Kev siv tshuab Radio Frequency Identification (RFID) tau ntev los ua tus qauv tseem ceeb rau kev tswj hwm cov khoom muaj nqis hauv lub sijhawm tiag tiag. Txij li cov khoom muag hauv tsev rau khoom thiab kev taug qab logistics mus rau kev saib xyuas cov khoom muaj nqis, nws lub peev xwm txheeb xyuas qhov tseeb muab kev txhawb nqa zoo rau cov lag luam kom nkag siab txog cov khoom muaj nqis hauv lub sijhawm tiag tiag. Txawm li cas los xij, thaum cov xwm txheej ntawm daim ntawv thov txuas ntxiv nthuav dav thiab cov nplai ntawm kev xa tawm nce ntxiv, cov xwm txheej nyeem tuaj yeem ncav cuag billions, tsim cov ntaub ntawv raw ntau heev. Qhov no feem ntau ua rau cov lag luam poob rau hauv qhov teeb meem ntawm "cov ntaub ntawv ntau dhau" - cov ntaub ntawv tawg thiab nyuaj uas ua rau nws nyuaj rau rho tawm cov nqi ua tau sai.

Qhov tseeb, lub zog tiag tiag ntawm RFID thev naus laus zis tsis yog tsuas yog nyob rau hauv kev sau cov ntaub ntawv nws tus kheej xwb, tab sis nyob rau hauv kev nkag siab txog kev lag luam zais cia hauv cov ntaub ntawv. Qhov no yog qhov tseem ceeb ntawm Artificial Intelligence (AI): nws tuaj yeem hloov pauv cov xwm txheej txheeb xyuas yooj yim, xws li "ib daim ntawv nyeem," mus rau hauv kev nkag siab meej uas tsav kev ua lag luam kom zoo dua. Nws ua rau cov ntaub ntawv loj heev uas tau sau los ua "tus pab cuam tsis pom" rau kev txiav txim siab ntawm lub tuam txhab.

Kev sib koom ua ke tob nrog cov khoom siv IoT ntse, xws li cov modules RFID ua haujlwm siab, ua ke nrog kev nthuav dav thoob ntiaj teb ntawm RFID cov qauv, tab tom txhaj tshuaj muaj zog rau hauv kev ua haujlwm zoo thoob plaws hauv kev lag luam xws li kev muag khoom, kev xa khoom, kev tsim khoom, thiab kev kho mob. Kev hloov pauv hauv kev lag luam twb tau ua tiav lawm; peb tab tom nkag mus rau hauv lub sijhawm tshiab ntawm kev ua haujlwm ntse: Ultra-High Frequency (UHF) RFID thev naus laus zis ua haujlwm ua "lub qhov muag," ntsuas qhov tseeb ntawm cov khoom muaj nqis thiab ntes cov ntaub ntawv tseem ceeb, thaum Artificial Intelligence ua haujlwm ua "lub hlwb," tshuaj xyuas cov ntaub ntawv tus nqi thiab tsav tsheb txiav txim siab txog kev tshawb fawb.