IA ci gis-gis yoon
IA dafay seet ay imeel yu bari, ay këyit, ak ay waxtaan ngir gis li gëna am solo ci àtte - muy liggéey bu ñuy woowe e-discovery.
Résumé
It matters because modern cases can involve millions of files, and manual review by lawyers is slow, costly, and error-prone.
Plongeur bu xóot
Ci biir àtte, ñaari pàcc yi dañu wara weccoo këyitu 'gis-gis' bi war. Tay loolu dafay faral di tekki seetee ay terabyte ci imeel, bataaxal Slack, kontraa ak këyitu xayma. 'Xam-xam buñ jàppale ci xarala yu bees' (TAR) bi IA di doxalee moo tax lii yomba def. Avocat yi dañuy kode benn misaalu këyitu dokimaa ngir wane ni amna solo am déet, ba noppi benn xeetu jàngu masin dafay jàng motif bi, ba noppi tànn milioŋ yi des ci njariñ li ñu mëna am — muy liggéey bu ñuy woowe kodage predictive. Tribunaal yi nangu nañu TAR bi Da Silva Moore jëlee dogal bu am solo ci 2012 ba leegi. Lu weesu rang, IA dafay boole ay këyitu nuru, gis lu jege ñaari yoon ak ay buum imeel, ba noppi jëfandikoo NLP ngir gis ay konsept (du ay baatu-caabi kese) ak fësal jokkoog avocat-client. IA Generative leegi demna lu gëna sori, di tënk këyitu dokimaa ak tontu ay laaj ci dosiye ci làkk wu yomb. Lépp soo ko boolee: jàngat bu gëna gaaw, njëg bu woyof, te barina lu gëna dëggu ci jàngat yu nit ñi sonn.
Gis-gis xarala
TAR bu yàgg dafay jëfandikoo ay xaajalug mbind yuñ saytu (regression logistik, SVMs) ci man-mani këyitu dokimaa; 'TAR 2.0' dafay jëfandikoo jàngat buy wéy, di barab bi model bi di wéy di rangoowaat ak di joxe këyit yi gëna am njariñ ngir ñu xoolaat leen ba keroog ñu jeexal mbir yi ci nekk. Seetug konsept mingi aju ci embeddings vecteur suko defee dokimaa yu nuru semantik di feeñ doonte amul baatu-caabi yuñ bokk. Generative IA dafay yokk ay retrieval yuñ yokk ay resumé - di dindi ay paas yuñ siif ngir awokaa yi mëna firndeel kàddu yi moo gën ñu wóolu benn kees bu ñuul.
njeextalu pexe
Kontekst bi ak sàrt yi
Xeetu liggéey bi mooy wane ndax xalaati IA yi dina ñu mëna wéy di jëflante ak dëggantaan.
Xool kalite
Teg domen yi deñuy indi jafe-jafe ci ni njuumte yi di doxee ak ci xeetu saytu yi.
Tabax tànneef
Dugalug liggéey bu baax dafay méngale kàttan xarala yi ak def liggéey bi ci kanam.
Ëlëgu IA ci gis-gis yoon
Juntuwaay yu bees yi mungi soppali gis gis bi juge ci 'wut ay këyitu yu am solo' mu jublu ci 'tontu ay laaj ci firnde yi.' Xaarandil jumtukaay yuy bind chronologie, xàmmee seede yu am solo yi, ak fësal lu wuute ci ay milioŋ ciy dosiye. Waaye xalaat lu jaarul yoon ap risk bu rëy la: daan nañu ay awoka ndax deñu doon wax ci ay dosiye yu juge ci juntuwaay yu bees yi, kon nak lu muna firnde, ay genni yu and ak siif ak siif nit lu am solo la. Kuur yi dinañu genne ay tegtal ci wallu fësal jëfandikoo juntuwaay yu bees yi, te aar sañ-sañ bi dina gëna xarañ ndax waxtaan yi ak bataaxal yu gàtt yi deñuy jafeel li wara am.
Doxal ci àdduna dëgg
Ci dosiye antitrust yu mag wala njuuj njaaj, kodage predictive dafay rang ay milioŋ ciy imeel suko defee avocat yi njëkka xoolaat li gëna am solo, dagg waxtu xoolaat yi bu baax.
Seetug konsepti NLP dafay gis dokimaa yuy wax ci benn sujet (lu melni, 'fixing njëg') doonte musu ñu jëfandikoo kàddu yooyu ndànk.
Threading email ak gis-gis bu jege ñaari yoon dañuy dindi ay junni kopi yu bari ci ay mbir yuñ wara xoolaat.
Gis-gis yelleefu IA dafay màndargaal jokkoog avocat-kiliyaan suko defee ñu baña joxe beneen wàll bi ci anam wu jaarul yoon.
Risk yi ak balustrade yi
Wareef yiñ tëral mën nañu dindi prototype yu am doole yi.
Done yu am taarix mën nañu tënk luy lore ci yenn askan.
Sistem yu yàgg yi mën nañu indi ay jafe-jafe ci lëkkaloo ak njëg yu nëbbu.
Roadmap ngir samp gi
Boole ay kàngam ci domen bi, dalee ko ci kaadar jafe-jafe yi ba ci jàngat bi.
Nafar ay yoon ngir saytu ak ay këyit balaa ngay tàmbali.
Teela xool ni ñuy sàmmoonte ak seeni wareef ci wàllu kaaraange.
Defar ko ci ay fase yu leer ci taxawal ak dellu ginaaw.
Weyal di banneexu
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Gis bi ci topp
IA ci gis-gis drog
Laaj yi ñuy faral di laaj
What is AI in Legal Discovery?
IA dafay seet ay imeel yu bari, ay këyit, ak ay waxtaan ngir gis li gëna am solo ci àtte - muy liggéey bu ñuy woowe e-discovery. Dafa am solo ndax dosiye yi ci jamono jii mën nañu amaale ay milioŋ ciy dosiye, te xoolaat bi avocat yi di def ak loxo dafa yeex, dafay seer, te bari njuumte.
Lan mooy 'kodage buy wax luy am' ci e-discovery?
Avocat yi dañuy wax misaal bi ni amna solo am déet; model bi dafay jàng motif bi ba noppi rang dokimaa yi des suko defee ñu njëkka xoolaat li gëna am solo.
Lan moo nekkoon lu am solo ci àtte bu Da Silva Moore ci 2012?
Da Silva Moore ab àtte bu teela am doole la woon, di jàppale jëfandikoo xarala yu bees yuñ jàppale ci xoolaat (TAR) ci gis-gis yi ci yoon.
Lan moo wuutale seetlu konsept ak seetlu baat-caabi bu leer?
Jëfandikoo vecteur embeddings, seetlu konsept surface dokimaa yuy wax ci topic doonte duñu am baatu seetlu literal.
Lan mooy 'jàng mu wéy di dox' (TAR 2.0)?
TAR 2.0 dafay baamtu rang dokimaa yi ak surface yi gëna am njariñ ngir ñu xoolaat ba dokimaa yi am solo jeex, di gëna jëm kanam.
Lan moo waral hallucination nekk jafe-jafe bu rëy sooy jëfandikoo IA generatif ci liggéeyu yoon?
Royuwaayi defar mën nañu defar ay sitaasioŋ; avoka yi deñoo jano ak ay daan ndax deñoo joxe ay këyitu dosiye yu amul te juntuwaay yu bees yi sosal ko, loolu nak defay tax xool bu baax.