \u00fe\u00f6kk s\u00e9 \u00e1herslu sinni \u00e1 samtal, \u00e1 eftir a\u00f0 koma \u00ed lj\u00f3s hvort \u00fea\u00f0 getur komi\u00f0 \u00ed veg fyrir n\u00faverandi lausnir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00c1 margan h\u00e1tt hefur hugb\u00fana\u00f0ur eins og <a href=\"https:\/\/www.zaptest.com\/\">ZAPTEST<\/a> \u00feegar l\u00fd\u00f0r\u00e6\u00f0islegt sj\u00e1lfvirkni hugb\u00fana\u00f0armarka\u00f0arins. Verkf\u00e6ri \u00e1n k\u00f3\u00f0a eru h\u00e9r n\u00fana sem gera \u00f3t\u00e6knilegum teymum kleift a\u00f0 sm\u00ed\u00f0a<a href=\"https:\/\/www.zaptest.com\/rpa\"> h\u00e1g\u00e6\u00f0a RPA<\/a> v\u00e9lmenni. \u00de\u00f3 a\u00f0 hugb\u00fana\u00f0ur eins og ChatGPT geti sm\u00ed\u00f0a\u00f0 v\u00e9lmenni, g\u00e6ti framkv\u00e6md og vi\u00f0hald reynst erfi\u00f0ur fyrir alla sem eru ekki hugb\u00fana\u00f0arverkfr\u00e6\u00f0ingur og jafnvel \u00fe\u00e1 sem eru \u00fea\u00f0.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A\u00f0 taka upp samskipti manna og t\u00f6lvu fr\u00e1 GUI og umbreyta \u00feessum hreyfingum \u00ed k\u00f3\u00f0a er mun notendav\u00e6nni en a\u00f0 nota lei\u00f0beiningar. \u00deegar \u00fea\u00f0 er tengt vi\u00f0 m\u00f6guleika LLM til a\u00f0 framlei\u00f0a \u00f3st\u00f6\u00f0ugan og villustr\u00e1\u00f0an k\u00f3\u00f0a er sanngjarnt a\u00f0 segja a\u00f0 RPA hugb\u00fana\u00f0ur er ekki a\u00f0 fara neitt \u00ed fyrirsj\u00e1anlegri framt\u00ed\u00f0.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"2_Umbreyting_omotadra_gagna\"><\/span><strong>#2. Umbreyting \u00f3m\u00f3ta\u00f0ra gagna<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-56614\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/03\/checklist-uat-1024x683.jpeg\" alt=\"g\u00e1tlisti uat, pr\u00f3funart\u00e6ki fyrir vefforrit, sj\u00e1lfvirkni og fleira\" width=\"572\" height=\"381\"><\/p>\n<p><span style=\"font-weight: 400;\">\u00d3m\u00f3tu\u00f0 g\u00f6gn eru ekki sterk f\u00f6t <a href=\"https:\/\/www.zaptest.com\/a-complete-guide-to-robotic-process-automation-rpa\">Robotic Process Automation<\/a>. T\u00e6knin var ekki sm\u00ed\u00f0u\u00f0 til a\u00f0 takast \u00e1 vi\u00f0 hluti eins og t\u00f6lvup\u00f3st, myndir, hlj\u00f3\u00f0 og fleira. RPA verkf\u00e6ri \u00feurfa fyrirfram skilgreind gagnal\u00edk\u00f6n me\u00f0 skipul\u00f6g\u00f0u skipulagi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">St\u00f3r hluti \u00f3m\u00f3ta\u00f0ra gagna felur \u00ed s\u00e9r n\u00e1tt\u00farulegan tungum\u00e1latexta. St\u00f3r tungum\u00e1lal\u00edk\u00f6n eru bygg\u00f0 til a\u00f0 &#8222;skilja&#8220; \u00feessar uppl\u00fdsingar og draga merkingarfr\u00e6\u00f0ilega merkingu \u00far \u00feeim. Sem sl\u00edkt skapar \u00feetta t\u00f6luvert t\u00e6kif\u00e6ri fyrir teymi sem vilja t\u00falka \u00feessa texta og breyta \u00feeim \u00ed sni\u00f0 sem RPA verkf\u00e6ri sam\u00feykkja.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u00f6rg teymi hafa nota\u00f0 n\u00e1tt\u00farulega m\u00e1lvinnslu (NLP) \u00ed m\u00f6rg \u00e1r til a\u00f0 hj\u00e1lpa \u00feeim vi\u00f0 vi\u00f0horfagreiningu. \u00deetta ferli, einnig \u00feekkt sem sko\u00f0anan\u00e1m, hj\u00e1lpar stofnunum a\u00f0 fylgjast me\u00f0 tilfinningum og vi\u00f0horfum neytenda til v\u00f6rumerkja. \u00cd flestum tilfellum eru \u00feessi verkf\u00e6ri notu\u00f0 til a\u00f0 greina j\u00e1kv\u00e6\u00f0, neikv\u00e6\u00f0 og hlutlaus vi\u00f0horf innan texta. Hins vegar er t\u00e6knin f\u00e6r um mun n\u00e1kv\u00e6mari tilfinningalega uppg\u00f6tvun l\u00edka.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00de\u00f3 a\u00f0 \u00fea\u00f0 s\u00e9u nokkur t\u00e6ki \u00e1 marka\u00f0num sem bj\u00f3\u00f0a upp \u00e1 \u00feessa virkni, \u00fe\u00e1 veitir LLM lei\u00f0 til fj\u00f6lh\u00e6fari notkunar umfram skilning \u00e1 \u00fev\u00ed hva\u00f0 f\u00f3lki finnst um v\u00f6ru e\u00f0a \u00fej\u00f3nustu. Til d\u00e6mis hafa gagnagreiningar sprungi\u00f0 \u00ed vins\u00e6ldum undanfarin \u00e1r. Big Data veitir fyrirt\u00e6kjum forskot me\u00f0 \u00fev\u00ed a\u00f0 leyfa \u00feeim a\u00f0 \u00f6\u00f0last inns\u00fdn og skilning sem hj\u00e1lpar til vi\u00f0 gagnadrifna \u00e1kvar\u00f0anat\u00f6ku.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Robotic Process Automation verkf\u00e6ri geta hj\u00e1lpa\u00f0 til vi\u00f0 a\u00f0 safna g\u00f6gnum. Hins vegar, eins og vi\u00f0 nefndum h\u00e9r a\u00f0 ofan, gl\u00edma \u00feeir vi\u00f0 \u00e1kve\u00f0nar tegundir uppl\u00fdsinga. Hins vegar, \u00feegar \u00fea\u00f0 er para\u00f0 vi\u00f0 gervigreindarverkf\u00e6ri sem nota st\u00f3r tungum\u00e1lal\u00edk\u00f6n, getur RPA safna\u00f0 miklu magni gagna og nota\u00f0 \u00feau til a\u00f0 b\u00faa til uppl\u00fdsingarnar sem eru nau\u00f0synlegar fyrir vi\u00f0skiptagreindarverkf\u00e6ri (BI).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Einn af meira spennandi \u00fe\u00e1ttum Generative AI er h\u00e6fni \u00feess til a\u00f0 skilja inntak gagna. Me\u00f0 r\u00e9ttri hvetjandi verkfr\u00e6\u00f0i geta teymi breytt \u00feessum g\u00f6gnum \u00ed sni\u00f0 sem hentar RPA verkf\u00e6rum \u00feeirra.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA getur hj\u00e1lpa\u00f0 til vi\u00f0 a\u00f0 gera verkfl\u00e6\u00f0i Big Data skilvirkari. Til a\u00f0 byrja me\u00f0 getur\u00f0u nota\u00f0 \u00fea\u00f0 til a\u00f0 hj\u00e1lpa b\u00e6\u00f0i vi\u00f0 innsl\u00e1tt og \u00fatdr\u00e1tt gagna. Hins vegar eru kannski ver\u00f0m\u00e6tustu og forvitnilegustu notkunartilvikin a\u00f0 nota RPA verkf\u00e6ri til a\u00f0 umbreyta, hreinsa og hla\u00f0a g\u00f6gnum e\u00f0a tryggja a\u00f0 gagnaflutningur gangi hratt, skilvirkt og n\u00e1kv\u00e6mlega.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Anna\u00f0 mikilv\u00e6gt atri\u00f0i sem \u00fearf a\u00f0 hafa \u00ed huga er stj\u00f3rnun gagna. Sj\u00e1lfvirkar gagnabei\u00f0nir hj\u00e1lpa fyrirt\u00e6kjum a\u00f0 fylgja reglum og halda g\u00f6gnum fr\u00e1 verkaf\u00f3lki.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"3_Profa_sjalfvirkni\"><\/span><strong>#3. Pr\u00f3fa sj\u00e1lfvirkni<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img alt=\"Top 30 Most Popular RPA (robotic process automation) Tools &amp; Software\" alt=\"Top 30 Most Popular RPA (robotic process automation) Tools &amp; Software\" decoding=\"async\" class=\"aligncenter size-large wp-image-51170\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/01\/zaptest-1-1024x512.gif\" alt=\"\" width=\"1024\" height=\"512\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/01\/zaptest-1-980x490.gif 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/01\/zaptest-1-480x240.gif 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.zaptest.com\/a-complete-guide-to-software-testing-automation\">Test Automation<\/a> hefur teki\u00f0 flugi\u00f0 \u00ed hugb\u00fana\u00f0ar\u00fer\u00f3unarhringjum vegna \u00feess a\u00f0 \u00fea\u00f0 veitir hra\u00f0ari lei\u00f0 til a\u00f0 sannreyna hugb\u00fana\u00f0. Pr\u00f3fanir og g\u00e6\u00f0atrygging hafa jafnan veri\u00f0 d\u00fdr og t\u00edmafrek ferli; Pr\u00f3f sj\u00e1lfvirkni veitir lausn \u00e1 b\u00e1\u00f0um \u00feessum \u00e1skorunum.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Eitt af \u00fev\u00ed fyrsta sem hvetja verkfr\u00e6\u00f0i getur gert er a\u00f0 b\u00e6ta g\u00e6\u00f0i pr\u00f3funartilvika. Me\u00f0 r\u00e9ttum lei\u00f0beiningum, \u00feessar v\u00e9lar geta greint pr\u00f3funartilvik og greint vandam\u00e1l og \u00farr\u00e6\u00f0i. \u00deetta ferli getur auki\u00f0 umfang pr\u00f3funartilvika og leitt til umfangsmeiri pr\u00f3fa.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Til d\u00e6mis er h\u00e6gt a\u00f0 f\u00e6\u00f0a st\u00f3ran tungum\u00e1lal\u00edkanak\u00f3\u00f0a \u00e1 svipa\u00f0an h\u00e1tt og \u00fe\u00fa g\u00e6tir veri\u00f0 mannlegur gagnr\u00fdnandi. \u00deessar v\u00e9lar geta flj\u00f3tt keyrt \u00ed gegnum k\u00f3\u00f0ann og komi\u00f0 auga \u00e1 villur, villur og jafnvel greint frammist\u00f6\u00f0uvandam\u00e1l. Kannski forvitnilegra, LLM bj\u00f3\u00f0a einnig upp \u00e1 m\u00f6guleika \u00e1 a\u00f0 kl\u00e1ra k\u00f3\u00f0a pr\u00f3fm\u00e1ls \u00far a\u00f0eins b\u00fatum og fl\u00fdta fyrir stofnun pr\u00f3ftilvika.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Hvetja verkfr\u00e6\u00f0i mi\u00f0ar a\u00f0 \u00fev\u00ed a\u00f0 takast \u00e1 vi\u00f0 m\u00f6rg af \u00feeim m\u00e1lum sem hafa kn\u00fai\u00f0 fram tilkomu <a href=\"https:\/\/www.zaptest.com\/what-is-agile-testing-process-life-cycle-methods-implementation\">Agile\/DevOps<\/a> n\u00e1lgunar vi\u00f0 hugb\u00fana\u00f0ar\u00fer\u00f3un. Verkfr\u00e6\u00f0ingar vilja skilvirk, au\u00f0veldlega endurtekin pr\u00f3f sem geta komi\u00f0 auga \u00e1 vandam\u00e1l \u00e1\u00f0ur en ums\u00f3knum er beitt. Hugmyndin h\u00e9r er s\u00fa a\u00f0 me\u00f0 \u00fev\u00ed a\u00f0 losa um t\u00edma geta hugb\u00fana\u00f0arframlei\u00f0endur einbeitt s\u00e9r a\u00f0 skapandi og gildisdrifnari verkefnum.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Eins og l\u00fdst er \u00ed klass\u00edskri ritger\u00f0, <\/span><a href=\"https:\/\/www.researchgate.net\/publication\/254034665_Technical_Debt_in_Test_Automation\"><br \/>\n  <span style=\"font-weight: 400;\">T\u00e6knilegar skuldir \u00ed Test Automation<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  (K. Wiklund, 2012), hugb\u00fana\u00f0ar\u00fer\u00f3unarteymi geta lent \u00ed vandr\u00e6\u00f0um ef \u00feau ey\u00f0a of miklum t\u00edma \u00ed handvirkar pr\u00f3fanir og sannpr\u00f3fun \u00e1 hugb\u00fana\u00f0i s\u00ednum. Stofnkostna\u00f0ur vi\u00f0 sj\u00e1lfvirknilausnir pr\u00f3fa, skortur \u00e1 sj\u00e1lfvirknireynslu og jafnvel val \u00e1 eldri a\u00f0fer\u00f0um getur stu\u00f0la\u00f0 a\u00f0 \u00feessum h\u00e6gagangi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Einn \u00e1hugaver\u00f0asti \u00fe\u00e1tturinn \u00ed Agile hugb\u00fana\u00f0ar\u00fer\u00f3un felur \u00ed s\u00e9r <\/span><a href=\"https:\/\/scaledagileframework.com\/behavior-driven-development\/\"><br \/>\n  <span style=\"font-weight: 400;\">heg\u00f0unardrifna \u00fer\u00f3un (BDD).<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  Hugmyndin v\u00edsar til \u00feess a\u00f0 \u00fer\u00f3a hugb\u00fana\u00f0 me\u00f0 v\u00e6ntanlegri notendaheg\u00f0un. \u00de\u00f3 a\u00f0 innlei\u00f0ing \u00feessarar n\u00e1lgunar geti greinilega spara\u00f0 t\u00edma, eiga m\u00f6rg teymi \u00ed erfi\u00f0leikum me\u00f0 a\u00f0 vekja \u00feessa sj\u00e1lfvirkni til l\u00edfsins. Hins vegar geta LLM veitt lausn.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sum algengustu einkenni t\u00e6knilegra skulda eru l\u00e9leg skj\u00f6l og skortur \u00e1 \u00f6flugum pr\u00f3funum. \u00deetta eru vandam\u00e1l sem LLM \u00ed dag geta hj\u00e1lpa\u00f0 til vi\u00f0 a\u00f0 leysa. Hins vegar eru \u00f6nnur athyglisver\u00f0 einkenni, svo sem endurger\u00f0, of fl\u00f3kin fyrir n\u00faverandi Generative AI, og geta ekki leitt til t\u00edmasparna\u00f0ar.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Lokahugsanir\"><\/span><strong>Lokahugsanir<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-59582\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80.png\" alt=\"alfa pr\u00f3f vs beta pr\u00f3f\" width=\"107\" height=\"179\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80.png 479w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80-180x300.png 180w\" sizes=\"(max-width: 107px) 100vw, 107px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Generative AI forrit hafa gr\u00ed\u00f0arlega m\u00f6guleika. Hins vegar getur notendav\u00e6nt, samtalsvi\u00f0m\u00f3t veri\u00f0 villandi. Margir telja a\u00f0 \u00fea\u00f0 s\u00e9 einfalt a\u00f0 b\u00faa til g\u00e6\u00f0aframlei\u00f0slu fr\u00e1 \u00feessum v\u00e9lum. Hins vegar er fram\u00farskarandi hvetja verkfr\u00e6\u00f0i fl\u00f3knari en \u00fe\u00fa g\u00e6tir b\u00faist vi\u00f0.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00c1rangursr\u00edk hvetja verkfr\u00e6\u00f0i krefst mikillar reynslu og villa. \u00dea\u00f0 \u00fearf l\u00edka mikla fyrirhyggju fyrir h\u00f6nd verkfr\u00e6\u00f0ingsins til a\u00f0 tryggja a\u00f0 sv\u00f6rin s\u00e9u gagnleg. A\u00f0 lokum er mikilv\u00e6gt a\u00f0 athuga og endursko\u00f0a verki\u00f0 vegna vel augl\u00fdstra m\u00f6guleika \u00e1 villum.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00de\u00f3 a\u00f0 skj\u00f3t verkfr\u00e6\u00f0ist\u00f6rf g\u00e6tu veri\u00f0 a\u00f0 aukast, eru ekki allir sannf\u00e6r\u00f0ir. Skrifar \u00ed Harvard Business Review og Oguz A. Acar f\u00e6rir heillandi r\u00f6k fyrir \u00fev\u00ed a\u00f0  <\/span><a href=\"https:\/\/hbr.org\/2023\/06\/ai-prompt-engineering-isnt-the-future\"><span style=\"font-weight: 400;\">&#8222;Komandi kynsl\u00f3\u00f0ir gervigreindarkerfa munu ver\u00f0a lei\u00f0andi og f\u00e6rari \u00ed a\u00f0 skilja n\u00e1tt\u00farulegt tungum\u00e1l og draga \u00far \u00fe\u00f6rfinni fyrir vandlega hanna\u00f0ar lei\u00f0beiningar.&#8220;<\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Hva\u00f0 sem framt\u00ed\u00f0in ber \u00ed skauti s\u00e9r, \u00fe\u00e1 ver\u00f0ur Generative AI \u00fear \u00ed bl\u00f6ndunni. \u00de\u00f3 a\u00f0 skj\u00f3t verkfr\u00e6\u00f0i hafi miki\u00f0 lofor\u00f0, \u00fe\u00e1 er erfitt a\u00f0 segja me\u00f0 vissu hva\u00f0a n\u00e1kv\u00e6mu hlutverki h\u00fan mun gegna.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Athyglisvert er a\u00f0 hugb\u00fana\u00f0arpr\u00f3funarhugb\u00fana\u00f0ur fyrir sj\u00e1lfvirkni hugb\u00fana\u00f0ar er \u00feegar fullur af notkunartilvikum og \u00e1rangurss\u00f6gum sem s\u00fdna fram \u00e1 h\u00e6fi hans til a\u00f0 fl\u00fdta fyrir hugb\u00fana\u00f0ar\u00fer\u00f3un \u00e1n \u00feess a\u00f0 sker\u00f0a n\u00e1kv\u00e6mni e\u00f0a alhli\u00f0a sannpr\u00f3fun forrita.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Verkf\u00e6ri eins og ZAPTEST gera forriturum n\u00fa \u00feegar kleift a\u00f0 taka \u00e1 m\u00e1lum eins og \u00f3fulln\u00e6gjandi t\u00edma og fj\u00e1rmagni, t\u00e6knilegum skuldum, skj\u00f6lum og alhli\u00f0a pr\u00f3funum og RPA. \u00dea\u00f0 sem meira er, \u00feessi verkf\u00e6ri eru notendav\u00e6nni en skj\u00f3t verkfr\u00e6\u00f0i, sem gerir \u00feau mun hentugri valkosti fyrir \u00f3t\u00e6knileg teymi. Eins og alltaf liggja raunverulegir m\u00f6guleikar \u00e1 m\u00f3tum \u00feessarar spennandi sj\u00e1lfvirkni t\u00e6kni.  <\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>ChatGPT, Bard og \u00f6nnur \u00e1berandi st\u00f3rm\u00e1lsl\u00edk\u00f6n (LLM) hafa r\u00e1\u00f0i\u00f0 r\u00edkjum \u00ed fr\u00e9ttastraumum okkar s\u00ed\u00f0astli\u00f0i\u00f0 \u00e1r. Og \u00fea\u00f0 me\u00f0 r\u00e9ttu. \u00deessi spennandi t\u00e6kni veitir okkur inns\u00fdn \u00ed framt\u00ed\u00f0ina, kraftinn og m\u00f6guleika gervigreindar. \u00de\u00f3 a\u00f0 miki\u00f0 af spennu almennings hafi sn\u00faist um a\u00f0 b\u00faa til texta, myndir og myndband, \u00fe\u00e1 er h\u00e6gt a\u00f0 nota \u00feessi verkf\u00e6ri \u00ed [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":68753,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"Skj\u00f3t verkfr\u00e6\u00f0i \u00ed sj\u00e1lfvirkni hugb\u00fana\u00f0ar - def. & Ferli","_seopress_titles_desc":"Fr\u00e1 Generative AI og Prompt Engineering, l\u00e6r\u00f0u um s\u00e9rstakar \u00fatf\u00e6rslur og notkun t\u00e6kninnar \u00ed hugb\u00fana\u00f0arpr\u00f3fun og RPA.","_seopress_robots_index":"","_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","content-type":"","footnotes":"","beyondwords_generate_audio":"","beyondwords_integration_method":"","beyondwords_project_id":"","beyondwords_content_id":"","beyondwords_preview_token":"","beyondwords_player_content":"","beyondwords_player_style":"","beyondwords_language_code":"","beyondwords_language_id":"","beyondwords_title_voice_id":"","beyondwords_body_voice_id":"","beyondwords_summary_voice_id":"","beyondwords_error_message":"","beyondwords_disabled":"","beyondwords_delete_content":"","beyondwords_podcast_id":"","beyondwords_hash":"","publish_post_to_speechkit":"","speechkit_hash":"","speechkit_generate_audio":"","speechkit_project_id":"","speechkit_podcast_id":"","speechkit_error_message":"","speechkit_disabled":"","speechkit_access_key":"","speechkit_error":"","speechkit_info":"","speechkit_response":"","speechkit_retries":"","speechkit_status":"","speechkit_updated_at":"","_speechkit_link":"","_speechkit_text":""},"categories":[483],"tags":[],"class_list":{"0":"post-68730","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai-is"},"acf":{"short_name":"Hvetja verkfr\u00e6\u00f0i \u00ed sj\u00e1lfvirkni hugb\u00fana\u00f0ar"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/posts\/68730","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/comments?post=68730"}],"version-history":[{"count":1,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/posts\/68730\/revisions"}],"predecessor-version":[{"id":68752,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/posts\/68730\/revisions\/68752"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/media\/68753"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/media?parent=68730"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/categories?post=68730"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/tags?post=68730"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}