IoT Coffee Talk: Episode 172 - On The Level With GenAI

[Applause] [Applause] Ohio Players Ohio Players Ohio Players oh my God that's one of the greatest oh my God that's one of the greatest oh my God that's one of the greatest songs man seriously it's so fun to play songs man seriously it's so fun to play songs man seriously it's so fun to play when you go and you play at like old when you go and you play at like old when you go and you play at like old school parties school parties school parties Madness they don't they don't do that Madness they don't they don't do that Madness they don't they don't do that stuff anymore man they don't have music stuff anymore man they don't have music stuff anymore man they don't have music like that anymore and you know what they like that anymore and you know what they like that anymore and you know what they created everything people don't realize created everything people don't realize created everything people don't realize you know they created everything and you know they created everything and you know they created everything and they have such Funky Music you know it's they have such Funky Music you know it's they have such Funky Music you know it's just just just sad sad sad it is the state that we're sad sad sad it is the state that we're sad sad sad it is the state that we're in as far as in as far as in as far as I mean so my girls I mean so my girls I mean so my girls were raised I forced them to listen to were raised I forced them to listen to were raised I forced them to listen to old school music force them I mean old school music force them I mean old school music force them I mean Parliament Funkadelic bar case can Parliament Funkadelic bar case can Parliament Funkadelic bar case can function all of them I'm like this is function all of them I'm like this is function all of them I'm like this is what I grew up on yeah yeah what I grew up on yeah yeah what I grew up on yeah yeah and the stuff is so fun to play you know and the stuff is so fun to play you know and the stuff is so fun to play you know and you usually have to play it with and you usually have to play it with and you usually have to play it with like a big band like a big band like a big band you know seven eight people you know you you know seven eight people you know you you know seven eight people you know you got the congas you got like the horn got the congas you got like the horn got the congas you got like the horn section you got like two maybe one or section you got like two maybe one or section you got like two maybe one or two guitar players bass player keyboard two guitar players bass player keyboard two guitar players bass player keyboard player maybe five or six singers you player maybe five or six singers you player maybe five or six singers you know because you got to do those know because you got to do those know because you got to do those harmonies you know yeah well I mean but harmonies you know yeah well I mean but harmonies you know yeah well I mean but that's what it was when you had a band that's what it was when you had a band that's what it was when you had a band that's what it was serious band you know that's what it was serious band you know that's what it was serious band you know and um yeah there is a local band that I

and um yeah there is a local band that I and um yeah there is a local band that I used to play with called devotion back used to play with called devotion back used to play with called devotion back in the day like in the 70s they were in the day like in the 70s they were in the day like in the 70s they were like like like they were the big band you know all the they were the big band you know all the they were the big band you know all the schools uh hired them for the school schools uh hired them for the school schools uh hired them for the school dances and uh and for a while they were dances and uh and for a while they were dances and uh and for a while they were they were uh they were doing a lot of they were uh they were doing a lot of they were uh they were doing a lot of gigs uh we opened for like midnight star gigs uh we opened for like midnight star gigs uh we opened for like midnight star oh well I didn't do that did I tell you oh well I didn't do that did I tell you oh well I didn't do that did I tell you that story where you know I'd go up that story where you know I'd go up that story where you know I'd go up there on the soundtrack there's like there on the soundtrack there's like there on the soundtrack there's like nobody in this big massive field and I'm nobody in this big massive field and I'm nobody in this big massive field and I'm going oh my God about 20 people again going oh my God about 20 people again going oh my God about 20 people again yes and then it was packed and the next yes and then it was packed and the next yes and then it was packed and the next thing you know we get up on stage and thing you know we get up on stage and thing you know we get up on stage and it's like oh my God you know I was like it's like oh my God you know I was like it's like oh my God you know I was like as people as far as you could see all as people as far as you could see all as people as far as you could see all the way to the back and I was like where the way to the back and I was like where the way to the back and I was like where are the where are these people come from are the where are these people come from are the where are these people come from well I mean they came to see Midnight well I mean they came to see Midnight well I mean they came to see Midnight Star and they knew there's no parking on Star and they knew there's no parking on Star and they knew there's no parking on the Dance Floor that's too funny yeah but they were I that's too funny yeah but they were I mean you know those old school bands are mean you know those old school bands are mean you know those old school bands are great you know it's one thing to hear great you know it's one thing to hear great you know it's one thing to hear them on vinyl them on vinyl them on vinyl uh it's another to hear them live you uh it's another to hear them live you uh it's another to hear them live you know and uh and experience the talent know and uh and experience the talent know and uh and experience the talent it's really cool it's really cool it's really cool yeah uh Hey everybody yot coffee talk yeah uh Hey everybody yot coffee talk yeah uh Hey everybody yot coffee talk land welcome welcome it's just billing land welcome welcome it's just billing land welcome welcome it's just billing me but you know what it's still gonna be me but you know what it's still gonna be me but you know what it's still gonna be a great show it might actually be the a great show it might actually be the a great show it might actually be the best show right right best show right right best show right right the unadulterated truth oh yeah he's the unadulterated truth oh yeah he's the unadulterated truth oh yeah he's gonna keep it real for all of us even me

gonna keep it real for all of us even me gonna keep it real for all of us even me you know you know you know talking nonsense he's gonna call me on talking nonsense he's gonna call me on talking nonsense he's gonna call me on it it's gonna be ridiculous so stay it it's gonna be ridiculous so stay it it's gonna be ridiculous so stay tuned stay tuned so but before we start tuned stay tuned so but before we start tuned stay tuned so but before we start hey man hey man hey man um you know uh hearts out too and um you know uh hearts out too and um you know uh hearts out too and um prayers to the folks in Florida um prayers to the folks in Florida um prayers to the folks in Florida absolutely called Adalia I think this is absolutely called Adalia I think this is absolutely called Adalia I think this is yeah massive category four or three yeah massive category four or three yeah massive category four or three storms that just hit uh the Big Bend in storms that just hit uh the Big Bend in storms that just hit uh the Big Bend in Florida this morning Florida this morning Florida this morning um you know prayers to all the folks um you know prayers to all the folks um you know prayers to all the folks there that are in Storm's way and you there that are in Storm's way and you there that are in Storm's way and you know have to suffer all the all the rain know have to suffer all the all the rain know have to suffer all the all the rain and the wind you know I it looks like and the wind you know I it looks like and the wind you know I it looks like it's pretty insane it's pretty insane it's pretty insane um and and still still I mean lots of um and and still still I mean lots of um and and still still I mean lots of lots of love out to the folks in Hawaii lots of love out to the folks in Hawaii lots of love out to the folks in Hawaii as well man oh yeah I know I you know as well man oh yeah I know I you know as well man oh yeah I know I you know what I just still can't believe that what I just still can't believe that what I just still can't believe that um yeah and um I'll be going to um yeah and um I'll be going to um yeah and um I'll be going to Snapdragon Summit and uh props to Snapdragon Summit and uh props to Snapdragon Summit and uh props to Qualcomm for supporting the economy they Qualcomm for supporting the economy they Qualcomm for supporting the economy they could have easily just canceled the could have easily just canceled the could have easily just canceled the event and said no you know but event and said no you know but event and said no you know but they're they're gonna go to support the they're they're gonna go to support the they're they're gonna go to support the the community I'm going uh and we're the community I'm going uh and we're the community I'm going uh and we're probably gonna do some uh charity and probably gonna do some uh charity and probably gonna do some uh charity and support work out there support work out there support work out there um in Maui you know you just don't um in Maui you know you just don't um in Maui you know you just don't abandon people when they really need and abandon people when they really need and abandon people when they really need and you know their their economy is based on you know their their economy is based on you know their their economy is based on tourism you know what I'm saying yes

tourism you know what I'm saying yes tourism you know what I'm saying yes yeah yeah yeah just don't ditch out so I I was really just don't ditch out so I I was really just don't ditch out so I I was really touched by a qualcomm's decision to keep touched by a qualcomm's decision to keep touched by a qualcomm's decision to keep the the event there but uh the the event there but uh the the event there but uh um hey what's up what's going on um hey what's up what's going on um hey what's up what's going on man just getting ready man I mean look man just getting ready man I mean look man just getting ready man I mean look we're we're very close to applied we're we're very close to applied we're we're very close to applied intelligence live in Austin intelligence live in Austin intelligence live in Austin [Music] [Music] [Music] that that I'm really looking forward to that that I'm really looking forward to that that I'm really looking forward to that one and and if you haven't gotten that one and and if you haven't gotten that one and and if you haven't gotten your tickets folks come on out this is your tickets folks come on out this is your tickets folks come on out this is it this is I mean this is it it this is I mean this is it it this is I mean this is it um um um oh yeah wow this this is it I mean you oh yeah wow this this is it I mean you oh yeah wow this this is it I mean you got you got you got like 75 to 60 60 to got you got you got like 75 to 60 60 to got you got you got like 75 to 60 60 to 75 percent of iot coffee talk is going 75 percent of iot coffee talk is going 75 percent of iot coffee talk is going to be there we're going to we're going to be there we're going to we're going to be there we're going to we're going to be all together uh with applied to be all together uh with applied to be all together uh with applied intelligence live we're gonna we're intelligence live we're gonna we're intelligence live we're gonna we're gonna run our end of of iot coffee talk gonna run our end of of iot coffee talk gonna run our end of of iot coffee talk from the event yeah okay well I thought from the event yeah okay well I thought from the event yeah okay well I thought you were about to say 60 to 65 year old you were about to say 60 to 65 year old you were about to say 60 to 65 year old so you're referring to Steve brummer you know how old he is hey but you know you know how old he is hey but you know what it even at that age I gotta give what it even at that age I gotta give what it even at that age I gotta give that man props for balling the way he that man props for balling the way he that man props for balling the way he does oh yeah yeah yeah and you know it's does oh yeah yeah yeah and you know it's does oh yeah yeah yeah and you know it's uh I can't do that don't tell him uh I can't do that don't tell him uh I can't do that don't tell him because I told him I'm gonna dunk over because I told him I'm gonna dunk over because I told him I'm gonna dunk over him last week you know yeah yeah look him last week you know yeah yeah look him last week you know yeah yeah look man like talking trash like he plays

man like talking trash like he plays man like talking trash like he plays basketball basketball basketball hey and he does hey and he does hey and he does that that right there this I mean look I that that right there this I mean look I that that right there this I mean look I want to be I want to be like that when I want to be I want to be like that when I want to be I want to be like that when I grow up grow up grow up yeah and you know what actually Steve yeah and you know what actually Steve yeah and you know what actually Steve looks great you would never know that looks great you would never know that looks great you would never know that he's like old like that you know what he's like old like that you know what he's like old like that you know what I'm saying no I mean look man look I'm I'm saying no I mean look man look I'm I'm saying no I mean look man look I'm gonna tell you that I mean the real the gonna tell you that I mean the real the gonna tell you that I mean the real the real real talk real real talk real real talk I was I was like I was I was like I was I was like I was playing in a men's league I was 30 I was playing in a men's league I was 30 I was playing in a men's league I was 30 32 I had to deal with everyone on the 32 I had to deal with everyone on the 32 I had to deal with everyone on the team if I dunk team if I dunk team if I dunk in the game in the game in the game I walked off the court I walked off the court I walked off the court if I don't the game I walk off the court if I don't the game I walk off the court if I don't the game I walk off the court why it's not gonna get any better than why it's not gonna get any better than why it's not gonna get any better than that it's it's only downhill from there baby it's it's only downhill from there baby yeah yeah yeah yeah so and I would do it yeah yeah yeah yeah so and I would do it yeah yeah yeah yeah so and I would do it don't and just grab my bag and leave and don't and just grab my bag and leave and don't and just grab my bag and leave and they're like where are you going I'm they're like where are you going I'm they're like where are you going I'm going October you know the rules game over I have a chance goal in life game over I have a chance goal in life one minute check off The Bucket List one minute check off The Bucket List one minute check off The Bucket List exactly and I mean so so for everyone exactly and I mean so so for everyone exactly and I mean so so for everyone everyone out there you're yes you can everyone out there you're yes you can everyone out there you're yes you can keep doing things as you get older and keep doing things as you get older and keep doing things as you get older and everything like that but what's in your everything like that but what's in your everything like that but what's in your head is not on the court yeah yeah head is not on the court yeah yeah head is not on the court yeah yeah it's not on the court hey ask Kevin Hart it's not on the court hey ask Kevin Hart it's not on the court hey ask Kevin Hart oh oh oh [Laughter] [Laughter] [Laughter] hey but you know they got they got some hey but you know they got they got some hey but you know they got they got some short dudes with like serious hops man I

short dudes with like serious hops man I short dudes with like serious hops man I I've seen some videos of like guys who I've seen some videos of like guys who I've seen some videos of like guys who are five six that can oh yeah get up are five six that can oh yeah get up are five six that can oh yeah get up like right under the net just like the like right under the net just like the like right under the net just like the best of them so it's Insanity you know best of them so it's Insanity you know best of them so it's Insanity you know you never know you know when I was in you never know you know when I was in you never know you know when I was in Korea there was this one um there was Korea there was this one um there was Korea there was this one um there was this one guy from Canada he's a Korean this one guy from Canada he's a Korean this one guy from Canada he's a Korean guy right guy right guy right and this this two kid like freaking and this this two kid like freaking and this this two kid like freaking reverse doc he could do like 180 and reverse doc he could do like 180 and reverse doc he could do like 180 and reverse dunk reverse dunk reverse dunk and I was just like what you know what and I was just like what you know what and I was just like what you know what I'm saying it's like wait a minute I'm saying it's like wait a minute I'm saying it's like wait a minute there's all kinds of wrong with this there's all kinds of wrong with this there's all kinds of wrong with this well no that's that's the anomaly but I well no that's that's the anomaly but I well no that's that's the anomaly but I mean but look Kevin Hart's in his mean but look Kevin Hart's in his mean but look Kevin Hart's in his mid-40s or something like that and and mid-40s or something like that and and mid-40s or something like that and and he's gonna try to run against he's gonna try to run against he's gonna try to run against an ex-football player that was a running an ex-football player that was a running an ex-football player that was a running back and tore up his groin oh he did a back and tore up his groin oh he did a back and tore up his groin oh he did a wheelchair wheelchair wheelchair you got you got to take care of that you got you got to take care of that you got you got to take care of that groin I'm telling you right now hey hey groin I'm telling you right now hey hey groin I'm telling you right now hey hey yes yes so hey I don't play around man yes yes so hey I don't play around man yes yes so hey I don't play around man if anybody if anybody asked me you know if anybody if anybody asked me you know if anybody if anybody asked me you know can you dunk today I'm like man the only can you dunk today I'm like man the only can you dunk today I'm like man the only thing I'm dunking is donuts oh yeah thing I'm dunking is donuts oh yeah thing I'm dunking is donuts oh yeah I like that I like that it's a good I like that I like that it's a good I like that I like that it's a good policy good policy so policy good policy so policy good policy so um but um yeah you know um but um yeah you know um but um yeah you know um what's that thing called again AI um what's that thing called again AI um what's that thing called again AI applied applied intelligence live Austin applied applied intelligence live Austin applied applied intelligence live Austin ah jeez man applied intelligence live

ah jeez man applied intelligence live ah jeez man applied intelligence live Austin Austin Austin okay that's that's tough man that's okay that's that's tough man that's okay that's that's tough man that's tough you got to get a better name than tough you got to get a better name than tough you got to get a better name than that but well they they they they they that but well they they they they they that but well they they they they they abbreviated down to uh AI live you know abbreviated down to uh AI live you know abbreviated down to uh AI live you know yeah which you know but at the end of yeah which you know but at the end of yeah which you know but at the end of the day look come out the day look come out the day look come out talk to your boy I I mean let's let's talk to your boy I I mean let's let's talk to your boy I I mean let's let's let's talk Tech what problems can we let's talk Tech what problems can we let's talk Tech what problems can we solve let's talk real stuff yeah so solve let's talk real stuff yeah so solve let's talk real stuff yeah so speaking of real stuff this one week uh speaking of real stuff this one week uh speaking of real stuff this one week uh I'm uh virtually attending Google Cloud I'm uh virtually attending Google Cloud I'm uh virtually attending Google Cloud next and I wish I actually went there in next and I wish I actually went there in next and I wish I actually went there in person person person uh because I I just have a lot of uh because I I just have a lot of uh because I I just have a lot of questions you know questions you know questions you know um um um a lot of questions a lot of questions a lot of questions um so yeah as expected I mean the um so yeah as expected I mean the um so yeah as expected I mean the keynote with uh uh you know Thomas keynote with uh uh you know Thomas keynote with uh uh you know Thomas kurian and his whole crew uh you know kurian and his whole crew uh you know kurian and his whole crew uh you know hats off to them for putting on a pretty hats off to them for putting on a pretty hats off to them for putting on a pretty good show I mean even though I'll tell good show I mean even though I'll tell good show I mean even though I'll tell you Google you need to work on your you Google you need to work on your you Google you need to work on your replay video or your live stream because replay video or your live stream because replay video or your live stream because that stuff is like it is not even like that stuff is like it is not even like that stuff is like it is not even like 480 whatever I 480 whatever I 480 whatever I you know you know you know yeah you know it's like pixelated as yeah you know it's like pixelated as yeah you know it's like pixelated as you know oh wow come on now you can't you know oh wow come on now you can't you know oh wow come on now you can't you cannot be pixelated a yes you cannot be pixelated a yes you cannot be pixelated a yes and then you know like the keynote in and then you know like the keynote in and then you know like the keynote in the beginning part you know you know uh

the beginning part you know you know uh the beginning part you know you know uh Sundar you can't he's like he's like mac Sundar you can't he's like he's like mac Sundar you can't he's like he's like mac Headroom and it's recorded like that and Headroom and it's recorded like that and Headroom and it's recorded like that and when I was initially listening in on it when I was initially listening in on it when I was initially listening in on it on the keynote I thought it was like on the keynote I thought it was like on the keynote I thought it was like wait a minute this can't be happening wait a minute this can't be happening wait a minute this can't be happening this must be my internet connection this must be my internet connection this must be my internet connection right but then I did the replay and it right but then I did the replay and it right but then I did the replay and it was the same thing but anyway uh was the same thing but anyway uh was the same thing but anyway uh obviously it was the whole thing was obviously it was the whole thing was obviously it was the whole thing was just all about gen gen AI but just all about gen gen AI but just all about gen gen AI but um so they're using for all kinds of um so they're using for all kinds of um so they're using for all kinds of stuff right they uh announce like vertex stuff right they uh announce like vertex stuff right they uh announce like vertex um AI their whole library of models and um AI their whole library of models and um AI their whole library of models and stuff like that that uh similar to what stuff like that that uh similar to what stuff like that that uh similar to what um actually a lot of what they're doing um actually a lot of what they're doing um actually a lot of what they're doing is similar to what Nvidia kind of is similar to what Nvidia kind of is similar to what Nvidia kind of released with their Foundation models released with their Foundation models released with their Foundation models you know new uh neon and what do they you know new uh neon and what do they you know new uh neon and what do they call it a bio neon and then Picasso call it a bio neon and then Picasso call it a bio neon and then Picasso right so these basic base models but right so these basic base models but right so these basic base models but these guys are like going for full-on we these guys are like going for full-on we these guys are like going for full-on we want to support all models type of thing want to support all models type of thing want to support all models type of thing on our platform and then they got like on our platform and then they got like on our platform and then they got like the whole duet their whole their version the whole duet their whole their version the whole duet their whole their version of a gen AI chat chat capability or a of a gen AI chat chat capability or a of a gen AI chat chat capability or a co-pilot type of thing and I I like the co-pilot type of thing and I I like the co-pilot type of thing and I I like the time I like the name duet kind of like time I like the name duet kind of like time I like the name duet kind of like that better than copilot you know Duets that better than copilot you know Duets that better than copilot you know Duets kind of yeah but I mean I mean again kind of yeah but I mean I mean again kind of yeah but I mean I mean again call it what you want to call it oh no call it what you want to call it oh no call it what you want to call it oh no here we go here we go here we go call it what you want to call it let's call it what you want to call it let's call it what you want to call it let's stop with I mean we're the ones stop with I mean we're the ones stop with I mean we're the ones hallucinating

thinking that this is you know I mean thinking that this is you know I mean come on look practicality says and and come on look practicality says and and come on look practicality says and and shout out to Ryan trees for moderating shout out to Ryan trees for moderating shout out to Ryan trees for moderating oh yeah that panel right because I think oh yeah that panel right because I think oh yeah that panel right because I think I heard so many good things in there but I heard so many good things in there but I heard so many good things in there but the key thing that I walked away was was the key thing that I walked away was was the key thing that I walked away was was going yes there needs to be more of that going yes there needs to be more of that going yes there needs to be more of that is listen GPT yeah yeah now who said is listen GPT yeah yeah now who said is listen GPT yeah yeah now who said that was that that was that that was that um Martin Martin said that right I don't know Martin was on my screen I don't know Martin was on my screen Martin was on the far left yeah he he's Martin was on the far left yeah he he's Martin was on the far left yeah he he's it wasn't it wasn't him it wasn't it wasn't him it wasn't it wasn't him advocate of uh chat GPT you know he and advocate of uh chat GPT you know he and advocate of uh chat GPT you know he and he's been tinkering around with it a lot he's been tinkering around with it a lot he's been tinkering around with it a lot you know so he's you would classify him you know so he's you would classify him you know so he's you would classify him as eventual I actually invited him on so as eventual I actually invited him on so as eventual I actually invited him on so that he can you know talk crap and call that he can you know talk crap and call that he can you know talk crap and call us you know stupid and wrong which is us you know stupid and wrong which is us you know stupid and wrong which is fine you know I I welcome I welcome fine you know I I welcome I welcome fine you know I I welcome I welcome those conversations we still haven't had those conversations we still haven't had those conversations we still haven't had the people come on and talk about this the people come on and talk about this the people come on and talk about this thing called a digital twin so I mean thing called a digital twin so I mean thing called a digital twin so I mean look I'm not saying that that I'm 100 look I'm not saying that that I'm 100 look I'm not saying that that I'm 100 right but 99.9 counts so right but 99.9 counts so right but 99.9 counts so pretty damn good it's better than other pretty damn good it's better than other pretty damn good it's better than other than most AI man only 95 but um no you than most AI man only 95 but um no you than most AI man only 95 but um no you know what I'm actually thinking uh know what I'm actually thinking uh know what I'm actually thinking uh because uh one of the next curved because uh one of the next curved because uh one of the next curved newsletters uh I I did a thing on newsletters uh I I did a thing on newsletters uh I I did a thing on Virtual twins not to stomp on Michael uh Virtual twins not to stomp on Michael uh Virtual twins not to stomp on Michael uh Greaves uh you know digital twin concept

Greaves uh you know digital twin concept Greaves uh you know digital twin concept and he he and he he and he he um uh I think he tried to to uh you know um uh I think he tried to to uh you know um uh I think he tried to to uh you know uh he tried to uh you know uh he tried to uh you know uh he tried to uh you know I'm trying not to say a bad word here I'm trying not to say a bad word here I'm trying not to say a bad word here tear me a new one oh tear me a new one oh tear me a new one oh no he's a nice dude you know actually I no he's a nice dude you know actually I no he's a nice dude you know actually I I told him share your stuff you know and I told him share your stuff you know and I told him share your stuff you know and um um um tell the whole world what you think and tell the whole world what you think and tell the whole world what you think and um I'm thinking that we should have him um I'm thinking that we should have him um I'm thinking that we should have him on if he if he's uh I mean we we should on if he if he's uh I mean we we should on if he if he's uh I mean we we should I mean I'll say it I'll say it again I mean I'll say it I'll say it again I mean I'll say it I'll say it again just for every everyone you know that's just for every everyone you know that's just for every everyone you know that's listening listening listening um the the term digital twin is so um the the term digital twin is so um the the term digital twin is so overused overused overused um and and and it is a tool it is not um and and and it is a tool it is not um and and and it is a tool it is not the Panacea yeah it is a tool that the Panacea yeah it is a tool that the Panacea yeah it is a tool that relies on other things it relies on so relies on other things it relies on so relies on other things it relies on so much yeah just like I mean just like uh much yeah just like I mean just like uh much yeah just like I mean just like uh uh this whole talk about you know gen Ai uh this whole talk about you know gen Ai uh this whole talk about you know gen Ai and where it's used and how it's used and where it's used and how it's used and where it's used and how it's used and you you can keep your data private and you you can keep your data private and you you can keep your data private and all these other things I'm like and all these other things I'm like and all these other things I'm like nobody is addressing nobody is addressing nobody is addressing the real issue no one is addressing the the real issue no one is addressing the the real issue no one is addressing the lack of guard rails oh and and during lack of guard rails oh and and during lack of guard rails oh and and during that panel you heard them talking about that panel you heard them talking about that panel you heard them talking about guard rails yeah well you know that's guard rails yeah well you know that's guard rails yeah well you know that's because they don't exist right now yeah because they don't exist right now yeah because they don't exist right now yeah effectively and and so yeah there was

effectively and and so yeah there was effectively and and so yeah there was this one I one of the panelists she said this one I one of the panelists she said this one I one of the panelists she said something like yeah you know the someone something like yeah you know the someone something like yeah you know the someone came up with the hallucination thing came up with the hallucination thing came up with the hallucination thing it's like no no no no no not someone it's like no no no no no not someone it's like no no no no no not someone came up with this came up with this came up with this anyone and you know uh God bless her for anyone and you know uh God bless her for anyone and you know uh God bless her for saying what she did uh but that's not saying what she did uh but that's not saying what she did uh but that's not correct correct correct uh uh uh hallucinations are a real thing that hallucinations are a real thing that hallucinations are a real thing that these things do it and is because they these things do it and is because they these things do it and is because they are probabilistic models they just don't are probabilistic models they just don't are probabilistic models they just don't have judgment you know what I'm saying have judgment you know what I'm saying have judgment you know what I'm saying and the stochastic model is not going to and the stochastic model is not going to and the stochastic model is not going to give you what is right it's going to give you what is right it's going to give you what is right it's going to give you what's most statistically give you what's most statistically give you what's most statistically probable right based on the Corpus of probable right based on the Corpus of probable right based on the Corpus of data that it's ingested and it's a it's data that it's ingested and it's a it's data that it's ingested and it's a it's referencing and has kind of shaped all referencing and has kind of shaped all referencing and has kind of shaped all of its parameters right and so no uh of its parameters right and so no uh of its parameters right and so no uh hallucinations aren't something somebody hallucinations aren't something somebody hallucinations aren't something somebody made up these are real problems like made up these are real problems like made up these are real problems like what I call artificial dementia right what I call artificial dementia right what I call artificial dementia right things like mode collapse drift and all things like mode collapse drift and all things like mode collapse drift and all these other I mean there's a whole range these other I mean there's a whole range these other I mean there's a whole range of problems so when people go hey you of problems so when people go hey you of problems so when people go hey you know create your own llm or you know know create your own llm or you know know create your own llm or you know create your own gen AI model or create your own gen AI model or create your own gen AI model or application there's a lot of stuff that application there's a lot of stuff that application there's a lot of stuff that happens in the back end I mean it's not happens in the back end I mean it's not happens in the back end I mean it's not like like like um you open AI went out and then um you open AI went out and then um you open AI went out and then overnight overnight overnight you know I had uh gpt3 or gpt2 and all you know I had uh gpt3 or gpt2 and all you know I had uh gpt3 or gpt2 and all the various generation it took the

the various generation it took the the various generation it took the millions of dollars to do this stuff and millions of dollars to do this stuff and millions of dollars to do this stuff and years years years you know you know you know um um um so this idea that somehow all this stuff so this idea that somehow all this stuff so this idea that somehow all this stuff is easy and you know that's one of the is easy and you know that's one of the is easy and you know that's one of the things is you know I'm always that's why things is you know I'm always that's why things is you know I'm always that's why I want to I want to actually be at I want to I want to actually be at I want to I want to actually be at Google Cloud next is because they they Google Cloud next is because they they Google Cloud next is because they they try to make it sound it's so easy no try to make it sound it's so easy no try to make it sound it's so easy no number one you're using some Frameworks number one you're using some Frameworks number one you're using some Frameworks that look like your chat bot framework that look like your chat bot framework that look like your chat bot framework from before gen Ai and a lot of the from before gen Ai and a lot of the from before gen Ai and a lot of the stuff that you call natural language it stuff that you call natural language it stuff that you call natural language it looks like you actually have to be a looks like you actually have to be a looks like you actually have to be a developer attach reference all of the developer attach reference all of the developer attach reference all of the data fields that you want populated in data fields that you want populated in data fields that you want populated in your prompt your prompt your prompt right you're discounting the whole right you're discounting the whole right you're discounting the whole design cycle everything you're just design cycle everything you're just design cycle everything you're just looking at that one that one task where looking at that one that one task where looking at that one that one task where you're generating the code you're generating the code you're generating the code and you know that actually there's a lot and you know that actually there's a lot and you know that actually there's a lot of tools for that there's there's been of tools for that there's there's been of tools for that there's there's been cold code generation tools for a long cold code generation tools for a long cold code generation tools for a long time there's a thing called find and time there's a thing called find and time there's a thing called find and replace yeah so there are all these different yeah so there are all these different methods to do the same thing a lot methods to do the same thing a lot methods to do the same thing a lot faster and actually cheaper faster and actually cheaper faster and actually cheaper because gen AI is not for free as because gen AI is not for free as because gen AI is not for free as everyone kind of thinks that they think everyone kind of thinks that they think everyone kind of thinks that they think that oh you know this stuff is free that oh you know this stuff is free that oh you know this stuff is free uh it's actually very expensive form of uh it's actually very expensive form of uh it's actually very expensive form of computing well and it's and it's free

computing well and it's and it's free computing well and it's and it's free the the term free I mean look I'm I'm the the term free I mean look I'm I'm the the term free I mean look I'm I'm gonna I'm gonna go out on a limit here gonna I'm gonna go out on a limit here gonna I'm gonna go out on a limit here and say that the term free is not free and say that the term free is not free and say that the term free is not free to you it's free to the one that to you it's free to the one that to you it's free to the one that produced it because you're training the produced it because you're training the produced it because you're training the models for them oh yeah yeah yeah right models for them oh yeah yeah yeah right models for them oh yeah yeah yeah right I mean there was there was there was a a I mean there was there was there was a a I mean there was there was there was a a post on on LinkedIn recently that that I post on on LinkedIn recently that that I post on on LinkedIn recently that that I commented on where commented on where commented on where you know purportedly you know purportedly you know purportedly you use this to replace a person or for you use this to replace a person or for you use this to replace a person or for a small to medium-sized businesses you a small to medium-sized businesses you a small to medium-sized businesses you could have uh an admin yeah that could have uh an admin yeah that could have uh an admin yeah that responds to emails yeah handles your responds to emails yeah handles your responds to emails yeah handles your calendars and things like that and I'm calendars and things like that and I'm calendars and things like that and I'm like hold up like hold up like hold up what if you are a small to medium-sized what if you are a small to medium-sized what if you are a small to medium-sized business and you turn your you know some business and you turn your you know some business and you turn your you know some of your critical assets such as of your critical assets such as of your critical assets such as responding to email such as your responding to email such as your responding to email such as your calendar and sending calendar invites calendar and sending calendar invites calendar and sending calendar invites and everything like that to something and everything like that to something and everything like that to something that you know nothing about yeah I don't that you know nothing about yeah I don't that you know nothing about yeah I don't know how this thing is going to respond know how this thing is going to respond know how this thing is going to respond and I'm like why would I ever do that I and I'm like why would I ever do that I and I'm like why would I ever do that I want it I mean clearly I want to go out want it I mean clearly I want to go out want it I mean clearly I want to go out of business of business of business you know what here I mean you're you're you know what here I mean you're you're you know what here I mean you're you're bringing up a great point because bringing up a great point because bringing up a great point because I'll tell you right now after all these I'll tell you right now after all these I'll tell you right now after all these years you know like on your photo app years you know like on your photo app years you know like on your photo app whether it's Google or Apple or whatever whether it's Google or Apple or whatever whether it's Google or Apple or whatever you have that thing that like classifies you have that thing that like classifies you have that thing that like classifies photos based on an identity so if your photos based on an identity so if your photos based on an identity so if your father it'll basically find all the father it'll basically find all the father it'll basically find all the photos that look like you're yeah that

photos that look like you're yeah that photos that look like you're yeah that look like your father's in it and then look like your father's in it and then look like your father's in it and then it'll it'll uh categorize them or tag it'll it'll uh categorize them or tag it'll it'll uh categorize them or tag them right them right them right uh uh uh these applications think my daughter is these applications think my daughter is these applications think my daughter is my son my son my son you know and then they want you to you know and then they want you to you know and then they want you to correct technical difference you can't correct technical difference you can't correct technical difference you can't but then they want you to correct it and but then they want you to correct it and but then they want you to correct it and when you correct it it goes oh wait a when you correct it it goes oh wait a when you correct it it goes oh wait a minute this isn't so you just gave it a minute this isn't so you just gave it a minute this isn't so you just gave it a training lesson figure it out yeah I training lesson figure it out yeah I training lesson figure it out yeah I mean uh mean uh mean uh so but you're making a great point is so but you're making a great point is so but you're making a great point is how it after all these years if you how it after all these years if you how it after all these years if you can't even do like image classification can't even do like image classification can't even do like image classification well okay and it screws up a lot there well okay and it screws up a lot there well okay and it screws up a lot there are a lot of errant are a lot of errant are a lot of errant um uh classifications that happen where um uh classifications that happen where um uh classifications that happen where you actually manually have to go in and you actually manually have to go in and you actually manually have to go in and you have to do the human thing you have you have to do the human thing you have you have to do the human thing you have to correct all of you have to correct to correct all of you have to correct to correct all of you have to correct the five percent which ends up being a the five percent which ends up being a the five percent which ends up being a lot of work because you have to you have lot of work because you have to you have lot of work because you have to you have to go through all of the photos right to go through all of the photos right to go through all of the photos right and say okay well and then yeah my my and say okay well and then yeah my my and say okay well and then yeah my my son does kind of when he was a baby son does kind of when he was a baby son does kind of when he was a baby looks similar to my daughter looks similar to my daughter looks similar to my daughter and and and I I don't know man that doesn't work and I I don't know man that doesn't work and I I don't know man that doesn't work and I wouldn't rely on something unless it I wouldn't rely on something unless it I wouldn't rely on something unless it proves itself over time but what we've proves itself over time but what we've proves itself over time but what we've learned with AI and I you know I just learned with AI and I you know I just learned with AI and I you know I just had a chat with the guys over at um a had a chat with the guys over at um a had a chat with the guys over at um a momenta and really brilliant guys right momenta and really brilliant guys right momenta and really brilliant guys right um very experienced and it was funny um very experienced and it was funny um very experienced and it was funny because we started talking about Ai and because we started talking about Ai and because we started talking about Ai and um

um um um uh Sid I I forgot his last name but um uh Sid I I forgot his last name but um uh Sid I I forgot his last name but sorry said don't kick my ass when you sorry said don't kick my ass when you sorry said don't kick my ass when you see me he was talking about AI I said see me he was talking about AI I said see me he was talking about AI I said look you know what um it's it's just not look you know what um it's it's just not look you know what um it's it's just not all that is cracked up to be out in the all that is cracked up to be out in the all that is cracked up to be out in the field so even in iot where we think that field so even in iot where we think that field so even in iot where we think that AI has this transformative potential the AI has this transformative potential the AI has this transformative potential the thing is is people have been trying to thing is is people have been trying to thing is is people have been trying to work with this stuff for a long time and work with this stuff for a long time and work with this stuff for a long time and you have to understand where gen AI fits you have to understand where gen AI fits you have to understand where gen AI fits in the equation of stuff that already in the equation of stuff that already in the equation of stuff that already exists and the architectural decisions exists and the architectural decisions exists and the architectural decisions the design decisions for a AI enabled the design decisions for a AI enabled the design decisions for a AI enabled application that you go through today uh application that you go through today uh application that you go through today uh you can't just all of a sudden because you can't just all of a sudden because you can't just all of a sudden because of gen AI I think that you throw all of gen AI I think that you throw all of gen AI I think that you throw all that stuff out it not even freaking that stuff out it not even freaking that stuff out it not even freaking close you know close you know close you know um anyway I mean no I mean but but um anyway I mean no I mean but but um anyway I mean no I mean but but here's the thing and this is you know here's the thing and this is you know here's the thing and this is you know I'm willing to debate and I'm willing to I'm willing to debate and I'm willing to I'm willing to debate and I'm willing to listen and I'm willing to learn listen and I'm willing to learn listen and I'm willing to learn um I mean because that's part of what um I mean because that's part of what um I mean because that's part of what is this is all part of what I do anyway is this is all part of what I do anyway is this is all part of what I do anyway is continue to learn what's on the edge is continue to learn what's on the edge is continue to learn what's on the edge in terms of Technology wise how is it in terms of Technology wise how is it in terms of Technology wise how is it applied where are the gaps how do we applied where are the gaps how do we applied where are the gaps how do we feel the gaps that type of thing but feel the gaps that type of thing but feel the gaps that type of thing but when when you know and and this is where when when you know and and this is where when when you know and and this is where I'm I'm kind of salty at the at the I'm I'm kind of salty at the at the I'm I'm kind of salty at the at the route that LinkedIn is taking because route that LinkedIn is taking because route that LinkedIn is taking because people can come out and just say people can come out and just say people can come out and just say anything and and that particular post anything and and that particular post anything and and that particular post that I responded to and I'm not giving a that I responded to and I'm not giving a that I responded to and I'm not giving a maritime but that particular post that I

maritime but that particular post that I maritime but that particular post that I responded to I I clearly I just asked responded to I I clearly I just asked responded to I I clearly I just asked that question about why would anyone do that question about why would anyone do that question about why would anyone do this how is this any different than a this how is this any different than a this how is this any different than a chat bot that's sitting out there today chat bot that's sitting out there today chat bot that's sitting out there today maybe it's a step up and I asked I I maybe it's a step up and I asked I I maybe it's a step up and I asked I I tagged uh our girl Debbie the data diva tagged uh our girl Debbie the data diva tagged uh our girl Debbie the data diva in it she came back she you know in it she came back she you know in it she came back she you know basically cooperated what I was saying basically cooperated what I was saying basically cooperated what I was saying and and added on to it both of us but you know the CEO said to both of us but you know the CEO said to me me me we've been purposely silent as we're we've been purposely silent as we're we've been purposely silent as we're still in early beta you can download our still in early beta you can download our still in early beta you can download our privacy policy because I asked about the privacy policy because I asked about the privacy policy because I asked about the privacy policy privacy policy privacy policy um and if anyone wants to look through um and if anyone wants to look through um and if anyone wants to look through it okay we'll pause I go and I look at it okay we'll pause I go and I look at it okay we'll pause I go and I look at the privacy policy because it's on the privacy policy because it's on the privacy policy because it's on Discord Discord Discord the privacy policy clearly states at the the privacy policy clearly states at the the privacy policy clearly states at the very beginning this was written by AI very beginning this was written by AI very beginning this was written by AI oh geez yeah I'm done at that point I'm oh geez yeah I'm done at that point I'm oh geez yeah I'm done at that point I'm done like incest man I'm done you're done like incest man I'm done you're done like incest man I'm done you're you're telling me you have a problem I you're telling me you have a problem I you're telling me you have a problem I mean that that is the definition of a mean that that is the definition of a mean that that is the definition of a circle jerk yeah yeah circle jerk yeah yeah circle jerk yeah yeah what's that uh anyways what's that uh anyways what's that uh anyways so you know what um the you're bringing so you know what um the you're bringing so you know what um the you're bringing up a really great point now okay so up a really great point now okay so up a really great point now okay so bright side we're always like crapping bright side we're always like crapping bright side we're always like crapping on people so let's say something nice no on people so let's say something nice no on people so let's say something nice no I believe look I would say this I would I believe look I would say this I would I believe look I would say this I would say this it's their fault not ours I

say this it's their fault not ours I say this it's their fault not ours I mean but don't don't spew BS because mean but don't don't spew BS because mean but don't don't spew BS because somebody's got to call it I'm I'm somebody's got to call it I'm I'm somebody's got to call it I'm I'm totally you know and so this is the totally you know and so this is the totally you know and so this is the thing you know I'm always doubtful about thing you know I'm always doubtful about thing you know I'm always doubtful about these demos doesn't matter who it comes these demos doesn't matter who it comes these demos doesn't matter who it comes from whether it's Microsoft Google or from whether it's Microsoft Google or from whether it's Microsoft Google or any big name because you know people any big name because you know people any big name because you know people don't realize is what people do is they don't realize is what people do is they don't realize is what people do is they see these these things I actually go to see these these things I actually go to see these these things I actually go to conferences like you do and I've been conferences like you do and I've been conferences like you do and I've been looking at gen AI for a long time right looking at gen AI for a long time right looking at gen AI for a long time right because a lot of semiconductor companies because a lot of semiconductor companies because a lot of semiconductor companies have been pushing this stuff for more have been pushing this stuff for more have been pushing this stuff for more than a year about two years than a year about two years than a year about two years [Music] [Music] [Music] um you go and you look at what how the um you go and you look at what how the um you go and you look at what how the stuff works on the back end and then stuff works on the back end and then stuff works on the back end and then there is no way you can believe that there is no way you can believe that there is no way you can believe that demo and that's why I want to be there demo and that's why I want to be there demo and that's why I want to be there because I want to talk to the engineers because I want to talk to the engineers because I want to talk to the engineers I want to get deep down and Technical I want to get deep down and Technical I want to get deep down and Technical about what are we really looking at here about what are we really looking at here about what are we really looking at here and then put it in the broader context and then put it in the broader context and then put it in the broader context of solutioning and designing and of solutioning and designing and of solutioning and designing and implementing something that's going to implementing something that's going to implementing something that's going to be valuable you know what I'm saying not be valuable you know what I'm saying not be valuable you know what I'm saying not just like watching these like friggin just like watching these like friggin just like watching these like friggin scripted things where you know literally scripted things where you know literally scripted things where you know literally somebody in the background is probably somebody in the background is probably somebody in the background is probably praying to God that the the large praying to God that the the large praying to God that the the large language model doesn't hallucinate and language model doesn't hallucinate and language model doesn't hallucinate and do some trippy thing do some trippy thing do some trippy thing um um um you know so I I'm always skeptical and you know so I I'm always skeptical and you know so I I'm always skeptical and that's why you know everyone out there that's why you know everyone out there that's why you know everyone out there especially your the technical leaders especially your the technical leaders especially your the technical leaders out there and ctOS need to ask really out there and ctOS need to ask really out there and ctOS need to ask really hard questions don't you know don't get

hard questions don't you know don't get hard questions don't you know don't get bedazzled by all these you know demos uh bedazzled by all these you know demos uh bedazzled by all these you know demos uh you know because usually there's an you know because usually there's an you know because usually there's an assumption about the data availability assumption about the data availability assumption about the data availability Pro the level of privacy Pro the level of privacy Pro the level of privacy um how they're interfacing with um how they're interfacing with um how they're interfacing with different services or how they would different services or how they would different services or how they would have to interface with different have to interface with different have to interface with different services within your portfolio of stuff services within your portfolio of stuff services within your portfolio of stuff whether it's data applications and and whether it's data applications and and whether it's data applications and and and and and um it stuff um it stuff um it stuff don't don't assume because you know you don't don't assume because you know you don't don't assume because you know you if you think through like you know if you think through like you know if you think through like you know that's why I love uh I love talking to that's why I love uh I love talking to that's why I love uh I love talking to the guys on iot coffee thought because the guys on iot coffee thought because the guys on iot coffee thought because we all have like a implementation we all have like a implementation we all have like a implementation background design background we we've background design background we we've background design background we we've architected things we we see these architected things we we see these architected things we we see these things that you uh that people who've things that you uh that people who've things that you uh that people who've never done this stuff have absolutely no never done this stuff have absolutely no never done this stuff have absolutely no clue about because they just go off of clue about because they just go off of clue about because they just go off of the pressure of these headlines or you the pressure of these headlines or you the pressure of these headlines or you know hey look at this demo they did it know hey look at this demo they did it know hey look at this demo they did it was really cool you know most work was really cool you know most work was really cool you know most work it's going to transform everything not it's going to transform everything not it's going to transform everything not even close think about all the big data even close think about all the big data even close think about all the big data the friggin you know bi analytics AI all the friggin you know bi analytics AI all the friggin you know bi analytics AI all the stuff from the past we've already the stuff from the past we've already the stuff from the past we've already seen this like dog and pony show seen this like dog and pony show seen this like dog and pony show millions of times things that get in the millions of times things that get in the millions of times things that get in the way are way are way are it's us because the world's not perfect it's us because the world's not perfect it's us because the world's not perfect and these guys assume that there's some and these guys assume that there's some and these guys assume that there's some level of perfection to support that demo level of perfection to support that demo level of perfection to support that demo so that I mean that's why I really want so that I mean that's why I really want so that I mean that's why I really want to go but I just want to say A you know to go but I just want to say A you know to go but I just want to say A you know a a a thing that I think and is good

a a a thing that I think and is good a a a thing that I think and is good that Google is doing is they're trying that Google is doing is they're trying that Google is doing is they're trying to uh push and I don't know to what to uh push and I don't know to what to uh push and I don't know to what level quality this idea of private level quality this idea of private level quality this idea of private Enterprise Enterprise Enterprise um large language models right how they um large language models right how they um large language models right how they sandbox these things isolate them I I sandbox these things isolate them I I sandbox these things isolate them I I don't know but I've seen some there's a don't know but I've seen some there's a don't know but I've seen some there's a an approach called rag which is really an approach called rag which is really an approach called rag which is really interesting where they only send them interesting where they only send them interesting where they only send them the uh metadata to a public cloud and the uh metadata to a public cloud and the uh metadata to a public cloud and then then then um what it does is um what it does is um what it does is um there is a let's call it a natural um there is a let's call it a natural um there is a let's call it a natural language understanding layer that does language understanding layer that does language understanding layer that does uh the interface the language interface uh the interface the language interface uh the interface the language interface and then summary when for anything that and then summary when for anything that and then summary when for anything that comes back from a search engine and so comes back from a search engine and so comes back from a search engine and so this is what I think you're seeing with this is what I think you're seeing with this is what I think you're seeing with Bard and Bard and Bard and um what do you call it Bing chat right um what do you call it Bing chat right um what do you call it Bing chat right the the architecture uh gen air the the architecture uh gen air the the architecture uh gen air architecture that they're using for architecture that they're using for architecture that they're using for those applications those applications those applications um even that okay I get it but sending um even that okay I get it but sending um even that okay I get it but sending metadata is actually also your data uh but you know what I'm your data uh but you know what I'm saying it's like okay cool but that's saying it's like okay cool but that's saying it's like okay cool but that's why I want to be there I want to ask why I want to be there I want to ask why I want to be there I want to ask those tough questions like okay how do those tough questions like okay how do those tough questions like okay how do you guys really do how do you create you guys really do how do you create you guys really do how do you create that isolation how do you actually that isolation how do you actually that isolation how do you actually support privacy and confidential support privacy and confidential support privacy and confidential confidentiality principles how do you

confidentiality principles how do you confidentiality principles how do you freaking do this stuff don't just put up freaking do this stuff don't just put up freaking do this stuff don't just put up slides and say that you're doing it slides and say that you're doing it slides and say that you're doing it yeah I want to understand I want to yeah I want to understand I want to yeah I want to understand I want to understand the proprietary nature right understand the proprietary nature right understand the proprietary nature right yeah I mean look look let me let me say yeah I mean look look let me let me say yeah I mean look look let me let me say that again I understand these businesses that again I understand these businesses that again I understand these businesses have launched and there's been have launched and there's been have launched and there's been Investments made because someone Investments made because someone Investments made because someone believes that this can go somewhere fair believes that this can go somewhere fair believes that this can go somewhere fair enough yeah enough yeah enough yeah but let's say let's separate and but let's say let's separate and but let's say let's separate and segregate the marketing segregate the marketing segregate the marketing from the actual yeah yeah right don't from the actual yeah yeah right don't from the actual yeah yeah right don't show me what is show me what is show me what is yeah don't be a problem that you've yeah don't be a problem that you've yeah don't be a problem that you've solved because I sat with I sat with my solved because I sat with I sat with my solved because I sat with I sat with my team and said all right I'm like team and said all right I'm like team and said all right I'm like what can we what can we use what can we what can we use what can we what can we use I'm not forget gen AI forget large I'm not forget gen AI forget large I'm not forget gen AI forget large language what can we use AI for in what language what can we use AI for in what language what can we use AI for in what we're doing we're doing we're doing where do we Garner the benefit and I'm where do we Garner the benefit and I'm where do we Garner the benefit and I'm gonna tell you where we landed gonna tell you where we landed gonna tell you where we landed maybe for some of the repetitive maybe for some of the repetitive maybe for some of the repetitive exercises we go through when we're exercises we go through when we're exercises we go through when we're building some of our software Solutions building some of our software Solutions building some of our software Solutions we can we can we can templatize them automate them templatize them automate them templatize them automate them and I'm like and I'm like and I'm like how is that using AI we contemplatize how is that using AI we contemplatize how is that using AI we contemplatize these things anyway right you can and these things anyway right you can and these things anyway right you can and it's a perfect example one of the it's a perfect example one of the it's a perfect example one of the demonstrations that they showed was how demonstrations that they showed was how demonstrations that they showed was how they you can use

they you can use they you can use um you can use do what to compose a um you can use do what to compose a um you can use do what to compose a presentation based off of data that's in presentation based off of data that's in presentation based off of data that's in or you know content and data that's in or you know content and data that's in or you know content and data that's in your Google drive right and your Google drive right and your Google drive right and um it's like well yeah use template and um it's like well yeah use template and um it's like well yeah use template and then you populate stuff okay then you populate stuff okay then you populate stuff okay um you somebody had to create the temple um you somebody had to create the temple um you somebody had to create the temple to begin with right right and then and to begin with right right and then and to begin with right right and then and that's the same with almost every single that's the same with almost every single that's the same with almost every single example is that someone so like for example is that someone so like for example is that someone so like for instance the one that I posted about instance the one that I posted about instance the one that I posted about which was the search right uh where the which was the search right uh where the which was the search right uh where the guy the gentleman he plopped the DMV guy the gentleman he plopped the DMV guy the gentleman he plopped the DMV handbook into uh into uh what is it duet handbook into uh into uh what is it duet handbook into uh into uh what is it duet and and and um he was doing some queries and stuff um he was doing some queries and stuff um he was doing some queries and stuff like that it's like you know what I've like that it's like you know what I've like that it's like you know what I've yeah it it it's kind of cool yeah it it it's kind of cool yeah it it it's kind of cool here's the problem in Practical here's the problem in Practical here's the problem in Practical instances okay where I've used these instances okay where I've used these instances okay where I've used these types of uh chat Bots because it is kind types of uh chat Bots because it is kind types of uh chat Bots because it is kind of pushed on you they've they've made it of pushed on you they've they've made it of pushed on you they've they've made it like the first line of defense like the first line of defense like the first line of defense um for you know angry angry customers uh um for you know angry angry customers uh um for you know angry angry customers uh the the response that it pumps out when the the response that it pumps out when the the response that it pumps out when it says what can I help you with it's it says what can I help you with it's it says what can I help you with it's the same thing that you can basically the same thing that you can basically the same thing that you can basically navigate to yeah more detail yeah more detail but yet you know doing the going that

but yet you know doing the going that but yet you know doing the going that path number one is path number one is path number one is doesn't uh it's not as expensive doesn't uh it's not as expensive doesn't uh it's not as expensive uh in terms of sustainability impact and uh in terms of sustainability impact and uh in terms of sustainability impact and then uh going through the chat GPT all then uh going through the chat GPT all then uh going through the chat GPT all it's doing is is doing that a rag thing it's doing is is doing that a rag thing it's doing is is doing that a rag thing that I was telling you about before and that I was telling you about before and that I was telling you about before and then bringing back it's just scraping then bringing back it's just scraping then bringing back it's just scraping stuff off of web pages stuff off of web pages stuff off of web pages that someone had to write yeah so you that someone had to write yeah so you that someone had to write yeah so you know it's like okay know it's like okay know it's like okay this is really cool that you can have this is really cool that you can have this is really cool that you can have conversation right conversation right conversation right really cool especially if you're going really cool especially if you're going really cool especially if you're going to play Zork to play Zork to play Zork um but um but um but when you really think about it how when you really think about it how when you really think about it how valuable how transformative is this you valuable how transformative is this you valuable how transformative is this you know and a lot of the other examples if know and a lot of the other examples if know and a lot of the other examples if you're thinking about it in the bigger you're thinking about it in the bigger you're thinking about it in the bigger context than how it that application context than how it that application context than how it that application actually yields productivity benefits actually yields productivity benefits actually yields productivity benefits you start to see that okay it's getting you start to see that okay it's getting you start to see that okay it's getting a little bit diluted you know because a little bit diluted you know because a little bit diluted you know because the benefit and the range of impact is the benefit and the range of impact is the benefit and the range of impact is actually at a very specific task level actually at a very specific task level actually at a very specific task level right and maybe you know in certain right and maybe you know in certain right and maybe you know in certain instances so I think there's like a long instances so I think there's like a long instances so I think there's like a long tail right when the fat end there's tail right when the fat end there's tail right when the fat end there's certain applications where it's just certain applications where it's just certain applications where it's just gonna freaking kick ass right yeah gonna freaking kick ass right yeah gonna freaking kick ass right yeah there's like this really long tail of there's like this really long tail of there's like this really long tail of stuff where it's really not going to stuff where it's really not going to stuff where it's really not going to have a huge impact just like iot have a huge impact just like iot have a huge impact just like iot like every every everything else that

like every every everything else that like every every everything else that everyone gets excited about but we're everyone gets excited about but we're everyone gets excited about but we're going through the but dude you you call going through the but dude you you call going through the but dude you you call that man POC we are in the early phases that man POC we are in the early phases that man POC we are in the early phases of pilate and you know even with like of pilate and you know even with like of pilate and you know even with like what Google and Microsoft all those guys what Google and Microsoft all those guys what Google and Microsoft all those guys are talking about is like yeah are talking about is like yeah are talking about is like yeah um this is a preview um this is a preview um this is a preview which is like this is beta and then we which is like this is beta and then we which is like this is beta and then we will go ga at the end of the year yeah I will go ga at the end of the year yeah I will go ga at the end of the year yeah I mean you you hope you will I mean that's mean you you hope you will I mean that's mean you you hope you will I mean that's you know that's the that's the only I you know that's the that's the only I you know that's the that's the only I mean again you know companies are mean again you know companies are mean again you know companies are striving to do these things the only striving to do these things the only striving to do these things the only thing I implore each and every single thing I implore each and every single thing I implore each and every single one of those companies please somebody one of those companies please somebody one of those companies please somebody pick up you know an ethics as it relates pick up you know an ethics as it relates pick up you know an ethics as it relates to AI pick up the Privacy as it relates to AI pick up the Privacy as it relates to AI pick up the Privacy as it relates to AI pick up the cyber security aspect to AI pick up the cyber security aspect to AI pick up the cyber security aspect of the attack surfaces that you're of the attack surfaces that you're of the attack surfaces that you're creating by using this technology yeah creating by using this technology yeah creating by using this technology yeah yeah no you want to differentiate yeah no you want to differentiate yeah no you want to differentiate yourself go do that yeah yeah you know yourself go do that yeah yeah you know yourself go do that yeah yeah you know and and it's interesting that you bring and and it's interesting that you bring and and it's interesting that you bring up a tax surface because one of the cool up a tax surface because one of the cool up a tax surface because one of the cool demos that I I saw uh was uh related to demos that I I saw uh was uh related to demos that I I saw uh was uh related to cyber security and identifying is more cyber security and identifying is more cyber security and identifying is more like forensic stuff actually it's not like forensic stuff actually it's not like forensic stuff actually it's not even proactive even though they talked even proactive even though they talked even proactive even though they talked about proactive it's like no this isn't about proactive it's like no this isn't about proactive it's like no this isn't proactive actually gen AI stuff most of proactive actually gen AI stuff most of proactive actually gen AI stuff most of it is not going to be proactive you have it is not going to be proactive you have it is not going to be proactive you have to well no it has to react to something to well no it has to react to something to well no it has to react to something you go off of old data right and it's you go off of old data right and it's you go off of old data right and it's going to look at once you've already

going to look at once you've already going to look at once you've already been compromised is going to go through been compromised is going to go through been compromised is going to go through and look at your logs and try to find and look at your logs and try to find and look at your logs and try to find anomalous behaviors anomalous behaviors anomalous behaviors um which is um which is um which is you know so people need to think about you know so people need to think about you know so people need to think about that uh because you know what would be that uh because you know what would be that uh because you know what would be really transformative if this thing really transformative if this thing really transformative if this thing could just sniff out when somebody's could just sniff out when somebody's could just sniff out when somebody's gonna do something nasty right gonna do something nasty right gonna do something nasty right um yeah before it happens um yeah before it happens um yeah before it happens you know that's magic you know that's magic you know that's magic um um um a lot of a lot of uh a lot of old heads a lot of a lot of uh a lot of old heads a lot of a lot of uh a lot of old heads that that are that are you know in the that that are that are you know in the that that are that are you know in the cyber security space that new back in cyber security space that new back in cyber security space that new back in the day when people were trying to the day when people were trying to the day when people were trying to attack a network and they sent them to a attack a network and they sent them to a attack a network and they sent them to a honey pot honey pot honey pot I'm like I I still think that was one of I'm like I I still think that was one of I'm like I I still think that was one of the most ingenious things ever because the most ingenious things ever because the most ingenious things ever because people over there I'm hacking I'm people over there I'm hacking I'm people over there I'm hacking I'm hacking I'm hacking you are hacking hacking I'm hacking you are hacking hacking I'm hacking you are hacking nothing son nothing son nothing son you are over here and hacking away and you are over here and hacking away and you are over here and hacking away and we're watching you uh I mean it I just we're watching you uh I mean it I just we're watching you uh I mean it I just think that you know I think that think that you know I think that think that you know I think that the the tech for Tech's sake is is great the the tech for Tech's sake is is great the the tech for Tech's sake is is great if you want to have a science experiment if you want to have a science experiment if you want to have a science experiment um yeah and and if you want to develop um yeah and and if you want to develop um yeah and and if you want to develop use cases don't put anything out and go use cases don't put anything out and go use cases don't put anything out and go it's it's for use and here are our use it's it's for use and here are our use it's it's for use and here are our use cases that we think is gonna go solve cases that we think is gonna go solve cases that we think is gonna go solve the problem first the problem first the problem first yeah yeah I mean um yeah yeah I mean um yeah yeah I mean um I I totally agree with you

I I totally agree with you I I totally agree with you um and this is this this is why I think um and this is this this is why I think um and this is this this is why I think this is such a big gamble I think it if this is such a big gamble I think it if this is such a big gamble I think it if these guys took more of a uh a a a these guys took more of a uh a a a these guys took more of a uh a a a transparent but more let's call it transparent but more let's call it transparent but more let's call it passive approach that would have been passive approach that would have been passive approach that would have been that would be a bit more responsible that would be a bit more responsible that would be a bit more responsible than what I think they're doing right than what I think they're doing right than what I think they're doing right now which is I mean if you think about now which is I mean if you think about now which is I mean if you think about it most of these uh these guys they're it most of these uh these guys they're it most of these uh these guys they're putting out stuff that's like putting out stuff that's like putting out stuff that's like instead of talking about here's new instead of talking about here's new instead of talking about here's new things that we've released and look at things that we've released and look at things that we've released and look at all this great Cloud stuff that we have all this great Cloud stuff that we have all this great Cloud stuff that we have new tooling new databases uh new uh new tooling new databases uh new uh new tooling new databases uh new uh instances with silicon that's going to instances with silicon that's going to instances with silicon that's going to help accelerate your workloads and help accelerate your workloads and help accelerate your workloads and sustainability and all the other other sustainability and all the other other sustainability and all the other other important things but focusing on this important things but focusing on this important things but focusing on this stuff that's really not that ready not stuff that's really not that ready not stuff that's really not that ready not proven uh just so that you can look like proven uh just so that you can look like proven uh just so that you can look like you're winning the Gen AI War whatever you're winning the Gen AI War whatever you're winning the Gen AI War whatever the hell that is that that's just a the hell that is that that's just a the hell that is that that's just a concoction you know chill chillaxing concoction you know chill chillaxing concoction you know chill chillaxing sitting back like apple and say hey look sitting back like apple and say hey look sitting back like apple and say hey look you know you know you know um don't worry we're we're gonna do our um don't worry we're we're gonna do our um don't worry we're we're gonna do our thing yeah I mean and I'm sure they will thing yeah I mean and I'm sure they will thing yeah I mean and I'm sure they will yeah monkey's ass out of ourselves yeah monkey's ass out of ourselves yeah monkey's ass out of ourselves um you know trying to play this game you um you know trying to play this game you um you know trying to play this game you know it's like look we got to be careful know it's like look we got to be careful know it's like look we got to be careful because because because we have to put privacy first we have to put privacy first we have to put privacy first confidentiality first and then we will confidentiality first and then we will confidentiality first and then we will see how this stuff see how this stuff see how this stuff um gets implemented you know whether um gets implemented you know whether um gets implemented you know whether it's in the cloud or across on your own it's in the cloud or across on your own it's in the cloud or across on your own device

device device um about the application but then not um about the application but then not um about the application but then not putting the technology first putting the technology first putting the technology first um but um but um but anyway wow all all good man not not enough wow all all good man not not enough sleep or something something is wrong sleep or something something is wrong sleep or something something is wrong you know what it's you it's you Bill you know what it's you it's you Bill you know what it's you it's you Bill it's you man I got mine I got I got it's you man I got mine I got I got it's you man I got mine I got I got Biomax of iot and smart cities you know Biomax of iot and smart cities you know Biomax of iot and smart cities you know hey how did I do that was pretty good hey how did I do that was pretty good hey how did I do that was pretty good right yeah that was excellent I was like right yeah that was excellent I was like right yeah that was excellent I was like waiting for you to recognize man you're waiting for you to recognize man you're waiting for you to recognize man you're like sitting there going is Stephanie is Stephanie well forget I I bet you she knows all well forget I I bet you she knows all well forget I I bet you she knows all the lyrics on on the x-rated version too the lyrics on on the x-rated version too the lyrics on on the x-rated version too oh I bet not talking about but not that oh I bet not talking about but not that oh I bet not talking about but not that there's any other version because if you there's any other version because if you there's any other version because if you you listen to the radio version you listen to the radio version you listen to the radio version everything is bleeped out you know you everything is bleeped out you know you everything is bleeped out you know you can't hear anything yeah yeah it's it's insanity but yeah it's it's insanity but um yeah dude it's so got that um yeah dude it's so got that um yeah dude it's so got that um what else is going on man so um what else is going on man so um what else is going on man so um what are you guys gonna be talking um what are you guys gonna be talking um what are you guys gonna be talking about at uh about at uh about at uh artificial oh an ai ai live Austin yeah artificial oh an ai ai live Austin yeah artificial oh an ai ai live Austin yeah yeah I mean I'm on let's see oh okay so

yeah I mean I'm on let's see oh okay so yeah I mean I'm on let's see oh okay so I'm on I'm having uh the main stage I'm on I'm having uh the main stage I'm on I'm having uh the main stage conversation conversation conversation uh with Dr Ahmed talking about uh uh with Dr Ahmed talking about uh uh with Dr Ahmed talking about uh digital Twins versus cognitive digital digital Twins versus cognitive digital digital Twins versus cognitive digital twins oh oh no it's gonna be all right that there's going to be interesting that there's going to be interesting um then I've got like three or four um then I've got like three or four um then I've got like three or four other uh other uh other uh uh speaking Parts you know throughout uh speaking Parts you know throughout uh speaking Parts you know throughout the the two days all of them around uh the the two days all of them around uh the the two days all of them around uh you know how do we really solve how do you know how do we really solve how do you know how do we really solve how do we really solve problems I don't like if we really solve problems I don't like if we really solve problems I don't like if I'm gonna be on a panel and it's going I'm gonna be on a panel and it's going I'm gonna be on a panel and it's going to be a debate I don't have canned to be a debate I don't have canned to be a debate I don't have canned responses and and please don't ask me responses and and please don't ask me responses and and please don't ask me what you want what you want what you want you know this this just like let's just you know this this just like let's just you know this this just like let's just get up there and have a conversation get up there and have a conversation get up there and have a conversation yeah because it's not like I haven't yeah because it's not like I haven't yeah because it's not like I haven't been doing this for a while so you know been doing this for a while so you know been doing this for a while so you know let's talk let's talk real and you know let's talk let's talk real and you know let's talk let's talk real and you know the main thing that I want the anyone the main thing that I want the anyone the main thing that I want the anyone that comes to see me talk that comes to see me talk that comes to see me talk uh to walk away with is uh to walk away with is uh to walk away with is first and foremost yeah he's pretty first and foremost yeah he's pretty first and foremost yeah he's pretty honest uh second seems like he knows honest uh second seems like he knows honest uh second seems like he knows what he's talking about and I want to what he's talking about and I want to what he's talking about and I want to answer the questions that they have yeah answer the questions that they have yeah answer the questions that they have yeah so I don't want to Parrot back things so I don't want to Parrot back things so I don't want to Parrot back things that everyone else is saying I'm that everyone else is saying I'm that everyone else is saying I'm non-compliant in those regards yeah non-compliant in those regards yeah non-compliant in those regards yeah um yeah you forgot something though um yeah you forgot something though um yeah you forgot something though what's that you got something the the what's that you got something the the what's that you got something the the last impression I think is number three last impression I think is number three last impression I think is number three is like this cat sounds like Barry White is like this cat sounds like Barry White is like this cat sounds like Barry White that's right yeah yeah like my mom heard

that's right yeah yeah like my mom heard that's right yeah yeah like my mom heard your voice and she goes oh it's so sexy you know how come you can't have a voice you know how come you can't have a voice like that I have to switch registers like that I have to switch registers like that I have to switch registers this is like you know I gotta talk like this is like you know I gotta talk like this is like you know I gotta talk like this yeah yeah do it you know what I'm this yeah yeah do it you know what I'm this yeah yeah do it you know what I'm saying exactly exactly I can talk like saying exactly exactly I can talk like saying exactly exactly I can talk like this this this yeah and then you get that you know all yeah and then you get that you know all yeah and then you get that you know all of a sudden you don't have people of a sudden you don't have people of a sudden you don't have people running up going hey wait a minute can running up going hey wait a minute can running up going hey wait a minute can you can you can you be the DJ for my you can you can you be the DJ for my you can you can you be the DJ for my radio station radio station radio station hey I mean so many times I I can hey I mean so many times I I can hey I mean so many times I I can remember literally always man just like remember literally always man just like remember literally always man just like freaking appreciate that sexy man I I I freaking appreciate that sexy man I I I freaking appreciate that sexy man I I I I hear people say it all the time can I hear people say it all the time can I hear people say it all the time can you say you say you say Welcome to The Quiet Storm in the Midnight Hour in the Midnight Hour [Laughter] [Laughter] [Laughter] yeah it's too funny ah but what about yeah it's too funny ah but what about yeah it's too funny ah but what about you man what else you got going on oh you man what else you got going on oh you man what else you got going on oh hey you know before I get my butt kicked hey you know before I get my butt kicked hey you know before I get my butt kicked by um Matt Hatton and uh Jim morrish uh by um Matt Hatton and uh Jim morrish uh by um Matt Hatton and uh Jim morrish uh yeah next curve I I have a partnership yeah next curve I I have a partnership yeah next curve I I have a partnership with the Transformer insights so with the Transformer insights so with the Transformer insights so um yeah that was a big announcement from um yeah that was a big announcement from um yeah that was a big announcement from last week yeah I kind of went to Mark last week yeah I kind of went to Mark last week yeah I kind of went to Mark with this week so really happy about with this week so really happy about with this week so really happy about that so that so that so um we're uh we're going to be going to um we're uh we're going to be going to um we're uh we're going to be going to Market with East uh uh East I mean like

Market with East uh uh East I mean like Market with East uh uh East I mean like I can't believe I'm gonna screw this up I can't believe I'm gonna screw this up I can't believe I'm gonna screw this up it's essential validated insights you it's essential validated insights you it's essential validated insights you know what I'm saying so okay get on it know what I'm saying so okay get on it know what I'm saying so okay get on it get on it people you know get on it people you know get on it people you know we keep it real you know what I'm saying we keep it real you know what I'm saying we keep it real you know what I'm saying hey hey if you if you don't I will call hey hey if you if you don't I will call hey hey if you if you don't I will call it out yes yes yeah that that's that's it out yes yes yeah that that's that's it out yes yes yeah that that's that's why your name is gonna be your nickname why your name is gonna be your nickname why your name is gonna be your nickname you have a lot of nicknames but one of you have a lot of nicknames but one of you have a lot of nicknames but one of them is going to be Danger them is going to be Danger them is going to be Danger [Laughter] [Laughter] [Laughter] I will I will call it out and the first I will I will call it out and the first I will I will call it out and the first thing they'll get is that will thing they'll get is that will thing they'll get is that will never work never work never work hahaha hahaha hahaha there you go you know that oftentimes is there you go you know that oftentimes is there you go you know that oftentimes is you know you know you know that is a that is an answer man it's that is a that is an answer man it's that is a that is an answer man it's like you know like you know like you know um no is a great answer it is it is I um no is a great answer it is it is I um no is a great answer it is it is I mean because then I mean tell me why I mean because then I mean tell me why I mean because then I mean tell me why I will tell me why it will work I mean in will tell me why it will work I mean in will tell me why it will work I mean in so many different instances and it's and so many different instances and it's and so many different instances and it's and and it's you know I think I'll close on and it's you know I think I'll close on and it's you know I think I'll close on this one I think that a lot of solution this one I think that a lot of solution this one I think that a lot of solution companies are not taking into account companies are not taking into account companies are not taking into account forget the flashy stuff get down to the forget the flashy stuff get down to the forget the flashy stuff get down to the foundational stuff yeah yeah of what it foundational stuff yeah yeah of what it foundational stuff yeah yeah of what it needs in order to do these things I mean needs in order to do these things I mean needs in order to do these things I mean networking understand that over-the-air networking understand that over-the-air networking understand that over-the-air updates is an extremely important thing updates is an extremely important thing updates is an extremely important thing cellular networks have been doing this cellular networks have been doing this cellular networks have been doing this for an awful long time what standard are for an awful long time what standard are for an awful long time what standard are they using when they were doing that

they using when they were doing that they using when they were doing that they're using very similar lightweight they're using very similar lightweight they're using very similar lightweight M2M type stuff why can't you just talk M2M type stuff why can't you just talk M2M type stuff why can't you just talk about that and just say this is how about that and just say this is how about that and just say this is how we're doing that so that you can show we're doing that so that you can show we're doing that so that you can show where your differentiation is it's not where your differentiation is it's not where your differentiation is it's not in the fact that you can do OTA it's in in the fact that you can do OTA it's in in the fact that you can do OTA it's in the fact that your OTA may be a little the fact that your OTA may be a little the fact that your OTA may be a little different but you use a standard different but you use a standard different but you use a standard approach so that anybody can leverage it approach so that anybody can leverage it approach so that anybody can leverage it I mean just get this this talk standards I mean just get this this talk standards I mean just get this this talk standards let's just get down to standards yeah let's just get down to standards yeah let's just get down to standards yeah yeah yeah why is that your final note yeah yeah why is that your final note yeah yeah why is that your final note that's that's that's why'd you say that I I know that you why'd you say that I I know that you why'd you say that I I know that you have more to say but I do yeah yeah have more to say but I do yeah yeah have more to say but I do yeah yeah we'll we'll we'll we'll we'll we'll we'll we'll we'll we'll we'll we'll we'll we'll we'll we'll we'll we'll leave that we'll leave that I mean leave that we'll leave that I mean leave that we'll leave that I mean discussion okay yeah yeah and oh discussion okay yeah yeah and oh discussion okay yeah yeah and oh um going back to security um going back to security um going back to security um yeah so they were they're doing some um yeah so they were they're doing some um yeah so they were they're doing some so the Google guys they were doing some so the Google guys they were doing some so the Google guys they were doing some interesting things with uh using gen AI interesting things with uh using gen AI interesting things with uh using gen AI to you know review log summarize things to you know review log summarize things to you know review log summarize things and this is where the hallucination and this is where the hallucination and this is where the hallucination stuff gets a little bit iffy it's like stuff gets a little bit iffy it's like stuff gets a little bit iffy it's like you have to double check and make sure you have to double check and make sure you have to double check and make sure that because you know I I've tried to that because you know I I've tried to that because you know I I've tried to use the the use the the use the the um all these other uh gen AI tools who um all these other uh gen AI tools who um all these other uh gen AI tools who are saying capacity and it just are saying capacity and it just are saying capacity and it just hallucinates the hell out of stuff do hallucinates the hell out of stuff do hallucinates the hell out of stuff do you know what I'm saying so you know what I'm saying so you know what I'm saying so again we're not we don't want to you again we're not we don't want to you again we're not we don't want to you know we want to just keep things real I know we want to just keep things real I know we want to just keep things real I think is really the way so you know the think is really the way so you know the think is really the way so you know the technology leaders out there these are technology leaders out there these are technology leaders out there these are things you need to just check so as you things you need to just check so as you things you need to just check so as you go and you get approached by these guys go and you get approached by these guys go and you get approached by these guys ask the better questions right the

ask the better questions right the ask the better questions right the important questions that important questions that important questions that um you know you should as an architect um you know you should as an architect um you know you should as an architect or a solution designer or a solution designer or a solution designer um and a technologist you know don't um and a technologist you know don't um and a technologist you know don't just you know assume that all the stuff just you know assume that all the stuff just you know assume that all the stuff magically works I know most of you don't magically works I know most of you don't magically works I know most of you don't but we're here to reinforce and but we're here to reinforce and but we're here to reinforce and highlight some of those additional highlight some of those additional highlight some of those additional factors that you should think about as factors that you should think about as factors that you should think about as you are entertaining and pocing and you are entertaining and pocing and you are entertaining and pocing and piloting these these new technologies piloting these these new technologies piloting these these new technologies and it's not to say that there aren't and it's not to say that there aren't and it's not to say that there aren't going to be cool applications they would going to be cool applications they would going to be cool applications they would they will be but you also have to look they will be but you also have to look they will be but you also have to look beyond that and this whole thing about beyond that and this whole thing about beyond that and this whole thing about sustainable sustainable sustainable um AI right um AI right um AI right um because this stuff is is not um because this stuff is is not um because this stuff is is not efficient computing it takes a lot of efficient computing it takes a lot of efficient computing it takes a lot of compute cycles and jewels it's not compute cycles and jewels it's not compute cycles and jewels it's not efficient and and again it I mean efficient and and again it I mean efficient and and again it I mean drive towards the standards I mean drive towards the standards I mean drive towards the standards I mean whatever standards Drive participate in whatever standards Drive participate in whatever standards Drive participate in yeah spend that time yeah spend that time yeah spend that time it'll only make your solution better it'll only make your solution better it'll only make your solution better yeah yeah that and then uh build some yeah yeah that and then uh build some yeah yeah that and then uh build some Community around those standards so that Community around those standards so that Community around those standards so that there's some degree of Harmony I mean there's some degree of Harmony I mean there's some degree of Harmony I mean you know all that stuff is hard but then you know all that stuff is hard but then you know all that stuff is hard but then don't get stuck don't get stuck don't get stuck by that stuff there's always middleware let's start with the show what it takes let's start with the show what it takes solution and then the differentiation solution and then the differentiation solution and then the differentiation becomes clear yeah yeah becomes clear yeah yeah becomes clear yeah yeah yeah so hey man

yeah so hey man yeah so hey man um yeah that was this has been a good um yeah that was this has been a good um yeah that was this has been a good discussion really cool but of course you discussion really cool but of course you discussion really cool but of course you know we gotta cap off this hour almost know we gotta cap off this hour almost know we gotta cap off this hour almost hour we're almost at an hour here uh by hour we're almost at an hour here uh by hour we're almost at an hour here uh by saying look saying look saying look um we're all about the digital divide um we're all about the digital divide um we're all about the digital divide and so if you want to look really good and so if you want to look really good and so if you want to look really good and also do some good and also do some good and also do some good uh go to elevatorkids.org okay and pick up one of elevatorkids.org okay and pick up one of these shirts order you know they look these shirts order you know they look these shirts order you know they look really good I mean geez they feel good really good I mean geez they feel good really good I mean geez they feel good too yeah they they're these are really too yeah they they're these are really too yeah they they're these are really good shirts yeah quality good shirts yeah quality good shirts yeah quality I can't believe it isn't that what we I can't believe it isn't that what we I can't believe it isn't that what we all want to do Elevate our kids yeah and all want to do Elevate our kids yeah and all want to do Elevate our kids yeah and and so all proceeds go to our the and so all proceeds go to our the and so all proceeds go to our the Elevate our Elevate our Elevate our kids.org charity to put laptops okay kids.org charity to put laptops okay kids.org charity to put laptops okay because you can't just have connectivity because you can't just have connectivity because you can't just have connectivity you actually have to have the devices to you actually have to have the devices to you actually have to have the devices to help uh kids K through 12 get connected help uh kids K through 12 get connected help uh kids K through 12 get connected and participate in our digital stuff and participate in our digital stuff and participate in our digital stuff right whether it's economy education etc right whether it's economy education etc right whether it's economy education etc etc so we're trying to do some good here etc so we're trying to do some good here etc so we're trying to do some good here hopefully you guys are willing to do hopefully you guys are willing to do hopefully you guys are willing to do some good and then help us out here you some good and then help us out here you some good and then help us out here you can also just make a donation so if you can also just make a donation so if you can also just make a donation so if you just feel like you're terrible and you just feel like you're terrible and you just feel like you're terrible and you have like 90 million bucks blippi do it oh yeah you know actually that do it oh yeah you know actually that would be a self-serving uh donation would be a self-serving uh donation would be a self-serving uh donation because there's so many kids in the because there's so many kids in the because there's so many kids in the digital divide who can't watch a lot of digital divide who can't watch a lot of digital divide who can't watch a lot of these kids shows these kids shows these kids shows um it's a great way of like expanding

um it's a great way of like expanding um it's a great way of like expanding your markets so your markets so your markets so think about it do it yeah and make sure think about it do it yeah and make sure think about it do it yeah and make sure to subscribe to iot Coffee Talk at to subscribe to iot Coffee Talk at to subscribe to iot Coffee Talk at www.iotcoffee.com uh and then like share okay uh and then like share okay um and share with your kids but Parental um and share with your kids but Parental um and share with your kids but Parental Guidance is highly recommended highly Guidance is highly recommended highly Guidance is highly recommended highly highly highly highly yes I mean if they highly highly highly yes I mean if they highly highly highly yes I mean if they get stuck yeah if they get stuck and get stuck yeah if they get stuck and get stuck yeah if they get stuck and they hear something that you didn't want they hear something that you didn't want they hear something that you didn't want them to hear that's your hallucination but uh you know what we're here every but uh you know what we're here every week so thanks for joining us we week so thanks for joining us we week so thanks for joining us we appreciate it you know the two or three appreciate it you know the two or three appreciate it you know the two or three of you guys who actually make it this of you guys who actually make it this of you guys who actually make it this far every week and you know eventually one of these days you know eventually one of these days okay Bill we're gonna be we're gonna be okay Bill we're gonna be we're gonna be okay Bill we're gonna be we're gonna be like ridiculously famous they're just like ridiculously famous they're just like ridiculously famous they're just gonna look back at our stuff and go oh gonna look back at our stuff and go oh gonna look back at our stuff and go oh wow these guys were not too stupid you wow these guys were not too stupid you wow these guys were not too stupid you know yeah hey the whole thing about it know yeah hey the whole thing about it know yeah hey the whole thing about it is perseverance keep doing it ah but you is perseverance keep doing it ah but you is perseverance keep doing it ah but you know what I love talking with you guys I know what I love talking with you guys I know what I love talking with you guys I learned it's stimulating you know what learned it's stimulating you know what learned it's stimulating you know what I'm saying yeah yeah plus we don't have I'm saying yeah yeah plus we don't have I'm saying yeah yeah plus we don't have to agree with each other all the time to agree with each other all the time to agree with each other all the time that's not what I like a little boring that's not what I like a little boring that's not what I like a little boring yeah that's what I want to get I want to yeah that's what I want to get I want to yeah that's what I want to get I want to get Martin up here to basically trash on get Martin up here to basically trash on get Martin up here to basically trash on me me me and get Michael Greaves up here and and get Michael Greaves up here and and get Michael Greaves up here and other folks who want to debate and have other folks who want to debate and have other folks who want to debate and have a have a good time you know I mean when a have a good time you know I mean when a have a good time you know I mean when you when you posted this week you should

you when you posted this week you should you when you posted this week you should you should again put it in the in the you should again put it in the in the you should again put it in the in the post that we welcome if you are in gen post that we welcome if you are in gen post that we welcome if you are in gen AI if you are in to digital twins if you AI if you are in to digital twins if you AI if you are in to digital twins if you are in large language models if you're are in large language models if you're are in large language models if you're in on all of these things come on down in on all of these things come on down in on all of these things come on down come on down yeah the Price Is Right yes come on down yeah the Price Is Right yes come on down yeah the Price Is Right yes it is and by the way it is and by the way it is and by the way um yeah rest in peace Bob Barker oh yes um yeah rest in peace Bob Barker oh yes um yeah rest in peace Bob Barker oh yes yes all these Legends you know at first yes all these Legends you know at first yes all these Legends you know at first it was like Pee-wee Herman and then that it was like Pee-wee Herman and then that it was like Pee-wee Herman and then that was Bob Barker Bob Barker yeah was Bob Barker Bob Barker yeah was Bob Barker Bob Barker yeah Legends but we'll see you next week all Legends but we'll see you next week all Legends but we'll see you next week all right take care bye right take care bye right take care bye [Music]