Si ce epo ti g app oximately 613 millio data poi ts o July 21, 2026, Ai os’ dataset has expa ded to app oximately 878 millio data poi ts, addi g app oximately 265 millio data poi ts i just 23 days, a i c ease of app oximately 43%.
As Ai os co ti ues to adva ce the pla ed deployme t of 1,400 AI Nose systems ac oss semico ducto custome ma ufactu i g sites, additio al systems a e p og essively bei g i stalled a d b ought o li e. Each system expa ds Ai os’ etwo k of Physical Edge Nodes, ge e ati g p op ieta y eal-wo ld data a d feedi g the Compa y’s Sce tAI co ti uous lea i g a chitectu e.
The milesto e eflects the simulta eous adva ceme t of th ee co e eleme ts of Ai os’ Chemical I tellige ce st ategy: comme cial deployme t, p op ieta y eal-wo ld data a d co ti uous AI lea i g.
Ai os co ti ues to deploy AI Nose systems ac oss semico ducto ma ufactu i g e vi o me ts, whe e they captu e sce t a d chemical sig atu es u de eal-wo ld p ocess co ditio s.
Each active AI Nose system fu ctio s as a Physical Edge Node, ge e ati g eal-wo ld data that feeds i to the Sce tAI lea i g a chitectu e a d suppo ts ecog itio , compa iso a d co ti uous lea i g ac oss diffe e t ope ati g co ditio s, p ocess states a d time pe iods.
Ai os is buildi g a ei fo ci g cycle betwee comme cial executio a d Chemical I tellige ce:
As additio al AI Nose systems come o li e, Ai os expects the scale a d dive sity of its eal-wo ld dataset to co ti ue expa di g, fu the st e gthe i g Sce tAI’s co ti uous lea i g capabilities a d the lo g-te m value of Chemical I tellige ce.
Ai os believes the lo g-te m value of Chemical I tellige ce will be d ive ot by a y si gle se so o AI model, but by the co ti uous lea i g cycle c eated th ough physical-wo ld deployme t a d p op ieta y eal-wo ld data accumulatio .
U like data sou ced p ima ily f om the i te et o ge e ated th ough simulatio , Ai os’ dataset is captu ed f om actual semico ducto ma ufactu i g p ocesses a d eal-wo ld ope ati g e vi o me ts ac oss diffe e t time pe iods, p ocess states a d e vi o me tal co ditio s.
Withi this a chitectu e:
AI Nose se ses the physical wo ld. Real-Wo ld Chemical Data p ovides the data fou datio . Sce tAI d ives co ti uous lea i g. Chemical I tellige ce p og essively co ve ts that lea i g i to ecog itio , a omaly detectio , co elatio a alysis a d t e d ide tificatio .
Ai os desc ibes this evolutio as:
As its eal-wo ld dataset co ti ues to expa d, Ai os aims to adva ce Chemical I tellige ce f om ide tifyi g cha ges i the e vi o me t towa d u de sta di g a omalies a d co elatio s, a d p og essively developi g p edictive capabilities.
“G owi g f om 613 millio to 878 millio data poi ts – addi g 265 millio i just 23 days – is mea i gful p og ess. But what matte s most to us is that these additio al data poi ts a e comi g f om eal semico ducto ma ufactu i g p ocesses a d ope ati g e vi o me ts,” said Eddy Tsai, Chai ma , P eside t a d CEO of Ai os.
“As we adva ce ou pla ed deployme t of 1,400 AI Nose systems ac oss semico ducto ma ufactu i g e vi o me ts, additio al systems a e bei g i stalled a d b ought o li e. We a e addi g mo e tha systems – we a e addi g Physical Edge Nodes that se se the physical wo ld, ge e ate p op ieta y eal-wo ld data a d co t ibute to co ti uous lea i g.”
“This is the Real-Wo ld Data Flywheel we have bee buildi g: mo e deployme ts ge e ate mo e eal-wo ld data; mo e data st e gthe s Chemical I tellige ce; bette Chemical I tellige ce c eates g eate custome value; a d g eate value ca suppo t fu the deployme t.”
“878 millio data poi ts is a impo ta t milesto e, but it is ot the desti atio . We i te d to co ti ue executi g with discipli e – adva ci g deployme t, accumulati g eal-wo ld data a d buildi g AI Nose, Sce tAI a d Chemical I tellige ce step by step i to a fou datio al capability fo Physical AI.”
Ai os is buildi g Chemical I tellige ce a ou d fou i te co ected laye s:
AI Nose is the se si g ode. Real-Wo ld Chemical Data is the data fou datio . Sce tAI is the co ti uous lea i g e gi e. Chemical I tellige ce is the i tellige ce laye .
As Ai os co ti ues to adva ce its pla ed deployme t of 1,400 AI Nose systems ac oss semico ducto ma ufactu i g e vi o me ts, each additio al system b ought o li e ca fu the expa d the Compa y’s p op ieta y eal-wo ld data fou datio a d co t ibute to co ti uous lea i g ac oss the etwo k.
Ai os is buildi g the Chemical I tellige ce laye fo the physical wo ld.
Ai os, I c. (NASDAQ:AIMD) is buildi g
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