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LLMs na iya zama gajiya
Sharhi
Mewayz Team
Editorial Team
Hacker News
Hakikanin Haƙiƙanin Ƙarfafawa na LLM Gold Rush
Manyan Samfuran Harshe (LLMs) sun fashe zuwa wurin, suna yin alƙawarin kawo sauyi yadda muke aiki, ƙirƙira, da sadarwa. Tsoron farko na iyawarsu, duk da haka, yana ba da hanzari zuwa ga wani yanayi na gajiya ga yawancin shugabannin kasuwanci da ƙungiyoyi. Bayan kanun labarai da tallan tallace-tallace ya ta'allaka ne da gaskiyar haɗewar ciwon kai, farashin balloon, da madaidaicin ƙaramar damuwa game da amincin bayanai da daidaito. Alkawarin yana da yawa, amma hanyar gane shi na iya zama mai gajiyar gaske.Marathon Haɗin Kai
Ɗauki sabon LLM sau da yawa yana jin ƙarancin jujjuya canji kuma fiye da fara aikin gini mai rikitarwa daga karce. Kowane samfuri ko kayan aikin AI tsibiri ne mai zaman kansa, yana buƙatar APIs na al'ada, ƙa'idodin tabbatarwa na musamman, da ilimi na musamman don haɗawa zuwa CRM ɗinku na yanzu, software na sarrafa ayyuka, ko dandamalin sadarwa. Nauyin ya hau kan ƙungiyar IT ɗinku ko masu haɓakawa don ginawa da kula da waɗannan gadoji masu rauni, tare da cire su daga ainihin ƙirƙirar kasuwanci. Wannan rarrabuwar kawuna yana haifar da tsarin faci inda aka ɓoye bayanai, an karye ayyukan aiki, kuma bayanan da aka yi alkawari ba za su iya isa ba. Rashin gajiya yana zuwa ne ta hanyar gina haɗin kai kullum maimakon amfana daga tsarin da aka haɗa.Farashin Boye: Fiye da Alamu kawai
Duk da yake farashin "token" na kowane-tambayi shine mafi kyawun bayyane, magudanar kuɗi na gaskiya galibi ana ɓoyewa. Yi la'akari da albarkatun da aka cinye:- Sa'o'i Masu Haɓakawa: Sa'o'i marasa iyaka da aka kashe akan haɗin kai, injiniyan gaggawa, da magance matsala.
- Subscription Sprawl: Lasisi da yawa don kayan aikin AI daban-daban don rubutu, ƙididdigewa, bincike, da ƙira.
- Kulle Shiga: Zurfafa saka hannun jari a cikin kayan aikin muhalli guda ɗaya da tafiyar aiki yana sa sauyawa cikin wahala.
- Frectional Operation:Lokacin da ma'aikata suka ɓace kullum suna canzawa tsakanin aikace-aikace daban-daban da mahallin.
Wannan rikitaccen tsada yana juya kayan aiki da nufin haifar da inganci zuwa tushen damuwa na kasafin kuɗi da ja da aiki, gajiyar kuɗi da jarin ɗan adam.
Matsalar Matsala da Matsalolin Halucination
Watakila mafi yawan gajiyawar tunani na aiki tare da maƙasudin LLMs shine rashin mahallin kasuwanci na asali. Dole ne ku ba da ƙwazo da ƙwazo, ayyana sautin kamfani, loda takaddun da suka dace, da kuma fayyace faɗakarwa ga kowane hulɗa ɗaya. Wannan "Loading Context" haraji ne mai maimaitawa akan yawan aiki. Mafi muni shine shakku na dadewa game da daidaito. Halin LLMs na "hallucinate" tabbatacce amma bayanin da ba daidai ba yana tilasta ku shiga cikin aikin mai binciken gaskiya na har abada, yana lalata amana da inganci da kuke nema. Ƙarfin tunani da ake buƙata don tabbatarwa da daidaita abubuwan da aka fitar na iya ɓata ajiyar lokaci."Babban kalubale tare da AI ba shine basirarsa ba, amma kadaici. Muna neman samfurori masu haske don yin aiki a cikin duhu, ba tare da samun damar yin amfani da yanayin rayuwar kasuwancinmu ba, sannan kuma muna mamakin dalilin da ya sa fitowar ta ji da yawa kuma yana buƙatar gyaran hannu sosai."
Maganin Gyaran Halittu: Hannun Hannu, Ba a Kunnawa ba
Wannan zagayowar gajiya ba makawa ba ce. Maganin ba yana cikin watsi da LLMs ba, amma a ƙaura daga ɗaukar su azaman aikace-aikace na tsaye. Gaba shine tsarin aiki na kasuwanci na zamani inda AI wani yanki ne na asali wanda aka saka a cikin masana'antar ayyukan da kake ciki. Wannan ita ce ainihin falsafar da ke bayanMewayz. Maimakon tilasta ƙungiyar ku don jujjuya shafuka goma sha biyu na AI, yi tunanin tsarin sarrafa aikin ku da fahimtar ayyukanku da ƙirƙirar taƙaitaccen bayani. Hasashen CRM ɗin ku yana tsara keɓaɓɓen sadarwar abokin ciniki ta atomatik dangane da cikakken tarihin hulɗa, ba tare da kwafin liƙa da ake buƙata ba.💡 DID YOU KNOW?
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Start Free →A cikin dandali kamarMewayz, ana amfani da ikon LLM a cikin mahallin ainihin bayanan kasuwancin ku da tafiyar matakai. Ya san ayyukan ku, abokan cinikin ku, da harshen ku na aiki saboda yana zaune a cikin tsarin da bayanan ke zaune. Wannan yana kawar da marathon haɗin kai, yana rage nauyin fahimi na saitin mahallin akai-akai, kuma yana ƙunshe da farashi a cikin haɗin kai, mahalli mai daidaitawa. An gina bayanan sirri a ciki, ba a kulle su ba, yana bawa ƙungiyoyi damar mai da hankali kan yin amfani da basira maimakon yin kokawa da fasaha.
Tambayoyin da ake yawan yi
Gaskiya Mai Ciki na LLM Gold Rush
Manyan Samfuran Harshe (LLMs) sun fashe zuwa wurin, suna yin alƙawarin kawo sauyi yadda muke aiki, ƙirƙira, da sadarwa. Tsoron farko na iyawarsu, duk da haka, yana ba da hanzari zuwa ga wani yanayi na gajiya ga yawancin shugabannin kasuwanci da ƙungiyoyi. Bayan kanun labarai da tallan tallace-tallace ya ta'allaka ne da gaskiyar haɗewar ciwon kai, farashin balloon, da madaidaicin ƙaramar damuwa game da amincin bayanai da daidaito. Alkawarin yana da yawa, amma hanyar gane shi na iya zama mai gajiyar gaske.Marathon Haɗin Kai
Ɗauki sabon LLM sau da yawa yana jin ƙarancin jujjuya canji kuma fiye da fara aikin gini mai rikitarwa daga karce. Kowane samfuri ko kayan aikin AI tsibiri ne mai zaman kansa, yana buƙatar APIs na al'ada, ƙa'idodin tabbatarwa na musamman, da ilimi na musamman don haɗawa zuwa CRM ɗinku na yanzu, software na sarrafa ayyuka, ko dandamalin sadarwa. Nauyin ya hau kan ƙungiyar IT ɗinku ko masu haɓakawa don ginawa da kula da waɗannan gadoji masu rauni, tare da cire su daga ainihin ƙirƙirar kasuwanci. Wannan rarrabuwar kawuna yana haifar da tsarin faci inda aka ɓoye bayanai, an karye ayyukan aiki, kuma bayanan da aka yi alkawari ba za su iya isa ba. Rashin gajiya yana zuwa ne ta hanyar gina haɗin kai kullum maimakon amfana daga tsarin da aka haɗa.Farashin Boye: Fiye da Alamu kawai
Duk da yake farashin "token" na kowane-tambayi shine mafi kyawun bayyane, magudanar kuɗi na gaskiya galibi ana ɓoyewa. Yi la'akari da albarkatun da aka cinye:Matsalar Magana da Matsalolin Halucination
Watakila mafi yawan gajiyawar tunani na aiki tare da maƙasudin LLMs shine rashin mahallin kasuwanci na asali. Dole ne ku ba da ƙwazo da ƙwazo, ayyana sautin kamfani, loda takaddun da suka dace, da kuma fayyace faɗakarwa ga kowane hulɗa ɗaya. Wannan "Loading Context" haraji ne mai maimaitawa akan yawan aiki. Mafi muni shine shakku na dadewa game da daidaito. Halin LLMs na "hallucinate" tabbatacce amma bayanin da ba daidai ba yana tilasta ku shiga cikin aikin mai binciken gaskiya na har abada, yana lalata amana da inganci da kuke nema. Ƙarfin tunani da ake buƙata don tabbatarwa da daidaita abubuwan da aka fitar na iya ɓata ajiyar lokaci.Maganin Gyaran Halitta: Hannun Hannu, Ba a Kunnawa ba
Wannan zagayowar gajiya ba makawa ba ce. Maganin ba yana cikin watsi da LLMs ba, amma a ƙaura daga ɗaukar su azaman aikace-aikace na tsaye. Gaba shine tsarin aiki na kasuwanci na zamani inda AI wani yanki ne na asali wanda aka saka a cikin masana'antar ayyukan da kake ciki. Wannan ita ce ainihin falsafar bayan Mewayz. Maimakon tilasta ƙungiyar ku don jujjuya shafuka goma sha biyu na AI, yi tunanin tsarin sarrafa aikin ku da fahimtar ayyukanku da ƙirƙirar taƙaitaccen bayani. Hasashen CRM ɗin ku yana tsara keɓaɓɓen sadarwar abokin ciniki ta atomatik dangane da cikakken tarihin hulɗa, ba tare da kwafin liƙa da ake buƙata ba.Shin Kun Shirya Sauƙaƙe Ayyukanku?
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