Helmut Prieschenk los ntawm Witron (daim duab) thiab Franziskos Kyriakopoulos, tus tsim ntawm 7LYTIX los ntawm Linz, Austria, tau tham txog ChatGPT, kev kawm tshuab hauv logistics, thiab xav tau kev kwv yees rau cov khw muag khoom noj. Ob leeg pom zoo - AI thev naus laus zis muaj ntau yam kev ua kom zoo tshaj plaws rau kev ua kom zoo dua cov txheej txheem hauv lub chaw faib khoom nrog rau tag nrho cov saw hlau. Tab sis cov ntaub ntawv siab zoo tsis yog qhov tseem ceeb xwb. Ib yam tseem ceeb rau cov qauv ntaub ntawv yog cov kev paub ntawm tib neeg thiab cov kev xav tau ntawm cov neeg siv khoom.
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"Thiab thaum hmo ntuj txhua leej txhua tus yog AI influencer," tso dag Prieschenk, Tus Thawj Coj ntawm Witron. Nws xav tham txog kev lag luam AI, thov kev kwv yees, thiab me ntsis txog ChatGPT. Kyriakopoulos thiab nws pab neeg tsim kho tshuab kev kawm daws teeb meem rau cov khw muag khoom thiab kev lag luam. Nws yog physicist, thaum Prieschenk yog ib tug lej. "Qhov ntawd yog qhov sib xyaw txaus ntshai." Prieschenk ceeb toom. "Tau kawg, peb twb tau hais txog LLMs (Large Language Models) ntawm Witron. Txawm li cas los xij, kuv yuav thov kom muaj kev thaj yeeb nyab xeeb. Lub ntiaj teb yuav tsis xaus los ntawm kev siv lawv - thiab peb tab tom tshawb xyuas tsis tu ncua seb cov cuab yeej no puas tsim nyog. kom tsim nyog pab peb cov neeg siv khoom lossis peb cov neeg tsim khoom nrog kev ua raws li cov neeg siv khoom xav tau. "
Kyriakopoulos pom zoo, tab sis twb tau hais txog cov ntawv thov. "LLMs yog qhov zoo ntawm kev ua raws li kev txiav txim - kev txiav txim, kev them nqi, kev muag khoom, lossis kev sib txuas lus ntawm cov neeg siv khoom. Qhov ntawd tuaj yeem siv rau hauv kev lag luam thiab kev lag luam. Muaj ntau hype, ntau tus influencers khiav ncig nthuav tawm ib nrab qhov tseeb." Witron twb tau ntsib qhov no, Prieschenk hais. Cov neeg sib tw rau OPM system tau tshaj tawm AI hauv cov txheej txheem stacking. "Tab sis cov txiaj ntsig tsis tuaj yeem yeej qhov kev ua haujlwm ntawm peb Witron OPM. Cov no tsis tau tsim nrog AI, tab sis nrog kev txawj ntse ntawm tib neeg, raws li kev txhim kho software, kev sib txuas lus nrog cov neeg siv, thiab ntau xyoo ntawm kev ua haujlwm. Peb ib txwm yuav tsum ua tib zoo mloog, Peb cov neeg siv khoom yeej ib txwm tsis nrhiav cov cuab yeej tshiab, lawv muaj teeb meem thiab xav tau kev daws teeb meem ua haujlwm uas ua kom zoo dua cov txheej txheem logistics hauv qhov chaw faib khoom lossis hauv cov saw hlau, uas ua haujlwm ruaj khov hauv kev siv tswv yim. , thiab tuaj yeem muaj txiaj ntsig zoo rau hauv cov qauv cog qoob loo. "
Tab sis tsis yog qhov kev ua siab ntev tuav peb rov qab hauv lub teb chaws Yelemees thiab Europe? "Kuv yeej xav tau ROI", Prieschenk hais ntxiv. Kyriakopoulos hais tias "Cov neeg tsim tawm LLM muaj qhov kub hnyiab ntawm $ 500 lab hauv ib xyoos thiab xav tau ob peb txhiab daus las," said Kyriakopoulos. "Qhov ntawd yuav yog qhov tsis txaus ntseeg hauv Tebchaws Yelemees lossis hauv Austria."
Puas yog peb pheej pheej hmoo tsawg dhau? Prieschenk tsis ntseeg. "Kuv tsis xav li ntawd. Thaum kuv saib kev nqis peev hauv Q-lag luam, piv txwv li, kuv kiv taub hau. Qhov ntawd yog qhov uas ntau tus tub ua lag luam tau muaj kev pheej hmoo tag nrho. Tab sis kev ua lag luam tau txhim kho mus rau qhov sib txawv kiag li. Nyob rau lub sijhawm no, kev sib koom ua ke tau tshwm sim, cov neeg lag luam tau txav mus los. Peb cov khw muag khoom xav tau AI thiab tab tom nqis peev hauv thev naus laus zis, tab sis peb thiab peb cov neeg siv khoom xav tau AI cov cuab yeej, xws li cov qauv lossis cov duab txheeb xyuas, uas yog pob tshab rau. tom qab ntawd daws cov teeb meem uas peb daws tsis tau ua ntej lossis tsuas yog daws tau nrog kev siv zog ntau. "
7LYTIX cov neeg tsim khoom ua haujlwm nrog LLMs, tab sis kev tsom mus rau qhov xav tau kev kwv yees. "Peb tuaj yeem muab cov txiaj ntsig ntxiv, tab sis qee lub tuam txhab feem ntau tsis nkag siab thaum pib tias tus nqi ntxiv ntawm tus qauv yuav yog dab tsi. Kev muag khoom ntau dua los ntawm kev sib txuas lus zoo dua nrog cov neeg siv khoom lossis kev muag khoom ploj? Ntau tus neeg tsis tuaj yeem suav qhov ntawd. lawv xav tau kev pab los ntawm peb," hais Kyriakopoulos. Prieschenk hais ntxiv: "Peb cov neeg siv khoom Witron tuaj yeem suav tau zoo heev thiab tau ua tiav lawv txoj kev lag luam ntau xyoo dhau los. Tab sis kuv nkag siab tias Mr. Kyriakopoulous txhais li cas: Ua ntej, peb yuav tsum qhia meej txog qhov yuav tsum tau ua kom zoo. supply chain network, covlub tsev khaws khoomqhov loj me, txawm tias lawv xav tau los ze zog rau cov neeg siv khoom, seb puas yuav txo cov sij hawm dhau los, hloov lub voj voog xa khoom, txo cov khoom noj khoom haus thiab cov khoom lag luam tawm, lossis muaj cov khoom lag luam tsawg dua hauv lub warehouse. Hauv qhov kev hwm no, peb tau kawm ntau yam ua ke nrog peb cov neeg siv khoom los ntawm ntau qhov chaw hauv ntiaj teb. Peb kuj tau kawm tias cov kev cai rau hnub so hauv tuam txhab nyiaj hauv Finland txawv ntawm cov neeg nyob hauv Asmeskas, lossis hnub Monday muaj cov kev cai sib txawv dua li hnub Thursday. Thiab peb tsis xav tau kev kawm tob tob. "
Yuav tsum muaj qhov tseeb npaum li cas?
Nws qhov kev thov kwv yees ua haujlwm li cas? "Ua ntej, peb yuav tsum tau txais cov ntsiab lus ntawm cov ntaub ntawv. Qhov no yog kev ua haujlwm rau ntau lub khw muag khoom. Nws tsis yog tsuas yog hais txog cov khoom khaws cia, tab sis kuj hais txog tus nqi ntawm cov khoom hauv khw, ntau npaum li cas tau muag, uas cuam tshuam rau yam xws li kev txhawb nqa. muaj nyob, muaj pes tsawg tus muag khoom poob hauv khw, thiab ntau ntxiv", piav qhia Kyriakopoulos. Tsis tas li ntawd, muaj cov neeg siv khoom phaib, caij nyoog, qhov chaw ntawm lub khw lossis cov khoom tshwj xeeb. "Thiab peb yuav tsum paub tias muaj dab tsi hauv lub chaw faib khoom, hauv chav tsev tom qab ntawm lub khw, hauv cov tsheb thauj khoom ntawm txoj kev, vim tias kev ua kom zoo dua tsis xaus rau hauv lub khw. Nws tseem ceeb heev kom tsis txhob hla lub tuam txhab lossis hla kev txwv. Raws li cov ntaub ntawv pas dej, ib feem tseem ceeb ntawm cov ntaub ntawv xav tau yog feem ntau paub, tab sis cov tuam tsev sib txawv hmoov tsis zoo nrhiav kev nyiam sib txawv. " Prieschenk tau pom zoo: "Txawm tias kev tsim khoom siv logistics yuav tsum tsis txhob tsom mus rau qhov chaw faib khoom lossis cov kev nyiam tseem ceeb ntawm cov chaw thauj khoom, lossis cov chaw ua haujlwm cuam tshuam xws li kev yuav khoom lossis xa khoom. sab hauv thiab sab nraud - thiab kom tsis txhob silos ntau li ntau tau, ob qho tib si lub cev thiab hauv IT. "
"Cov ntaub ntawv ntws mus rau hauv cov qauv yooj yim heev", txuas ntxiv Kyriakopoulos. "Lub hauv paus yog tib neeg cov kev paub dhau los. Qhov ntawd tsis yog AI tsis tau. Peb tham txog kev thim rov qab. Tom qab ntawd peb nug peb tus kheej tias peb tau zoo dua. Qhov no yog ua raws li lub sijhawm tshuaj ntsuam xyuas thiab thawj txoj hauv kev kawm tshuab. Peb ib txwm yuav tsum saib qhov tseeb npaum li cas peb tuaj yeem ua tiav los ntawm qib tom ntej piv rau ntau npaum li cas tus nqi ntxiv rau cov neeg siv khoom thiab cov neeg siv. "
Thiab Witron? "Peb yuav tsum xyuas kom meej tias cov tshuab ua kom haum rau cov qauv. Vim tias physics yuav tsum ua haujlwm tib yam. Peb puas muab cov rooj plaub lossis cov khoom? lossis ib yam khoom uas muaj ob qho kev xaiv? ?" teb Prieschenk.WITRONlogistics chaw tsim kom yooj yim rau ob lub khw thiab e-lag luam. Tus yuam sij rau kev ua tiav kev ua tiav, txawm li cas los xij, yog xav tias cov txheej txheem rov qab mus thoob plaws txhua txoj hauv kev - los ntawm cov neeg siv khoom mus rau qhov chaw faib khoom thiab, yog tias tsim nyog, txawm tias ntxiv rov qab, txhua txoj hauv kev mus rau tus neeg muag khoom. Nws pom kev sib tw tshwj xeeb hauv kev piav qhia ntawm tus qauv. "Peb muaj kev thawb thiab rub cov tshuab nrog peb cov neeg siv khoom. Qee qhov ua haujlwm zoo dua li lwm tus."
Cov thawj coj hauv khw yuav cia tus qauv AI qhia lawv cov lus txib yav tom ntej? Kyriakopoulos paub qhov kev sib cav los ntawm kev lag luam zam. "Yog hais tias ib tug neeg tau mus yuav khoom nyob rau hauv 20 xyoo, nws yog ib qho nyuaj rau tam sim ntawd piav qhia tus nqi ntxiv los yog kom cov neeg siv khoom hais tias tus qauv no yuav zoo dua. Tab sis peb ua kom nws pob tshab - peb hais tias yam twg peb siv, peb hnyav npaum li cas, thiab qhov twg muaj feem cuam tshuam. "
Tib neeg muaj kev tswj hwm
Cov kws tshaj lij ntawm Austria tuaj yeem saib 18 lub hlis rau yav tom ntej. Lawv siv cov kev sib txuas los txuas cov qauv mus rau cov txheej txheem uas twb muaj lawm ntawm cov khw muag khoom, cov chaw tsim khoom steel, lossis cov khw muag khau khau. "Kuv tsis xav rhuav txhua yam kom siv tus qauv AI", Kyriakopoulos luag. "Qhov no yog txoj hauv kev - kev koom ua ke rau hauv cov vaj tsev uas twb muaj lawm", lees paub Prieschenk.
Tab sis tus qauv muaj zog npaum li cas? Lo lus tseem ceeb: Covid 19. "Peb tsis tuaj yeem pom qhov ntawd," tus kws tshaj lij Austrian piav qhia. "Peb tau ua haujlwm nrog tus qauv hauv kev thauj khoom khov thaum lub sijhawm. Kev kwv yees luv luv tsis zoo thaum pib, tab sis tom qab ib lub lim tiam, tus qauv rov ua haujlwm dua. Tom qab ob lub lis piam, nws ruaj khov. Tab sis kev kwv yees ib leeg yog Tsis txaus, tus neeg siv khoom yuav tsum ua haujlwm nrog nws - piv txwv li ntxiv dag zog rau kev lag luam, khiav kev tshaj tawm, lossis kho tus nqi, yog tias tsim nyog."
"Qhov ntawd yog qhov tseem ceeb," Prieschenk hais. "Qhov no yog thaum tib neeg tswj hwm. Tsis txhob kwv yees lub siab lub siab ntawm tus thawj coj logistics, tus kws tshaj lij kev pabcuam, lossis tus neeg ua haujlwm hauv khw. Tib neeg cov kev paub dhau los thiab cov qauv ntaub ntawv ua haujlwm tau zoo yog lub hauv paus rau kev txawj ntse - piv txwv li, txoj kev txiav txim siab hauv lub sijhawm ntev. Nyob rau hauv lub chaw faib khoom, qhov no kuj tseem siv tau rau kev siv cov tswv yim txij nkawm lossis 'kev ua haujlwm raug' ntawm qhov system. Thiab qhov tseem ceeb, cov qauv, cov cuab yeej, thiab cov kev daws teeb meem yuav tsum muaj kev ruaj khov thiab ua pov thawj lawv tus kheej hauv kev siv tswv yim, xa tawm tiag tiag ntxiv. muaj nuj nqis hauv kev lag luam niaj hnub. "
AI muab cov ntaub ntawv, tus neeg saib xyuas txiav txim siab thiab tseem muaj kev tswj hwm tus txheej txheem. "Peb tau hloov kho physics nyob rau hauv lub chaw logistics tshaj 20 xyoo dhau los. Nrog rau OPM kev daws teeb meem, peb tau tswj xyuas tias cov khoom yuav cia li tso rau hauv pallets thiab yob ntim yam tsis muaj qhov yuam kev thiab hauv lub khw muag khoom zoo. Tam sim no peb tab tom ua cov kauj ruam tom ntej thiab xaiv. rau cov ntaub ntawv thiab qhov kawg-rau-kawg logistics qauv.Thiab kuv paub tseeb tias kuv tseem yuav ntsib qhov kawg-rau-kawg Witron AI qauv rau lub tsev khaws khoom, "Prieschenk kwv yees.
