{"id":14462,"date":"2025-12-19T01:51:26","date_gmt":"2025-12-19T00:51:26","guid":{"rendered":"https:\/\/www.leaplytics.de\/?page_id=14462"},"modified":"2025-12-19T01:51:26","modified_gmt":"2025-12-19T00:51:26","slug":"dokumentu-parskatisana-tiesvedibas-izmeklesana-ai","status":"publish","type":"page","link":"https:\/\/www.leaplytics.de\/lv\/dokumentu-parskatisana-tiesvedibas-izmeklesana-ai\/","title":{"rendered":"Dokumentu p\u0101rskat\u012b\u0161ana Tiesved\u012bba un izmekl\u0113\u0161ana AI"},"content":{"rendered":"<h2>M\u0101ksl\u012bgais intelekts dokumentu p\u0101rskat\u012b\u0161anai tiesved\u012bb\u0101 un izmekl\u0113\u0161an\u0101: Atrodiet adatu, nelasot katru siena gabali\u0146u<\/h2>\n\n<p>Juridisk\u0101s lietas noz\u012bm\u0113 dokumentus. T\u016bksto\u0161iem dokumentu. Da\u017ek\u0101rt miljoniem.<\/p>\n<p>E-pasti. Pielikumi. PDF. T\u0113rz\u0113\u0161anas \u017eurn\u0101li. Teksta zi\u0146ojumi. Prezent\u0101cijas. Izkl\u0101jlapas. Fotogr\u0101fijas ar tekstu. L\u012bgumi. San\u0101ksmju piez\u012bmes.<\/p>\n<p>Tas viss ir j\u0101p\u0101rskata. Tas viss ir j\u0101klasific\u0113. Atbilsto\u0161i vai n\u0113. Privili\u0123\u0113ts vai ne. Atbilsto\u0161a vai n\u0113. Karsts dokuments vai troksnis.<\/p>\n<p>Tas ir e-atkl\u0101jums. Tas ir b\u016btiski. T\u0101 ir pr\u0101tu nom\u0101co\u0161a. Un tas ir d\u0101rgi.<\/p>\n<p>M\u0101ksl\u012bgais intelekts maina matem\u0101tiku. Tas nolasa visu. Tas \u0161\u0137iro kaudzes. Tas atrod likumsakar\u012bbas. Tas atz\u012bm\u0113 to, kas ir svar\u012bgi. Tas apkopo pavedienus.<\/p>\n<p>J\u016bsu p\u0101rbaud\u012bt\u0101ji koncentr\u0113jas uz tiem dokumentiem, kuriem patie\u0161\u0101m nepiecie\u0161ams cilv\u0113ka v\u0113rt\u0113jums. Lieta virz\u0101s \u0101tr\u0101k. Izmaksas paliek kontrol\u0113jamas.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Dokumentu p\u0101rskat\u012b\u0161anas probl\u0113ma<\/h3>\n\n\n<p>M\u016bsdienu tiesved\u012bb\u0101 tiek rad\u012bti milz\u012bgi dokumentu apjomi. Vid\u0113ja izm\u0113ra lieta: 50 000 dokumentu. Liela lieta: miljoniem.<\/p>\n<p>Katram dokumentam ir j\u0101b\u016bt redzamam. Vai tas attiecas uz lietu? Vai tas satur konfidenci\u0101lu inform\u0101ciju? Vai tas atbilst atkl\u0101\u0161anas piepras\u012bjumiem? Vai taj\u0101 ir sm\u0113\u0137\u0113jo\u0161i pier\u0101d\u012bjumi?<\/p>\n\n<p>Tradicion\u0101l\u0101 pieeja:<\/p>\n<ul>\n<li>L\u012bgumdarbu advok\u0101tu komandas nol\u012bg\u0161ana<\/li>\n<li>Izveidot p\u0101rskat\u012b\u0161anas protokolus<\/li>\n<li>Apm\u0101ciet recenzentus par to, ko mekl\u0113t<\/li>\n<li>Dokumentu p\u0101rskat\u012b\u0161ana pa vienam<\/li>\n<li>Katram dokumentam pie\u0161\u0137iriet kodu (attiecin\u0101ms\/neattiecas, privili\u0123\u0113ts\/neprivili\u0123\u0113ts utt.).<\/li>\n<li>parauga QC, lai nodro\u0161in\u0101tu kvalit\u0101ti<\/li>\n<li>Atk\u0101rtojiet t\u016bksto\u0161iem stundu<\/li>\n<\/ul>\n\n<p>Izmaksas: $50-150 stund\u0101 vienam recenzentam. Laiks: ned\u0113\u013cas vai m\u0113ne\u0161i. Kvalit\u0101te: Atkar\u012bga no recenzenta noguruma un uzman\u012bbas.<\/p>\n<p>Nenokav\u0113j\u0101t kaut ko svar\u012bgu? Lieta var tikt pazaud\u0113ta. Iek\u013caujat kaut ko privili\u0123\u0113tu? J\u016bs tikko atteic\u0101ties no privil\u0113\u0123ij\u0101m.<\/p>\n<p>Likmes ir augstas. Apjoms ir satrieco\u0161s. Termi\u0146i ir saspringti.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">M\u0101ksl\u012bgais intelekts noder dokumentu p\u0101rskat\u012b\u0161anai<\/h3>\n\n\n<p>M\u0101ksl\u012bgais intelekts nenogurst. Tam nav garlaic\u012bgi. Tas izlasa katru v\u0101rdu katr\u0101 dokument\u0101 un piem\u0113ro konsekventu lo\u0123iku.<\/p>\n<p>L\u016bk, kas paties\u012bb\u0101 notiek:<\/p>\n\n\n<h4 class=\"wp-block-heading\">1. Autom\u0101tisk\u0101 relevances klasifik\u0101cija<\/h4>\n\n\n<p>AI izlasa lietas kopsavilkumu un p\u0101rskata protokolus. Tad tas izlasa visus dokumentus.<\/p>\n<p>Katram dokumentam tiek prognoz\u0113ts:<\/p>\n<ul>\n<li>Attiecas uz lietu vai n\u0113<\/li>\n<li>Uzticam\u012bbas l\u012bmenis (augsts, vid\u0113js, zems)<\/li>\n<li>Galvenie apl\u016bkotie temati<\/li>\n<li>K\u0101p\u0113c tas var\u0113tu b\u016bt svar\u012bgi<\/li>\n<\/ul>\n\n<p>Nav ide\u0101ls. Bet 80-90% prec\u012bzs vienk\u0101r\u0161os noz\u012bm\u012bbas zvanos. Tas noz\u012bm\u0113, ka 80% dokumentu var dro\u0161i sa\u0161\u0137irot, v\u0113l pirms tos apl\u016bko cilv\u0113ks.<\/p>\n<p>P\u0101rbaud\u012bt\u0101ji koncentr\u0113jas uz 20%, kur faktiski ir nepiecie\u0161ams spriedums. Vai ar\u012b p\u0101rbauda AI darbu ar augstas ticam\u012bbas dokumentiem.<\/p>\n\n\n<h4 class=\"wp-block-heading\">2. Tematisk\u0101 klasteriz\u0101cija<\/h4>\n\n\n<p>Dokumenti neeksist\u0113 izol\u0113ti. Tie ir da\u013ca no sarun\u0101m. da\u013ca no projektiem. da\u013ca no l\u0113mumiem.<\/p>\n<p>M\u0101ksl\u012bgais intelekts grup\u0113 saist\u012btus dokumentus kop\u0101:<\/p>\n<ul>\n<li>Visi e-pasta zi\u0146ojumi pavedien\u0101<\/li>\n<li>Visi dokumenti par vienu un to pa\u0161u t\u0113mu<\/li>\n<li>Visa sazi\u0146a starp t\u0101m pa\u0161\u0101m person\u0101m<\/li>\n<li>Visi dokumenti par vienu un to pa\u0161u notikumu, kas attiecas uz vienu un to pa\u0161u laika periodu.<\/li>\n<\/ul>\n\n<p>P\u0101rbaud\u012bt\u0101ji redz dokumentus kontekst\u0101. Vi\u0146i saprot visu kopainu. Vi\u0146i saskata sakar\u012bbas, kas netiktu paman\u012btas, ja dokumentus p\u0101rskat\u012btu vienu p\u0113c otra izlases k\u0101rt\u012bb\u0101.<\/p>\n\n\n<h4 class=\"wp-block-heading\">3. Sensit\u012bva satura noteik\u0161ana<\/h4>\n\n\n<p>Da\u017eiem dokumentiem j\u0101piev\u0113r\u0161 \u012bpa\u0161a uzman\u012bba:<\/p>\n<ul>\n<li>Potenci\u0101li privili\u0123\u0113ta sazi\u0146a (ar\/no advok\u0101ta, juridisk\u0101s konsult\u0101cijas)<\/li>\n<li>Personas dati (v\u0101rdi, SSN, vesel\u012bbas inform\u0101cija, finan\u0161u dati).<\/li>\n<li>Konfidenci\u0101la uz\u0146\u0113m\u0113jdarb\u012bbas inform\u0101cija<\/li>\n<li>\"karstie\" dokumenti (pier\u0101d\u012bjumi par p\u0101rk\u0101pumiem vai b\u016btiskiem faktiem).<\/li>\n<li>Atbilst\u012bbas sarkanie karogi<\/li>\n<\/ul>\n\n<p>M\u0101ksl\u012bgais intelekts tos atz\u012bm\u0113 autom\u0101tiski. Privil\u0113\u0123iju dokumentiem tiek izveidots atsevi\u0161\u0137s p\u0101rskat\u012b\u0161anas ce\u013c\u0161. Personas dati tiek atz\u012bm\u0113ti redi\u0123\u0113\u0161anai. Karstie dokumenti tiek nodoti vec\u0101kajiem recenzentiem.<\/p>\n<p>Nekas neizsl\u012bd cauri t\u0101p\u0113c, ka k\u0101ds jaun\u0101kais recenzents nav atzinis t\u0101 noz\u012bm\u012bgumu.<\/p>\n\n\n<h4 class=\"wp-block-heading\">4. Inteli\u0123enta priorit\u0101\u0161u noteik\u0161ana<\/h4>\n\n\n<p>Ne visi dokumenti ir vienl\u012bdz svar\u012bgi. M\u0101ksl\u012bgais intelekts pal\u012bdz p\u0101rskat\u012bt dokumentus pareiz\u0101 sec\u012bb\u0101:<\/p>\n<ul>\n<li>Vispirms augsta uzticam\u012bbas ticam\u012bba<\/li>\n<li>Vispirms dokumenti no galvenajiem glab\u0101t\u0101jiem<\/li>\n<li>Vispirms dokumenti no kritiskiem laika periodiem<\/li>\n<li>Dokumenti, kas vispirms tiek atz\u012bm\u0113ti k\u0101 potenci\u0101li karsti<\/li>\n<li>Vispirms dokumenti ar sensit\u012bvu saturu<\/li>\n<\/ul>\n\n<p>J\u016bs agri atrad\u012bsiet svar\u012bg\u0101ko. J\u016bs lab\u0101k un \u0101tr\u0101k izprotat lietu. J\u016bs pie\u0146emat lab\u0101kus strat\u0113\u0123iskos l\u0113mumus.<\/p>\n\n\n<h4 class=\"wp-block-heading\">5. E-pasta pavedienu apkopo\u0161ana<\/h4>\n\n\n<p>E-pasta pavedieni k\u013c\u016bst gari. 20, 50, 100 zi\u0146as. Daudz \"paldies\", \"skat. t\u0101l\u0101k\" un p\u0101rs\u016bt\u012b\u0161anas.<\/p>\n<p>M\u0101ksl\u012bgais intelekts izlasa visu pavedienu un izveido kopsavilkumu:<\/p>\n<ul>\n<li>Kas ir iesaist\u012bts<\/li>\n<li>Kas tiek apspriests<\/li>\n<li>Pie\u0146emtie galvenie l\u0113mumi vai saist\u012bbas<\/li>\n<li>Atkl\u0101tie jaut\u0101jumi vai darb\u012bbas jaut\u0101jumi<\/li>\n<li>Notikumu laika grafiks<\/li>\n<\/ul>\n\n<p>Recenzenti saprot kontekstu 30 sekun\u017eu, nevis 10 min\u016b\u0161u laik\u0101. Vi\u0146i lab\u0101k izsaka atbilsto\u0161\u0101kus koment\u0101rus.<\/p>\n\n\n<h4 class=\"wp-block-heading\">6. Konceptu mekl\u0113\u0161ana un tehnolo\u0123iju atbalst\u012bta p\u0101rskat\u012b\u0161ana (TAR)<\/h4>\n\n\n<p>Tradicion\u0101l\u0101 mekl\u0113\u0161ana: Atrast dokumentus, kuros ir fr\u0101ze \"l\u012bguma p\u0101rk\u0101pums\".<\/p>\n<p>Probl\u0113ma: Attiec\u012bgajos dokumentos var b\u016bt teikts \"p\u0101rk\u0101pis l\u012bgumu\" vai \"nav izpild\u012bjis saist\u012bbas\".<\/p>\n\n<p>M\u0101ksl\u012bg\u0101 intelekta j\u0113dzienu mekl\u0113\u0161ana: Atrodiet dokumentus par l\u012bguma p\u0101rk\u0101pumiem neatkar\u012bgi no prec\u012bzas formul\u0113juma.<\/p>\n<p>T\u0101 saprot noz\u012bmi, nevis tikai atsl\u0113gv\u0101rdus. T\u0101 atrod dokumentus, kurus j\u016bs palaistu gar\u0101m, izmantojot tradicion\u0101lo mekl\u0113\u0161anu.<\/p>\n\n<p>TAR iet v\u0113l t\u0101l\u0101k: J\u016bs p\u0101rskat\u0101t s\u0101kotn\u0113jo dokumentu kopumu. M\u0101ksl\u012bgais intelekts uzzina, ko j\u016bs uzskat\u0101t par b\u016btisku. Tad tas prognoz\u0113 p\u0101r\u0113jo dokumentu atbilst\u012bbu. Nep\u0101rtraukta atgriezenisk\u0101 saite padara to prec\u012bz\u0101ku.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Ko tas noz\u012bm\u0113 jums<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">L\u0113mumu pie\u0146\u0113m\u0113jiem<\/h4>\n\n\n<p><strong>Atkl\u0101\u0161anas izmaksas samazin\u0101s 40-70%.<\/strong><br \/>\nMaz\u0101k stundu, par kur\u0101m r\u0113\u0137inu izraksta l\u012bguma revidenti. \u0100tr\u0101ka p\u0101rskat\u012b\u0161ana noz\u012bm\u0113 maz\u0101k projekta vad\u012bbas pieskait\u0101mo izmaksu. Lab\u0101ka m\u0113r\u0137tiec\u012bba noz\u012bm\u0113 maz\u0101k p\u0101rprodukcijas.<\/p>\n\n<p><strong>Lietas tiek atrisin\u0101tas \u0101tr\u0101k.<\/strong><br \/>\nLab\u0101k un \u0101tr\u0101k izprotiet lietu. \u0100tr\u0101k atrodiet galvenos pier\u0101d\u012bjumus. \u0100tr\u0101k pie\u0146emiet pamatotus l\u0113mumus par izl\u012bgumu. \u0100tr\u0101k rea\u0123\u0113t uz atkl\u0101jumiem.<\/p>\n\n<p><strong>Bud\u017eeta paredzam\u012bba.<\/strong><br \/>\nM\u0101ksl\u012bg\u0101 intelekta izmaksas ir fiks\u0113tas. J\u016bs zin\u0101t, cik izmaks\u0101s pirm\u0101 caurskat\u012b\u0161ana. Nav p\u0101rsteigumu par pieaugo\u0161aj\u0101m recenzentu stund\u0101m.<\/p>\n\n<p><strong>Lab\u0101ki strat\u0113\u0123iskie l\u0113mumi.<\/strong><br \/>\nJa agr\u012bni atrodat aktu\u0101los dokumentus un lab\u0101k izprotat lietu, varat pie\u0146emt gudr\u0101kus l\u0113mumus par izl\u012bgumu, priek\u0161likumu iesnieg\u0161anas praksi un tiesas strat\u0113\u0123iju.<\/p>\n\n\n<h4 class=\"wp-block-heading\">Juristiem<\/h4>\n\n\n<p><strong>Koncentr\u0113jieties uz augstv\u0113rt\u012bgu p\u0101rskat\u012b\u0161anu.<\/strong><br \/>\n\u013baujiet m\u0101ksl\u012bgajam intelektam apstr\u0101d\u0101t ac\u012bmredzami neb\u016btiskos dokumentus. J\u016bs koncentr\u0113jieties uz dokumentiem, kuriem nepiecie\u0161ams juridisks spriedums.<\/p>\n\n<p><strong>\u0100tr\u0101k atrodiet adatu.<\/strong><br \/>\nPriorit\u0101\u0161u noteik\u0161ana un grup\u0113\u0161ana pal\u012bdz laikus identific\u0113t galvenos dokumentus. J\u016bs \u0101tr\u0101k izveidojat savu lietu.<\/p>\n\n<p><strong>Lab\u0101ka privil\u0113\u0123iju aizsardz\u012bba.<\/strong><br \/>\nAutomatiz\u0113ta atz\u012bm\u0113\u0161ana \u013cauj uztvert potenci\u0101li privili\u0123\u0113tus dokumentus. Maz\u0101ki konfidencialit\u0101tes atcel\u0161anas riski.<\/p>\n\n<p><strong>Aizsarg\u0101jams process.<\/strong><br \/>\nKatrs l\u0113mums tiek re\u0123istr\u0113ts. Katra prognoze ir dokument\u0113ta. P\u0101rbaudes procesa apstr\u012bd\u0113\u0161anas gad\u012bjum\u0101 j\u016bs varat aizst\u0101v\u0113t savu p\u0101rskat\u012b\u0161anas procesu.<\/p>\n\n\n<h4 class=\"wp-block-heading\">Atbilst\u012bbai un izmekl\u0113\u0161an\u0101m<\/h4>\n\n\n<p><strong>\u0100tr\u0101ka iek\u0161\u0113j\u0101 izmekl\u0113\u0161ana.<\/strong><br \/>\nJa rodas probl\u0113ma, m\u0101ksl\u012bgais intelekts pal\u012bdz \u0101tri p\u0101rskat\u012bt attiec\u012bgo sazi\u0146u. J\u016bs \u0101tr\u0101k saprat\u012bsiet, kas noticis.<\/p>\n\n<p><strong>Lab\u0101ka dokument\u0101cija.<\/strong><br \/>\nSkaidri re\u0123istr\u0113t, kas tika p\u0101rbaud\u012bts, kas tika konstat\u0113ts un k\u0101di l\u0113mumi tika pie\u0146emti. Gatavs rev\u012bzijai jau no pirm\u0101s dienas.<\/p>\n\n<p><strong>Agr\u012bn\u0101 izlaiduma paman\u012b\u0161ana.<\/strong><br \/>\nM\u0101ksl\u012bgais intelekts nor\u0101da uz iesp\u0113jam\u0101m atbilst\u012bbas probl\u0113m\u0101m vis\u0101 dokumentu kopum\u0101. J\u016bs redzat problem\u0101tiskas uzved\u012bbas mode\u013cus.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Re\u0101ls piem\u0113rs: Darba str\u012bds<\/h3>\n\n\n<p>Darbinieks ies\u016bdz ties\u0101 par nelikum\u012bgu atlai\u0161anu un uzm\u0101k\u0161anos. Atkl\u0101t\u012bb\u0101 tiek atkl\u0101ti 3 gadu e-pasta v\u0113stules, t\u0113rz\u0113\u0161anas \u017eurn\u0101li un person\u0101la dokumenti. Kop\u0101 80 000 dokumentu.<\/p>\n\n<p><strong>Bez m\u0101ksl\u012bg\u0101 intelekta:<\/strong><\/p>\n<ul>\n<li>P\u0101rskata komanda: 5 l\u012bgumtiesne\u0161i<\/li>\n<li>P\u0101rskat\u012b\u0161anas laiks: 6 ned\u0113\u013cas<\/li>\n<li>Atrasts pirmais karstais dokuments: Ned\u0113\u013ca 4<\/li>\n<li>Kop\u0113j\u0101s p\u0101rskat\u012b\u0161anas izmaksas: $120,000<\/li>\n<li>Nevajadz\u012bgi p\u0101rskat\u012bti dokumenti: Aptuveni 50 000 nep\u0101rprotami neb\u016btisku dokumentu.<\/li>\n<\/ul>\n\n<p><strong>Ar m\u0101ksl\u012bgo intelektu:<\/strong><\/p>\n<ul>\n<li>AI veic dokumentu iepriek\u0161\u0113ju klasific\u0113\u0161anu (apstr\u0101dei nepiecie\u0161amas 2 stundas).<\/li>\n<li>40 000 dokumentu, kas klasific\u0113ti k\u0101 nep\u0101rprotami neb\u016btiski (augsta ticam\u012bba)<\/li>\n<li>25 000 dokumentu, kas atz\u012bm\u0113ti k\u0101 iesp\u0113jami b\u016btiski vai neskaidri.<\/li>\n<li>15 000 dokumentu, kas atz\u012bm\u0113ti k\u0101 potenci\u0101li sensit\u012bvi (privil\u0113\u0123ijas, \"karstie\" dokumenti).<\/li>\n<li>Karstajiem dokumentiem pie\u0161\u0137irta priorit\u0101te p\u0101rskat\u012b\u0161anas rindas aug\u0161pus\u0113<\/li>\n<li>P\u0101rbaudes grupa: 2 juristi + 2 l\u012bgumu p\u0101rskat\u012bt\u0101ji<\/li>\n<li>P\u0101rskat\u012b\u0161anas laiks: 2,5 ned\u0113\u013cas<\/li>\n<li>Atrasts pirmais karstais dokuments: 3. diena<\/li>\n<li>Kop\u0113j\u0101s izmaksas: $45,000<\/li>\n<li>Lab\u0101ka izpratne par lietu, agr\u0101ka vieno\u0161an\u0101s apsprie\u0161ana<\/li>\n<\/ul>\n\n<p>T\u0101 pati kvalit\u0101te. 60% izmaksu ietaup\u012bjums. \u0100tr\u0101ka iz\u0161\u0137irtsp\u0113ja.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Ko m\u0101ksl\u012bgais intelekts nedara<\/h3>\n\n\n<p>B\u016bsim god\u012bgi par ierobe\u017eojumiem.<\/p>\n\n<p><strong>M\u0101ksl\u012bgais intelekts nesaprot sare\u017e\u0123\u012btus juridisko privil\u0113\u0123iju izsaukumus.<\/strong><br \/>\nT\u0101 atz\u012bm\u0113 dokumentus, kas var\u0113tu b\u016bt konfidenci\u0101li. Jurists joproj\u0101m nosaka konfidencialit\u0101ti.<\/p>\n\n<p><strong>M\u0101ksl\u012bgais intelekts neaizst\u0101j cilv\u0113kus recenzentus.<\/strong><br \/>\nTas samazina apjomu, kas vi\u0146iem j\u0101p\u0101rskata. Tas pal\u012bdz vi\u0146iem pie\u0146emt lab\u0101kus l\u0113mumus. Vi\u0146i joproj\u0101m p\u0101rskata un veic gal\u012bgos l\u0113mumus.<\/p>\n\n<p><strong>M\u0101ksl\u012bgais intelekts nestr\u0101d\u0101 perfekti ar jauniem gad\u012bjumiem.<\/strong><br \/>\nStandarta str\u012bdi (darba attiec\u012bbas, l\u012bgumi, intelektu\u0101l\u0101 \u012bpa\u0161uma ties\u012bbas)? Lieliski. Bezprecedenta juridisk\u0101s teorijas bez m\u0101c\u012bbu datiem? Maz\u0101k noder\u012bgi.<\/p>\n\n<p><strong>M\u0101ksl\u012bgajam intelektam ir nepiecie\u0161ama atgriezenisk\u0101 saite, lai to uzlabotu.<\/strong><br \/>\nJo vair\u0101k p\u0101rskat\u0101t un labojat t\u0101s prognozes, jo prec\u012bz\u0101ka t\u0101 k\u013c\u016bst. Tas nav iestat\u012bts un aizmirsts.<\/p>\n\n<p><strong>M\u0101ksl\u012bgais intelekts nepie\u0146em strat\u0113\u0123iskus l\u0113mumus.<\/strong><br \/>\nTaj\u0101 ir nor\u0101d\u012bts, kas atrodas dokumentos. J\u016bs izlemjat, ko tas noz\u012bm\u0113 \u0161ai lietai.<\/p>\n\n<p>M\u0101ksl\u012bgais intelekts ir sp\u0113c\u012bgs r\u012bks. Tas neaizst\u0101j pieredz\u0113ju\u0161us juristus.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">K\u0101 s\u0101kt darbu<\/h3>\n\n\n<p><strong>1. Identific\u0113t izm\u0113\u0123in\u0101juma gad\u012bjumu.<\/strong><br \/>\nIzv\u0113lieties lietu ar noz\u012bm\u012bgu dokumentu apjomu (vair\u0101k nek\u0101 10 000 dokumentu), bet ne sare\u017e\u0123\u012bt\u0101ko tiesved\u012bbu. Vislab\u0101k darbojas standarta str\u012bdu veidi.<\/p>\n\n<p><strong>2. Skaidri defin\u0113t p\u0101rskat\u012b\u0161anas krit\u0113rijus.<\/strong><br \/>\nKas padara dokumentu b\u016btisku? Ko j\u016bs mekl\u0113jat? Jo skaidr\u0101ki ir j\u016bsu krit\u0113riji, jo lab\u0101k darbojas m\u0101ksl\u012bgais intelekts.<\/p>\n\n<p><strong>3. S\u0101ciet ar s\u0113klu komplektu.<\/strong><br \/>\nManu\u0101li p\u0101rskatiet 500-1000 dokumentu. Kod\u0113jiet tos. M\u0101ksl\u012bgais intelekts m\u0101c\u0101s no j\u016bsu l\u0113mumiem.<\/p>\n\n<p><strong>4. \u013baujiet AI klasific\u0113t p\u0101r\u0113jos.<\/strong><br \/>\nM\u0101ksl\u012bgais intelekts prognoz\u0113 atliku\u0161o dokumentu atbilst\u012bbu, pamatojoties uz ieg\u016bto inform\u0101ciju.<\/p>\n\n<p><strong>5. P\u0101rskat\u012b\u0161ana ar AI pal\u012bdz\u012bbu.<\/strong><br \/>\nKoncentr\u0113jieties uz augstas priorit\u0101tes dokumentiem. QC AI klasifik\u0101ciju paraugs. Sniedziet atgriezenisko saiti.<\/p>\n\n<p><strong>6. Pilnveidot un papla\u0161in\u0101t.<\/strong><br \/>\nM\u0101ksl\u012bgais intelekts uzlabojas ar atgriezenisko saiti. Pielietojiet g\u016bto pieredzi n\u0101kamaj\u0101 gad\u012bjum\u0101.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Bie\u017e\u0101k uzdotie jaut\u0101jumi<\/h3>\n\n\n<p><strong>Vai m\u0101ksl\u012bg\u0101 intelekta atbalst\u012bta p\u0101rskat\u012b\u0161ana ir pie\u0146emama ties\u0101s?<\/strong><br \/>\nJ\u0101. Tiesas ir vair\u0101kk\u0101rt apstiprin\u0101ju\u0161as TAR un AI atbalst\u012btu p\u0101rskat\u012b\u0161anu. Tagad t\u0101 ir standarta prakse sare\u017e\u0123\u012bt\u0101s tiesved\u012bb\u0101s.<\/p>\n\n<p><strong>K\u0101 ir ar privil\u0113\u0123iju p\u0101rskat\u012b\u0161anu?<\/strong><br \/>\nM\u0101ksl\u012bgais intelekts var atz\u012bm\u0113t potenci\u0101li privile\u0123\u0113tus dokumentus, ta\u010du gal\u012bgais l\u0113mums par konfidencialit\u0101ti ir j\u0101pie\u0146em juristam. Liel\u0101k\u0101 da\u013ca komandu izmanto m\u0101ksl\u012bgo intelektu\u0101lo intelektu, lai atz\u012bm\u0113tu pirmreiz\u0113jo konfidencialit\u0101ti.<\/p>\n\n<p><strong>Vai tas var apstr\u0101d\u0101t da\u017e\u0101dus failu tipus?<\/strong><br \/>\nJ\u0101. E-pasti, PDF, Word dokumenti, Excel, att\u0113li ar tekstu (OCR), t\u0113rz\u0113\u0161anas \u017eurn\u0101li un citi. Ja ir iesp\u0113jams ieg\u016bt tekstu, m\u0101ksl\u012bgais intelekts to var analiz\u0113t.<\/p>\n\n<p><strong>K\u0101 ir ar sve\u0161valod\u0101m?<\/strong><br \/>\nM\u0101ksl\u012bgais intelekts var str\u0101d\u0101t vair\u0101k\u0101s valod\u0101s. Precizit\u0101te at\u0161\u0137iras atkar\u012bb\u0101 no valodas. Vislab\u0101k darbojas ang\u013cu, sp\u0101\u0146u, fran\u010du, v\u0101cu un sp\u0101\u0146u valoda.<\/p>\n\n<p><strong>K\u0101 nodro\u0161in\u0101t kvalit\u0101ti?<\/strong><br \/>\nQC paraugu \u0146em\u0161ana. Past\u0101v\u012bga atgriezenisk\u0101 saite. Valid\u0101cija pret kontroles kopu. T\u0101 pati kvalit\u0101tes nodro\u0161in\u0101\u0161anas prakse, ko izmanto tradicion\u0101laj\u0101 p\u0101rskat\u012b\u0161an\u0101.<\/p>\n\n<p><strong>K\u0101 ir ar datu dro\u0161\u012bbu?<\/strong><br \/>\nM\u0113s str\u0101d\u0101jam ar j\u016bsu eso\u0161o e-atkl\u0101jumu platformu vai ievietojam to j\u016bsu dro\u0161\u0101 vid\u0113. J\u016bsu dokumenti paliek j\u016bsu kontrol\u0113.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Apak\u0161\u0113j\u0101 l\u012bnija<\/h3>\n\n\n<p>Dokumentu p\u0101rbaudei nav j\u0101b\u016bt d\u0101rgai un laikietilp\u012bgai.<\/p>\n<p>M\u0101ksl\u012bgais intelekts veic pirmo pieg\u0101jienu. Tas \u0161\u0137iro kaudzi. Tas atrod mode\u013cus. Tas atz\u012bm\u0113 to, kas ir svar\u012bgi. P\u0101rbaud\u012bt\u0101ji koncentr\u0113jas uz dokumentiem, par kuriem nepiecie\u0161ams cilv\u0113ka v\u0113rt\u0113jums.<\/p>\n<p>Rezult\u0101t\u0101 lietas tiek atrisin\u0101tas \u0101tr\u0101k, samazin\u0101s atkl\u0101\u0161anas izmaksas, tiek pie\u0146emti lab\u0101ki strat\u0113\u0123iskie l\u0113mumi un recenzenti veic darbu, kam patie\u0161\u0101m nepiecie\u0161amas speci\u0101l\u0101s zin\u0101\u0161anas.<\/p>\n<p>Nav burvju. Tikai praktiska automatiz\u0101cija, kas padara tiesved\u012bbu efekt\u012bv\u0101ku.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Vai esat gatavs samazin\u0101t atkl\u0101\u0161anas izmaksas?<\/h3>\n\n\n<p>Katrs gad\u012bjums ir at\u0161\u0137ir\u012bgs. Da\u017e\u0101di dokumentu veidi. Da\u017e\u0101di jaut\u0101jumi. Da\u017e\u0101di p\u0101rskat\u012b\u0161anas protokoli.<\/p>\n<p>M\u0113s nep\u0101rdodam univers\u0101lus risin\u0101jumus. M\u0113s apl\u016bkojam j\u016bsu konkr\u0113tos gad\u012bjumus un atkl\u0101\u0161anas probl\u0113mas. M\u0113s identific\u0113jam, kur m\u0101ksl\u012bgais intelekts sniedz visliel\u0101ko v\u0113rt\u012bbu. M\u0113s izveidojam darba pl\u016bsmu, kas atbilst j\u016bsu procesam.<\/p>\n<p>Apspried\u012bsim j\u016bsu dokumentu p\u0101rskat\u012b\u0161anas probl\u0113mas un to, kur m\u0101ksl\u012bgais intelekts var sniegt re\u0101lu ietekmi.<\/p>\n\n<p><a href=\"https:\/\/www.leaplytics.de\/lv\/kontaktinformacija\/\">Apspriediet savas dokumentu p\u0101rskat\u012b\u0161anas vajadz\u012bbas<\/a><\/p>\n\n<p><a href=\"https:\/\/www.leaplytics.de\/lv\/juridiskas-tiesibas-ai\/\">Atgriezties pie juridisk\u0101 AI p\u0101rskata<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>AI for Document Review in Litigation &#038; Investigations: Find the Needle Without Reading Every Piece of Hay Legal cases mean documents. Thousands of them. Sometimes millions. Emails. Attachments. PDFs. Chat logs. Text messages. Presentations. Spreadsheets. Photos with text. Contracts. Meeting notes. All of it needs review. All of it needs classification. Relevant or not. Privileged &hellip; <\/p>","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-14462","page","type-page","status-publish","hentry","latest_post"],"_links":{"self":[{"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/pages\/14462","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/comments?post=14462"}],"version-history":[{"count":1,"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/pages\/14462\/revisions"}],"predecessor-version":[{"id":14471,"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/pages\/14462\/revisions\/14471"}],"wp:attachment":[{"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/media?parent=14462"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}