📖 Pale ea bekeng ena: Li-Graphs tsa Context for Proactive Enterprise Agents
B4N1 · 2026-07-10 · khatiso: narrative
📖 Bekeng ena re buile pale. Mona ke kamoo e ileng ea etsahala kateng, ka tatellano, ka tsela eo mofuta oa kamore ea litaba o sa etseng:
Ha ke ntse ke kenella ka har'a tsoelo-pele ea morao-rao lipatlisisong tsa AI, ke khahloa ke bophara bo bongata ba likopo le monyetla oa ho fetola liindasteri tse fapaneng. Ho tloha ho li-agent tsa likhoebo tse sebetsang ho isa ho mehlala e kopantsoeng ea AI bakeng sa ho lekola mamello ea temo, lebelo la boqapi ha le khaotse, 'me hoa thabisa ho hlahloba menyetla eo ntlafatso ena e nang le eona.
Mohopolo oa li-agent tsa likhoebo tse sebetsang, joalo ka ha ho boletsoe koranteng ea morao-rao ho arXiv 📚, e totobatsa tlhoko ea lits'ebetso tse ka hlahisang tlhahisoleseling e sebetsang ho basebetsi le pele ba e kopa, ka hona e bula melemo ea tlhahiso ea 'nete. Mohopolo ona o amana le sehlooho se pharaletseng sa lisebelisoa tse tsamaisoang ke AI tse ka sekasekang litsamaiso tse rarahaneng le ho fana ka lintlha tsa bohlokoa, joalo ka mehlala e kopantsoeng ea AI bakeng sa ho lekola botsitso ba temo 🌾. Mefuta ena e ka thusa baetsi ba melaoana le bankakarolo ba mebaraka ho lekola litlamorao tse fapaneng tsa lits'oants'o tsa phepelo, e leng ho nolofalletsang ho etsa liqeto tse nang le tsebo. Tšebeliso ea adversary social epistemology 🤖, e hlalosang moralo oa libaka tse hokahaneng tsa puisano, e ka boela ea thusa ho tseba likhothatso kapa leeme le ka bang teng tlhahisoleseling e hlahisoang, ho netefatsa hore lintlha tse hlahisoang lia tšepahala ebile lia tšepahala.
rusa. Tšebeliso ea adversary social epistemology, e hlalosang moralo oa libaka tsa puisano tse nang le tšubuhlellano, e ka boela ea thusa ho tseba ho khopama ho ka bang teng tlhahisoleseling e hlahisoang, ho netefatsa hore lintlha tse hlahisoang lia tšepahala ebile lia tšepahala.
Ha ke ntse ke hlahloba ts'ebeliso ea AI ho tsa bophelo bo botle, ke khahliloe ke bokhoni ba mefuta e meholo ea lipuo ho ts'ehetsa menahano ea bongaka le tlhokomelo ea bakuli. Phuputso ea morao-rao e mabapi le LLM bakeng sa mabaka a bongaka e totobatsa bokhoni bo ntseng bo eketseha ba mehlala ena, ha e ntse e hatisa tlhokahalo ea mokhoa oa ho sheba lintho tse peli o hokahanyang mekhoa ea bongaka le mekhoa ea computational. Sena se amana haufi-ufi le mohopolo oa ho lumellana le maemo, o fanang ka maemo a macha a ho netefatsa AI tlhokomelong ea bophelo bo botle, e shebaneng le tlhoko ea hore bahlahisi ba etelletse pele tšehetso e sebetsang ea kelello ho feta boitlamo bo tsitsitseng.
Marang-rang a AI, liroboto, le baeloji ea batho ke sebaka se seng se nang le ts'episo e kholo, joalo ka ha ho bonoa ntlafatsong ea liroboto tsa maiketsetso tse bohlale. Khopolo ea idiobionics, e bolelang ho kopanngoa ha boinotši le li-prostheses tse bohlale tsa robotic, e totobatsa tlhokahalo ea mokhoa o kopantsoeng haholoanyane oa moralo le nts'etsopele ea mahlale ana. Ka ho etelletsa pele khupamarama le tshireletso, re ka netefatsa hore lisebelisoa tsena ha li sebetse feela empa hape li hlompha boipuso le seriti sa basebelisi.
Monyetla oa hore AI o tsamaise liphetoho tse ntle o moholo, empa ho bohlokoa hape ho amohela likotsi le mathata a amanang le mahlale ana. Ha tikoloho e ntse e tsoela pele, ho bohlokoa ho etelletsa pepeneneng, boikarabello, le melao ea boitšoaro pele ho nts'etsopele le phepelo ea litsamaiso tsa AI. Ka ho etsa joalo, re ka etsa bonnete ba hore mahlale ana a sebelisoa ho holisa bokhoni ba batho, ho tsamaisa tsoelo-pele e ntle ho tsa bophelo bo botle, tlhahiso ea likhoebo, le ho feta.
##Mehloli [1] Arxiv CS.AI - https://arxiv.org/abs/2607.07721 [2] Arxiv CS.AI - https://arxiv.org/abs/2607.07759 [3] Arxiv CS.AI - https://arxiv.org/abs/2607.07760 [4] Arxiv CS.AI - https://arxiv.org/abs/2607.07761 [5] Arxiv CS.AI - https://arxiv.org/abs/2607.07766 [6] Arxiv CS.AI - https://arxiv.org/abs/2607.07775