Latest / Integrate This! Ed Tech Podcast / Kunal Dalal | Parenting in the Age of AI, and the Future of Agentic AI
Transcript
- 0:00Welcome to Integrate This, your go -to edtech
- 0:03podcast where curiosity meets classroom innovation.
- 0:07Join your hosts, David Berner and Jeremy Mikla,
- 0:09as we explore the rapidly evolving world of educational
- 0:12technology. From game -changing tools to insightful
- 0:15conversations with today's top edtech voices,
- 0:18we're here to help educators stay informed, inspired,
- 0:21and ready to innovate. So tune in, level up,
- 0:25and let's integrate this. Hey, welcome to the
- 0:41Integrate This EdTech podcast. I'm David Berner,
- 0:45joined by co -host Jeremy Mikla, and we have
- 0:47a special guest with us today, Kunal Dalal, and
- 0:51super excited to have Kunal on. We got a chance
- 0:54to meet and hang out a little bit at FETC in
- 0:58February, and I thought it'd be great to have
- 1:00Kunal on the podcast. When we were there, we
- 1:02got to talk a little bit about... his stomping
- 1:05ground in California and what's all one of the
- 1:08greatest sites to see there. And then we got
- 1:11a chance that we we broke bread as well a little
- 1:13bit. So, yeah, excited to have you on. And, you
- 1:17know, do you want to just kind of kick things
- 1:18off and tell the listeners where what your background
- 1:22is and how you got to where you got to today?
- 1:24Sure. Thanks for the introduction. Yes, it was.
- 1:27We did break bread. Not kind of. We did. We had
- 1:30lunch together. That was that was wonderful.
- 1:32Along with the incredible Dora there from from
- 1:36imagine we so my history is in what I've started
- 1:41as a science researcher who thought I was going
- 1:43to do brain research and then I found a friend
- 1:46who was doing wilderness guide work with kids
- 1:52who were coming out of lockup and I was in Connecticut
- 1:55and he was in Utah and I was like, you know what
- 1:58I'm going to do what every Indian mom. Which
- 2:02is, I'm going to leave Yale Medical School to
- 2:05go live in the desert with kids coming out of
- 2:07lockup. Every Indian mom's dream, right? But
- 2:11I did that, but once I got there, I was 21 years
- 2:14old and I realized, wow, this is my space. Like
- 2:18education, young folks, like being able to, especially
- 2:22kids who feel like they don't necessarily get
- 2:26the same. Uh, opportunities as other, other kids,
- 2:29uh, maybe kids who themselves have gone through
- 2:33whatever it might be through both externally
- 2:35and internally, uh, that feel, uh, like they
- 2:39need some sort of belonging, some sort of identity.
- 2:41That became my space. And so I went into alternative
- 2:44education. I did that both in, uh, Boston and
- 2:47in Berkeley, I became a principal of an alternative
- 2:49school in Berkeley. uh, in Northern California.
- 2:53And then I was a principal for a little bit assistant
- 2:57principal in San Francisco as well. Uh, and then
- 2:59I went into what I call like my founder phase
- 3:01where I started a head film company. And that's
- 3:04as, as one does when you live in the Bay area.
- 3:06And, and then that kind of brought me into the
- 3:09ed tech and technology world, because that was
- 3:12very much just in the classroom and insights.
- 3:15And that really brought me into that space. And
- 3:17so I worked for a few companies. And once I got
- 3:20laid off in 2020, during COVID, I was at the
- 3:24time with WeWork and got laid off and had my
- 3:30boy. And then not too much longer, ChatGPT became
- 3:35public. And that kind of turned me into this
- 3:39AI, what I call an AI parentologist now, which
- 3:41was by the way, a name given to me by someone
- 3:43else. I didn't make that up and I thought it
- 3:45was so cool that I just started calling myself
- 3:47that. And so now it's what I do. I was at Orange
- 3:50County Department of Ed for a year and a half
- 3:52as one of the administrators for artificial intelligence
- 3:54alongside my colleague Wes. And now I am consulting
- 4:00mostly with schools, districts, but also, uh,
- 4:05I've kind of branched out into the business world
- 4:07as well, talking to senior leadership in small
- 4:10and large businesses, uh, to figure out this
- 4:14AI agentic world that is upending a whole lot
- 4:18of both infrastructure work, work processes,
- 4:22like, you know, all of it, all of it. So that's
- 4:25me in as quick a nutshell as I could give you.
- 4:27Yeah, you may be alluded to this a little bit,
- 4:30but there's there's a bunch of different things
- 4:31that you've been involved in and you know an
- 4:34education Seemed to be or or maybe it's Coming
- 4:39up. Would you say that that's like a consistent
- 4:42through line through all your different experiences?
- 4:45Yeah Yeah, and I think I think when I had my
- 4:47headphone company I would do pitches sort of
- 4:49like I didn't I did shark tank didn't exist at
- 4:51the time but sort of like shark tank type pitches
- 4:54and I would always bring students in and No one
- 4:57else there would understand why, because they
- 4:59were all just, you know, like little foundry
- 5:02types in the Bay area, just thinking that that
- 5:05was, you know, whatever they thought, I don't
- 5:07know. But for me, I was like, there is going
- 5:11to be no more valuable lesson than these kids
- 5:14are going to get than to watch me get up there
- 5:17and 90 % of the time fail. Uh, but to see me
- 5:20get up and do it again and see me and get up
- 5:22and do it again, see me sort of get. In some
- 5:25cases, humiliated up there with how bad my pitch
- 5:28was, uh, and how many things I missed, but the
- 5:31kids got to see me and got to see me learn. And
- 5:33so, so yeah, kids have always been interval part
- 5:36of everything. Even now today with all my AI
- 5:38work, like my, I'm, I'm doing some pretty, what
- 5:42I feel like is pretty advanced agentic stuff
- 5:44and building some things. And the only thing
- 5:47I can think of is, okay, how do I get kids involved?
- 5:49How do we get kids involved? Yeah. So if you're
- 5:52the of those things that you mentioned like they
- 5:53getting up and failing and trying again and all
- 5:56that type of stuff Is there anything that you
- 5:58could think of that was like particularly difficult
- 6:01that ended up? Shifting how you thought about
- 6:04things or how you leave people or work with people.
- 6:07I mean, I think I think It really what? What
- 6:12was unfortunate was, you know, I'm in I was in
- 6:15alternative schools. And so we're talking about
- 6:18mostly kids of color black and brown students,
- 6:20and then you walk into this pitch fest and that
- 6:23is not who is in the little pitch fest, right?
- 6:25That's certainly not the funders. And so one
- 6:28of the things I learned early in my entrepreneurial
- 6:32space was it is not a level welcoming space.
- 6:38It is a exclusive space that I think maybe 30
- 6:42years ago was a lot more open to sort of the
- 6:46folk, the guys off the street. uh, but it really
- 6:49has converted into this institutional space.
- 6:51And so the biggest, the hardest thing for me
- 6:54was sort of, it was trying to explain that to
- 6:56the kids, right? I mean, they got it, but at
- 6:58the same time it was like, how do I position
- 7:02this and how position is again, that's a nice
- 7:04business term, but like, but really, yeah. How
- 7:06do I frame this in a way that the kids can see
- 7:10it's not on them and that they still have every
- 7:15opportunity to be able to realize this stuff,
- 7:17it is going to be a harder ride than maybe some
- 7:20of the other folks in the room. But that was
- 7:22hard. It was hard to try to explain to the kids.
- 7:26They're not dumb. These are high school kids,
- 7:28black and brown kids coming from the Bay Area.
- 7:30They understand the world that they're walking
- 7:32into, but it's still hard to sit there and be
- 7:35the adult in the room and feel that responsibility.
- 7:39I think that's a great perspective of bringing
- 7:41the lens of a student into that AI space that
- 7:45you're talking about here, or into the experiences
- 7:48that you have here. But I want to kind of like,
- 7:50you also mentioned yourself as being an AI parentologist,
- 7:55right? And so I want to get into what did you
- 7:59notice in the AI space where the voice of parents
- 8:04were also being overlooked when it comes to AI?
- 8:11It's interesting because I started my A .I. journey
- 8:14through parenting. I was a stay -at -home parent
- 8:16at the time. I had my kid. It was one of the
- 8:19worst fire seasons in Bay Area history. There
- 8:23was a lot of being stuck inside. And then I moved
- 8:28up to the Seattle area where I didn't know anyone.
- 8:31That's where my kid's mom's family is, grandparents
- 8:34and everything. And it was lonely. It was lonely.
- 8:39Again, single parent, the mom was working, or
- 8:45stay -at -home parent, mom's working. That loneliness
- 8:52brought me into this space of, okay, what is
- 8:54this AI thing? There was one night when my boy
- 9:00wouldn't stop crying, 3 AM, one of those things,
- 9:02the 3 AM won't stop crying thing. I walked outside.
- 9:07And I said, oh, there's this chachapi tea thing.
- 9:10I, I this, this let's try this thing out. And
- 9:13so I asked it to make jokes for me because I
- 9:15just needed some jokes. I needed it because it
- 9:18was a tough night. I needed some jokes and the
- 9:19jokes were terrible. They were some of the worst
- 9:23jokes. And I, in that moment I was like, Oh my
- 9:27goodness. Like it doesn't matter what AI is doing
- 9:29because right now this is actually about me,
- 9:32my son being here, being present AI just happens
- 9:35to be this. this thing that can help me sort
- 9:39of understand my human space a little better,
- 9:40or at least be in my human space. And so my,
- 9:43so I wrote the, my first edition of AI parent
- 9:46in March of 2023, just like five months after,
- 9:50uh, Chachi Pati was public. And the reason for
- 9:53that was I immediately was like, AI is not going
- 9:57to find its heart and soul at work. It's not
- 10:02gonna find his heart and soul at school. It's
- 10:04gonna find his heart and soul at home. And when
- 10:07we talk about being a parent with AI, there is
- 10:11parenting with AI, but we are also all, whether
- 10:14we have kids or not, we are all parenting AI
- 10:17into this world. AI is just a little three -year
- 10:20-old baby, and whatever it becomes in this world
- 10:24as it matures is gonna be up to us as a global
- 10:27community, how we parent AI into this world.
- 10:31If we take that lens, then we start to consider
- 10:36ethical implications, geopolitical, social implications.
- 10:40You know, all of the things that we are trying
- 10:42to kind of put rules on and guardrails on, that
- 10:47becomes a very different conversation when we
- 10:49think of AI as a little toddler that we're trying
- 10:52to raise together as a human community. And so
- 10:56that's That's sort of the AI parentology. There's
- 10:58the stuff we do at home. I'm actually scheduling
- 11:01a Lighthouse Home events, which I know we'll
- 11:03talk about a little bit later, but an event for
- 11:06my community here in Long Beach in a month or
- 11:09so. So there's that piece where parents in AI
- 11:12and how do you address AI in the sacred space
- 11:17that exists between parent and child. And if
- 11:20we can really embody AI in that sacred space,
- 11:24Then we have a chance to make AI something a
- 11:28lot like something benign right and something
- 11:31that actually uplifts us What if we put it if
- 11:34we if we mature AI as this competition? Differentiator
- 11:38as a solely as an efficiency creator. Well, then
- 11:42we were just gonna kind of supercharge this You
- 11:46know this completely marginalizing capitalism
- 11:49version that we have right now And I don't know
- 11:52of anyone other than a few shareholders up in
- 11:55some box seat somewhere that really want that.
- 11:58I think most of us want a more beautiful, joyful,
- 12:03and just future for our kids. And AI can be an
- 12:07integral part of that, but we have to parent
- 12:09it right, because otherwise it's going to turn
- 12:11into a supercharged version of what we have already.
- 12:14So thinking about it, I think first from a perspective
- 12:17of, how about just, there's going to be kind
- 12:20of two parts to this. So the first part is, You're
- 12:23the overwhelmed parent that's dealing with your
- 12:29own physical students or your own physical kids.
- 12:34And I'm thinking overwhelmed from the sense there's
- 12:36a lot of demands that are put on parents' time.
- 12:39Whether they be work -related, activity -related,
- 12:44or preparing dinner -related, all of those different
- 12:46things can really stress out a parent, and now
- 12:49they have to know about how to use AI, and does
- 12:54that just become, I mean, how does a parent,
- 12:57I guess, number one, gain the capacity, gain
- 13:02the agency, gain certain knowledge to be able
- 13:05to see that as being a partner? Yeah, not a parent,
- 13:10but maybe a partner in parenting with their own.
- 13:15Go ahead at the same time. I think the second
- 13:17part of this question is, if we're also parenting
- 13:19AI at the same time, what sort of things do parents
- 13:23need to really lean into or to avoid doing when
- 13:28parenting what we want AI to be? Yeah, yeah.
- 13:32Well, the avoiding part I will just quickly answer.
- 13:35Avoid avoiding it. Just don't like avoid avoiding
- 13:38it because if you avoid it then you have then
- 13:41you're relinquishing any kind of responsibility
- 13:43as parent right for AI but the first part of
- 13:46your question of how do you how does an overwhelmed
- 13:47parent even start I In my books, I think all
- 13:51three of them, but I think especially here in
- 13:53my last one. I really kind of go into what some
- 13:57of the daily things that I do and For example,
- 14:01just simple things right dream journals where
- 14:03every night every morning or Now it's become
- 14:07less and less, but we used to do it a lot more.
- 14:10But we'd say, what's your, did you have a dream?
- 14:13Okay, describe your dream. We'd create a prompt
- 14:15for the dream. And then we'd create an AI image
- 14:18of the dream. And with that, I have two and a
- 14:22half years now of his dreams in this image form.
- 14:27And I've been able to see inside his brain and
- 14:30his dreams in a way that I just would never have
- 14:33had access to. It's crazy like at that two years
- 14:36ago, every. Dream was about something else or
- 14:41in like about dinosaurs and whales and monster
- 14:43trucks and you know, whatever like what a two
- 14:45year old boy thinks about and now he is the center
- 14:48of every dream and he is like running through
- 14:51a field. He like he is sent. He is now he's sort
- 14:54of embodied himself in his dreams now in a way
- 14:56that he didn't do before. And I've got to see
- 14:59that over the course of two and a half years,
- 15:01right? We do this thing at night where Uh, we,
- 15:04uh, of course there's bedtime stories and a lot
- 15:07of, a lot of parents now use AI to help with,
- 15:10with sort of like more relevant bedtime stories,
- 15:13which is something that we do. We have a story
- 15:15series called the tree and the log. And I know
- 15:17it sounds a little melancholy, but that's sort
- 15:19of who I am, but it's this idea of a tree and
- 15:22a log. Uh, and the log is obviously an old tree
- 15:25that's fallen over. Uh, but they sort of reminisce
- 15:28about life. They wonder about what it might mean
- 15:31to like walk around and to run and to laugh and
- 15:34all these things. They wonder about, you know,
- 15:36and it's like this really cool series of, of
- 15:39just wondering about the world from the perspective
- 15:41of a tree and a log. And then like the, the cool,
- 15:44one of the coolest things I do is it is near
- 15:48impossible to ask. My most parents will say this,
- 15:52uh, and say, Oh, how was your day? What'd you
- 15:54do all day? Nothing. It was fine. Oh how was
- 15:57nothing fine it was fine. And it's like near
- 16:02impossible to get anything out and I'm genuinely
- 16:05interested like I do want to know I'm not asking
- 16:07just to be nice like I would somebody on street
- 16:08like I really care that's my boy and so rather
- 16:11than asking. I do this thing where we record.
- 16:16our, essentially our narratives for the day.
- 16:18So we'll start first with me and I'll say, Hey,
- 16:21I woke up, I went on a run to the beach. Uh,
- 16:24I did a podcast with these wonderful people.
- 16:26I had two meetings about this. We talked about
- 16:27this, this, this, and then I made this for food
- 16:29and this for food and now record that. Then he
- 16:32goes and he'll say, okay, we did this and we
- 16:34did this. I played with Connor. We, I had, you
- 16:37know, dates and whatever for lunch, whatever,
- 16:39whatever. And then, and then we get these two
- 16:40recordings that are transcribed about our day.
- 16:43And then I. put it into AI, and I say, read these
- 16:46two narratives and find a way that we both positively
- 16:50affected the world today. Find a common way that
- 16:53we positively affected the world today so that
- 16:55now I can tell my son, hey, look, even though
- 16:57we were physically separated, we still did this
- 17:01common thing together today. And this is how
- 17:03we did it. And then, so that connects us right
- 17:07there. And then I take it one step further where
- 17:10I say, hey, Think of or consider ways in which
- 17:15the thing that we did good today. What is some
- 17:19indigenous tradition? It doesn't matter from
- 17:21where, but what is some indigenous tradition
- 17:24that names this or that is that this is reflective
- 17:27of so that we're not just connected with each
- 17:30other today, but we see how what we did today
- 17:32is connected to our humanity from thousands and
- 17:34thousands of years ago as well, right? Pre digital,
- 17:36pre everything, maybe even pre linguistic. Who
- 17:38knows? Interject here really quickly. To me,
- 17:41it just seems like that would not have been possible
- 17:45for you to get to the depth of conversation that
- 17:48you're having with your own child or AI. Impossible.
- 17:52And that's where I think you see it as this is
- 17:55not another thing to do. This is actually a way
- 17:59to understand my relationship in a way that I
- 18:01never would have been able to before. Making
- 18:03it more human, even though you're using artificial
- 18:05intelligence. Exactly. And to me, it's not about
- 18:09AI. right? Like AI just happened. Like, we do
- 18:12like, one of the one of the most incredible things
- 18:14I've ever had with my kid was we he had moved
- 18:19down here for a lot. He was up in Seattle, I
- 18:21was living down in Southern California for eight
- 18:22months, I was going back and forth flying. And
- 18:24so then he his mom and sister moved down. And
- 18:27he was having a difficult time for the first
- 18:29little bit, I was having a difficult time that
- 18:30was copy, you know, it's, it's complicated, right?
- 18:33And so I wasn't acting. as patiently as I want
- 18:37it as I would want to. And he was acting his
- 18:40way, but whatever. He's a kid, right? So he can
- 18:41do that. I should. I need to have my business
- 18:43together. And so I voice mode chat between voice
- 18:47mode had just come out. And so I sat with him
- 18:50and I said, hey, we're just going to have a quick
- 18:52conversation with AI. And he was like, whatever,
- 18:53whatever. And so then I said, hey, I'm sitting
- 18:55here with my son and he just moved from pretty
- 18:59far away. And I feel like I'm having a hard time
- 19:02really. You know what? It's something or another,
- 19:05right? I talk about me, right? I'm having a harder
- 19:07time. And when I said that. His eyes just moved
- 19:11from the screen and you know how hard is take
- 19:13his eyes off the screen off the screen to me
- 19:16and gave me a look that. I mean, I'm getting
- 19:21shivers thinking about it, but it's it's. I had
- 19:23never seen that look before, like an end and
- 19:26it really felt like it was him. I mean, it was
- 19:31that look of like, wait, you know that? Like
- 19:33you understand that that's happening. And from
- 19:37there, it did not matter what AI said, who cares?
- 19:41Like, oh, AI is going to give you bad advice,
- 19:43biased advice, who cares? It's not relevant because
- 19:46what's relevant is the two of us are sitting
- 19:48next to each other and we can talk about what
- 19:50AI gives us. And we can be the arbiters of that,
- 19:54but we're doing it together. It doesn't like
- 19:55AI is not an authority on anything in this. We're
- 19:58the only authorities AI just happens to be this
- 20:01conduit that can help us. connect with each other
- 20:04sort of like a good therapist, right, like a
- 20:07good therapist just reflects everything back
- 20:08and doesn't necessarily interject a whole lot.
- 20:11And in this case, and that's fraught to say that
- 20:13about chatty, because a lot of people use it
- 20:15for therapy, and I don't mean use it for therapy.
- 20:17But it is like, it is sort of that that space
- 20:20of like, it doesn't matter what they add us.
- 20:22So yeah, I think I think what you're saying is
- 20:24exactly right. Like, it's not about the AI, it's
- 20:27about the human. And that's when the parent lens
- 20:30all of a sudden makes a whole lot more sense
- 20:32because it's not technology you're not offloading
- 20:34anything to technology you're actually on loading
- 20:36more it's just now you can do it and you can
- 20:38do it more creatively and you can have a little
- 20:40bit of fun with it and i really appreciate that
- 20:43perspective too because that's not something
- 20:45that um gets talked about too much i think like
- 20:48in and maybe you could touch on this too kunal
- 20:51is like with with our different trainings and
- 20:53things that we've done on ai one thing that seems
- 20:56very clear is that parents don't really have
- 20:59a good idea of what's going on with AI just in
- 21:01our own conversations with some of our schools
- 21:03and uh and uh it's kind of like this thing that
- 21:08is thrust upon them and so it like Jeremy said
- 21:12before you know maybe that overwhelming feeling
- 21:14but if you know if you take the phrase I think
- 21:18you had said we're like we're all parenting AI
- 21:21right now what does that mean for families like
- 21:25as they try to navigate this, especially if they
- 21:30have zero understanding of AI and I think you
- 21:33gave some really good examples, but maybe even
- 21:35touching upon where could they start? Yeah, yeah,
- 21:39I mean, I think again depends on the age of your
- 21:42kid. Of course, first I think is to divorce yourself
- 21:45of this idea that AI. For your kid means AI at
- 21:49school. That's not that's not it AI. between
- 21:53you and your kid has nothing to do with school.
- 21:56It has nothing to do with your work. It has nothing
- 21:57to do with any of that stuff. It only has to
- 21:59do with each other. And so that's the first step
- 22:02is I think a lot, because I do these parentology
- 22:04trainings here, just up here in Newport Mesa
- 22:07Unified. And every time I kind of begin a session,
- 22:12it is clear that parents believe themselves to
- 22:16be there because they're learning about what
- 22:18the school district is doing about AI for their
- 22:21kid at school. And that's fine, but that's not
- 22:24what I'm I try to help parents with. I'm like,
- 22:28no, no, no, no, no, don't the sacred space between
- 22:30you and your child. Think about that. That is
- 22:32the space which AI can exist. And so there's
- 22:35some the image examples can be a starting place.
- 22:38I just did one with my two and a half year old.
- 22:40She was very frustrated that it takes her mom
- 22:44so long to make chocolate chip muffins. And so
- 22:47she said, can I just have an oven that makes
- 22:50muffins for itself? And so I was like, should
- 22:53we make an AI image of that? And we did. And
- 22:56she was like, oh, put ears and put all this stuff.
- 22:59And it's great when they start to iterate, because
- 23:01then I get to have the second conversation of
- 23:03there's a lot of energy use every time we make
- 23:05one of these images. So let's think about how
- 23:09we want to do it so we can just make two a day.
- 23:13Because I try to say it like. it's like throwing
- 23:15plastic in the ocean like this is this you know
- 23:17so we got to be we got to be thoughtful about
- 23:18how we're doing this but i think there's another
- 23:21thing that i do which is i use i you know the
- 23:24the those things that we just throw in the recycling
- 23:26the little grocery flyers that come in the mail
- 23:29and we just throw into the recycling hopefully
- 23:31throw in the recycling but uh now I just take
- 23:34a picture of that and I say, hey, make a week's
- 23:36worth of grocery list. I've got a four year old
- 23:38who likes this. I've got a or a six year old
- 23:40who likes this. I've got a two year old who likes
- 23:41this. This is what I like. Give me it. Tell me
- 23:44what my budget for the week is done. And all
- 23:47it is is just taking a couple of pictures of
- 23:48the flyer of the of the grocery store near me.
- 23:51And boom, there you go. And that helps so much.
- 23:54Another thing is I showed a few parents like
- 23:57don't like don't stress so hard about knowing
- 24:01everything about the nutritional information
- 24:03and how that affects your kids because AI can
- 24:06help you with that. So just take your phone and
- 24:09when you want to buy something, just point AI
- 24:11at the ingredients list and just say, hey, quickly
- 24:14tell me, is there anything I need to be worried
- 24:16about here for my kid and why? And then it'll
- 24:18give you a quick list and it does it in five
- 24:21seconds. Right. And these are just like simple
- 24:23things that keep your kid healthy, keep you less
- 24:26stressed out because you're doing something that
- 24:29you have to do that. you feel like would be really
- 24:34stressful and time consuming to figure out otherwise.
- 24:36But now you can just do it really quickly. So
- 24:38there's a lot of entry points. My book has a
- 24:40lot more entry points as well. But yeah, music.
- 24:43I think music is an incredible thing where I
- 24:46had a kid. I had like I had a kid, my son, who
- 24:48was like, yeah, he He was like, I want a soundtrack
- 24:54that sounds like someone's chasing somebody else.
- 24:56And so I'm sitting there like looking through
- 24:58trying, oh, how about this one? How about this
- 24:59one? And I was like, what am I doing? I'm, I'm
- 25:02an AI person. Like let me go on Suno. Let me
- 25:05go on an AI music generator and see if we can
- 25:07make something. And so he prompted it. He wrote
- 25:09his own prompt with his own instrumentation and
- 25:12then it made a song. And he listened to this
- 25:15little two minute snippet of a song for probably
- 25:18six straight hours where he was quite literally
- 25:21like using his fingers like poppy look this is
- 25:23the part of the song where the guy is hiding
- 25:25and they almost catch him and then he starts
- 25:27to run away and he's like doing all of this on
- 25:29the dining room table so music is another thing
- 25:32that i think can connect us just things that
- 25:34connect us just do things that connect you you
- 25:37know do you ever worry well i i'm sure you worry
- 25:39because all parents worry right that's that's
- 25:4290 percent of our job that that pretty much ends
- 25:45you know like but i guess you know What are the
- 25:48things that worry you most as a parent about
- 25:51exposing your kids to with a guy? And I guess
- 25:53I'm coming at this from a lens of, you know,
- 25:56like interest generation, you know, and digital
- 26:00resources, digital media, social media, right?
- 26:05And screen time and those sort of things. So
- 26:07what like what fears you most about that? So
- 26:11I think it's not nothing about AI in itself scares
- 26:16me. because it's just a bunch of math and now
- 26:20some vector stuff and like none of that scares
- 26:23me. What scares me is that it comes at a time
- 26:27when we have sort of we are at our almost least.
- 26:34Like we have the least amount of digital agency
- 26:36if we're not a big tech company that we've ever
- 26:39had because for the last 20 years, the consolidation
- 26:43of big tech. And now the algorithmic manipulation
- 26:46that has become just a part of social media and
- 26:50all, really all digital experience, that has
- 26:53become so pervasive. And AI happens to come right
- 26:58at this time. And so we have this choice now
- 27:01to be able to own some of this digital stuff
- 27:05for ourselves and fork off and not be subjected
- 27:08to this. uh, the space where we're just users
- 27:11of technology, right? The same term we use for
- 27:14folks struggling with drug addiction. We're not
- 27:16just users of technology, but we're actually
- 27:17creators and builders and guiders of this technology.
- 27:21We can do that now with AI in a way that we never
- 27:24were able to before. Like we are, we have agency
- 27:27that we never had before. However, we are also
- 27:31in a society now that has had 30 years of software
- 27:36as a service, SaaS products, phones, apps that
- 27:39have created what they call frictionless experiences,
- 27:43right? Like it's UI, UX perfection, all that,
- 27:46which has made us lazy and which has made us
- 27:49so that we just accept that someone else is gonna
- 27:52make the technology for us and we're gonna use
- 27:55it as best we can. And that scares me because
- 27:58if we continue to think like that, then AI is
- 28:02going to become social media 2 .0, but it's going
- 28:05to be so much more intense and insane than social
- 28:09media was because we just we don't have social
- 28:11media didn't have this autonomous element to
- 28:14it, right? And the self learning element to it.
- 28:17It was algorithmically driven, but now the algorithms
- 28:19can learn in a way that they just never could
- 28:21before. And so that's where so my fear isn't
- 28:25about AI. And it's not about exposing my kids
- 28:27to screens or anything. My My fear is that the
- 28:30attention economy that has developed over the
- 28:32last 10, 15 years becomes hypercharged with AI.
- 28:36And then we as a society are sort of lacking
- 28:39any kind of defense outside of just throwing
- 28:41all digital technology out, which means we're
- 28:43sort of isolated from the world as well in many
- 28:45ways. So that's my fear. It's less about AI and
- 28:48more about us. More of a like a stolen focus
- 28:51kind of thing for for our attention. Yes. It's
- 28:54the attention economy stuff, right? It's yes,
- 28:56it's how we've monetized attention and You know,
- 29:00I like and it's not just young folks, right?
- 29:03Like there's so many I mean we see what's happening
- 29:05the political space and that's happening because
- 29:08there are a lot of not young folks We're sitting
- 29:10there doing this all day and that has poisoned
- 29:14all of us Do you suggest or can or do you have
- 29:19any things that you recommend to parents that
- 29:21are kind of? Practical solutions to some not
- 29:24maybe even a solution practical ways to attack
- 29:28that that sort of attention, you know economy
- 29:31that we're talking about here. Yeah, is it even
- 29:33more? You know playtime more, you know face to
- 29:36face social time or I mean it is but it's not
- 29:40that easy right because we like us here on this
- 29:45call. We have experience in a pre -digital world.
- 29:50We understand in, even if we can't necessarily
- 29:53cautiously remember as well, but we at least
- 29:56in our bones and in our personalities have a
- 29:59non -digital personhood, right? Young folks do
- 30:02not have a non -digital personhood. Most do not
- 30:05in, especially in developed countries, right?
- 30:08And that now when you ask a kid, Hey, let's go
- 30:14do this. And the kid's like, I don't know what
- 30:16that is, and there is no joyful connection there.
- 30:21Around that and half the time the parents are
- 30:23on the phone too, right? So like they probably
- 30:25more than half, right? There's a there's a incredible
- 30:27article in CNN from I think a year or two years
- 30:31ago where a kid was talking about his sophomore
- 30:34in high school and he was talking about phone
- 30:37bands that were happening in school and he said
- 30:40he's super. He's super into it. He likes the
- 30:43phone ban, but he said. All of our school notifications
- 30:46come through Instagram. All of our homework is
- 30:49done on Google Classroom. Everything is digital.
- 30:52And so how do we now de -digitize ourselves,
- 30:56right? And so he asked his mom, he was like,
- 30:58mom, what did you do? How did you guys know about
- 31:01club events when you didn't have a phone or Instagram?
- 31:04She was like, we used to make posters. And we'd
- 31:06hang out after school and make posters and glue
- 31:09things on the posters. And we put them up. And
- 31:11the kid told his mom, he's like, that sounds
- 31:13like so much fun. I wish we could do that, but
- 31:16we've never done it in our entire lives from
- 31:19being a child to now. We've never done it. And
- 31:22so to me, the digitizing of education has been
- 31:27incredibly, uh, I know we did it for a good reason.
- 31:31because the world was becoming digital. But now
- 31:33with AI, AI can handle a lot of the digital.
- 31:36And so maybe we need to remind ourselves first
- 31:39as adults and then for our kids, remind ourselves
- 31:42what a non -digital world looks like, what joy
- 31:45looks like when it's not on a screen. Gen Z is
- 31:47the first generation who sees themselves more
- 31:50themselves online than offline. Online is not
- 31:53a thing. That is not a, that's not a place, right?
- 31:56It's a made up digital like, you know, Virtual
- 32:00virtual we've literally called a virtual space.
- 32:02It's not real and to feel like you are yourself
- 32:05in a virtual space doesn't bode Great for now
- 32:11figuring out what to do in the organics. So that's
- 32:13I I'm convinced that we as Folks who have lived
- 32:17a pre -digital life our responsibility is so
- 32:20much higher than I think most of us realize Because
- 32:24our kids do not remember because they never had
- 32:26a chance to remember a pre -digital life Can
- 32:31you talk a little bit too, just about like how,
- 32:34because kids spend so much day in school and
- 32:38they are going to interact with AI in school
- 32:40as well, how do you suggest like bridging the
- 32:43gap between the home life and what happens in
- 32:46school with, you know, keeping parents informed?
- 32:50More so, I guess, just saying like, what do you
- 32:52think schools should be prepared to communicate
- 32:55to families, to parents, guardians about AI use?
- 33:00And so that that their bases are covered because
- 33:03that, you know, schools are getting questions
- 33:05already. Yep. Yep. Yeah. What is your yeah. So
- 33:09I'll give you a couple of examples of districts
- 33:11that I think are doing interesting things. So
- 33:13we're going to be, you know, which is down here
- 33:16in Southern California, Orange County. They started
- 33:18really early. And of course, it's a specific
- 33:22community, right? It's like a very well -to -do
- 33:24enclave, and everybody sort of knows each other,
- 33:27and so it's different. But it gives you a lens
- 33:29of what could happen if we start to repair some
- 33:32of these connections. We're a very atomized society
- 33:35right now, right? Where we're like... Like we
- 33:38don't really say hi to everybody all the time.
- 33:39I live in Long Beach where we do it more. But,
- 33:41uh, once you start moving into the suburbs, like
- 33:43it's right. We, we shield ourselves in our cars
- 33:46and our roads, right. Wherever we go, our street
- 33:48food is drive through, right. We're still in
- 33:49our cars. But like first step I think is with
- 33:53Laguna beach is they first started this just
- 33:56like every school district did it's banned. You
- 33:59can't use it. It's cheating, blah, blah, blah.
- 34:01And then very quickly they realized that the
- 34:04only thing they were doing. was eroding the trust
- 34:07between students and teachers. And when they
- 34:11were using AI detectors and all that stuff, right?
- 34:14All you're doing is you're eroding the trust
- 34:16between the adults and the kids at the school.
- 34:19And so they said, we don't know what the answer
- 34:20is, but this is not it. And we're stopping it
- 34:22right now because forget about like, it was your
- 34:25paper written by AI. What's way worse is poisoning
- 34:28the relationships. that you have in this in this
- 34:31community, right? And so first it was like, OK,
- 34:33we're going to maintain the relationship. We'll
- 34:35figure this AI thing out, but we're not going
- 34:37to say we're not going to police our kids. So
- 34:40that step one is is for schools to say we're
- 34:44not policing your children around AI. Now some
- 34:46parents are not going to be OK with that, because
- 34:48some parents expect schools to police their kids.
- 34:50But that's it. That's a stance that I think all
- 34:54school districts have to take. This is prior
- 34:57to AI, right? We were using. criminal justice
- 35:01system language in schools for a long time. First
- 35:04offense, second offense, disciplinary action,
- 35:06right? Like all these things, these are all criminal
- 35:09justice system words that we use in schools.
- 35:11We needed to get rid of that anyway. And so this
- 35:14is another moment where here's another reminder,
- 35:17like we're not policing our children, right?
- 35:19We're building relationships with them. We're
- 35:20uplifting them. We're meeting them where they
- 35:22are. So that's step one. I think the larger question
- 35:28is, What I talk about being present ready a lot
- 35:31of parents will come into schools and be like
- 35:34What are you doing to make sure my kid is future
- 35:36ready, right? Well, what's what's what's with
- 35:38the like my kids future, right? We do not know
- 35:41what the future is gonna look like We don't have
- 35:43any kind of clue. And so I talk about being present
- 35:45ready and being present ready doesn't mean you
- 35:48need to understand AI inside and out. It doesn't
- 35:51mean you need to have some deep technical knowledge
- 35:54of all of this stuff. It doesn't even necessarily
- 35:56mean you need to keep up with all the news because
- 35:58we're busy, but it does mean that you need to
- 36:01be in the spaces where these things matter. So
- 36:05that brings me to my second district, Newport
- 36:08Mesa Unified, also in Orange County, where I
- 36:11do parent sessions once a month and I do some
- 36:14other work with them. But the parents that show
- 36:16up there, are at these parenting sessions are
- 36:21like run the gamut, right? Last session we had
- 36:25a couple of folks who built their own AIs, have
- 36:28been working with IBM for a long time. And then
- 36:30we had another parent who was like, I don't even
- 36:32know what I'm talking about. I just know my kid
- 36:34likes this stuff and I'm here. And she was like,
- 36:38I feel so behind. And I said, no, no, the fact
- 36:40that you're sitting here and you're okay. Being
- 36:44like, I don't know what any of this is, but I
- 36:45need, I know I need to be here. That's it. That's
- 36:48the everything of it. And so. All districts need
- 36:51to have some sort of parent something or another,
- 36:53but please, please, please. I would, I would
- 36:55ask is. Make it personal as parenting, not about
- 37:02schools. We're so obsessed with like a school
- 37:05district, so obsessed with sort of bringing parents
- 37:09up to speed, which is fine. But in that. there's
- 37:13a level of condescension there as well when you
- 37:16sort of frame it like that, right? And a sort
- 37:18of a deficit mentality with the parents. Whereas
- 37:21when we think about it from an asset lens, every
- 37:24parent is bringing everything that they already
- 37:27need to the room. What do I work with there?
- 37:29How do we work together in this AI space from
- 37:32an asset based lens? If we, if we try to deficit
- 37:35it, we are all deficit lenses with AI. There's
- 37:38not one human on earth right now that I can say
- 37:41is like, Oh, you're the AI expert. No, there
- 37:43we, none of them are. Uh, and so that, that's,
- 37:46that's two sort of little smaller concrete things.
- 37:49It's not easy because this is like, how are you
- 37:52going to keep my kids safe? There isn't an answer
- 37:54to that. Cause we can't actually, cause we don't,
- 37:57we're not there yet. And AI isn't there yet.
- 37:59It's evolving too quickly for us to be like,
- 38:01yes, we know how to keep you safe. We don't.
- 38:03And we need to tell parents that, which also
- 38:06means parents, you need to educate your kid at
- 38:08home and make sure that this relationship that
- 38:10you have with your kid is also because then you
- 38:12can talk about this. If you don't talk about
- 38:14it, then we do not know where it's going to go.
- 38:16And we can't control all this stuff. The avoid
- 38:20avoiding avoid avoiding. Yeah. The working to
- 38:23avoid is don't avoid it. Yeah. Can I a little
- 38:27bit earlier you touched on this message of be
- 38:29a lighthouse what I want you to elaborate on
- 38:32that a little bit You know what I mean by that
- 38:34message and and how does it resonate with different
- 38:37groups? Yeah well this started a year and a half
- 38:41ago or so when I wanted to start having events
- 38:46at my house where I would cook and I would cook,
- 38:52we'd have kids, we'd play, we'd have space, we'd
- 38:54have, you know, we'd have some beer and wine.
- 38:57Uh, and then we could sit and talk about AI with
- 39:00our kids or without our kids. Kids can play outside,
- 39:02whatever. And we just sit in a circle, uh, and
- 39:05talk about AI, which sounds weird, uh, because
- 39:08like you want to talk about, I don't, you won't
- 39:10talk about sports or something when you're hanging
- 39:11out. I don't know. At least I do. Uh, but in
- 39:14this case, it was like, no, we're going to come
- 39:16in and talk about it in. I had 15 parents who
- 39:19showed up the very first time I this is that
- 39:21was mind -blowing to me and we had I think 12
- 39:24kids who were playing in the back one of the
- 39:26parents wanted their kid to be in the adult circle
- 39:29she was 11 and so she sat in the adult circle
- 39:31and we just talked about AI we talked about we
- 39:36asked like they asked me a bunch of questions
- 39:38I asked them a bunch of questions my colleague
- 39:41Wes was there with me also I would consider him
- 39:44an AI guru and And so the idea was that we are
- 39:50not going to be experts, but it is stormy outside
- 39:57and a lighthouse doesn't get whipped up with
- 40:01the storm. A lighthouse stays steady and shines
- 40:04light. And it doesn't matter how stormy it gets.
- 40:07The storm could, could go over the lighthouse,
- 40:10but it will still keep shining. And if we can
- 40:14locate. Lighthouse homes in every district by
- 40:18district every neighborhood district, too But
- 40:20if we can locate lighthouse homes, and I'm working
- 40:23on now trying to get a few more lighthouse homes
- 40:24here where That's what we do. We're once a month
- 40:28or however often you want it. We've come together
- 40:31we eat we cook for each other and We wonder about
- 40:35AI and we try to ask questions about our kids
- 40:39and our kids present and our kids features That's
- 40:42where the idea of being a lighthouse came came
- 40:44up And I've done a number of talks now, uh, about,
- 40:50about this. And I think the response. I mean,
- 40:55has been overwhelming in a way like it's, it's,
- 40:59uh, I think it's. It's a little, it's, it's emotional.
- 41:05Uh, you know, uh, AI, I think we forget about,
- 41:10we try to, uh, sort of. turn AI and these other
- 41:15things into just the same digital stuff that
- 41:17we've always done. But it's not, it's, it's,
- 41:20it's something a lot deeper. And if you're, and
- 41:23if you're living in, if you're living your true,
- 41:27authentic human experience, and then AI becomes
- 41:32a part of that authentic human experience, it's,
- 41:35to me, it's very easy to see how I, this is about
- 41:39me actually. The AI, the AI is just a reflection
- 41:42of anything I do. And so in these talks, it's
- 41:45been, you know, it's been talking about, of course,
- 41:48my event that I've done and I've encouraged people.
- 41:50I have a little on my website, AIParentology
- 41:52.com. I have a little Lighthouse Homes guide,
- 41:56if you will. Here's how you can do it yourself.
- 41:58And so I'm trying to share with folks, do your
- 42:00own Lighthouse events. You don't have to be an
- 42:01AI expert. Just get together and know your people
- 42:05in your neighborhood and start that conversation
- 42:08and then keep building from that. but really
- 42:10like it's a stormy world feels like it's getting
- 42:14stormier by the hour and a lighthouse again we
- 42:19stay firm and we don't move and we're drilled
- 42:22into the rock but we are light we'll keep shining
- 42:25all day and all night so that's my hope and we'll
- 42:28definitely put any of those links in the description
- 42:31here so if people want to start their own version
- 42:34of the lighthouse they can definitely do that
- 42:36please I'm just kind of curious here because
- 42:39one of my most frequent uses of AI is to help
- 42:44me with recipes. So I'm curious. The recipes
- 42:49that you're cooking up for people when they come
- 42:51to your house, are they coming from? They're
- 42:55not. They're coming from my mom. But I don't
- 43:04use AI for recipes as much because I sort of
- 43:07enjoy the the I can I have maybe this is weird
- 43:12or maybe it's not but like I can taste spices
- 43:15and food like as I'm putting them in to the food
- 43:18to the point where I don't even taste my food
- 43:21as I cook it because I can taste it mentally
- 43:23without actually physically putting it on my
- 43:25tongue and so it's fun to just put things oh
- 43:29yeah let me put that so no I don't use it for
- 43:31recipes but that would be a cool little uh potluck
- 43:35thing where it's like secret ingredient. You
- 43:37can only use AI. You can't use yourself and create
- 43:40meals and let's have a little potluck. That would
- 43:43be kind of fun. A little twist. Yeah, that would
- 43:45be fun. That would be fun. Kunal, I just want
- 43:49to shift a little bit here. And this is something
- 43:52that you've been working on as well. And I know
- 43:55in talking to you at FETC, I know you did a session
- 43:59or maybe a few sessions on agentic AI. Yeah.
- 44:02And so for someone that's hearing that for the
- 44:05first time, can you just explain what agentic
- 44:08AI is, rather than generative AI, which we've
- 44:11been talking about a bunch, what is this new
- 44:14term that's coming about? Yeah, so, agentic is
- 44:18simply AI that is either semi -autonomous or
- 44:22autonomous and can make decisions for itself,
- 44:24right? And generative AI becomes a part of it
- 44:28because generative AI becomes the decision maker
- 44:30for a lot of these agentic systems. And so think
- 44:36of what we use as generative AI, the chatbots
- 44:38specifically, not the image generators, but the
- 44:41chatbots. It is, you know, it's a essentially
- 44:45call and response, right? I need something. It
- 44:47comes back to me, right? There's a sort of transactional
- 44:49nature to it. It's transformational too, right?
- 44:51If you have, if you have sort of unsure conversations,
- 44:53you can start to go interesting places, but it
- 44:56is, it's a, it's a one, one in, one out, one
- 45:00in, one out, right? And it is a human. it's a
- 45:03human process. When you start to move to agentics,
- 45:07I'll give you an example of a simple agentic
- 45:10system. We have, we use the term agent, AI agent,
- 45:14which is like, uh, has sort of become a catch
- 45:17-all term for things that I think I wouldn't
- 45:19necessarily call AI agents. Uh, but an AI agent
- 45:24is say something that, uh, is like a chat GPT
- 45:28or something that I'll use an email as an example.
- 45:32that goes into my email, reads all my emails,
- 45:35and then prioritizes them by, you know, how quickly
- 45:39I need to respond, maybe even drafts some responses,
- 45:43and it does that, right? And so that's my email
- 45:47agent. I still have to trigger that email agent,
- 45:50right? I still have to say, hey, go check my
- 45:51email and bring stuff back, right? I do that
- 45:54with Claude all the time now. And so that's an
- 45:57agent. An agentic system or agentic AI when the
- 46:04human is we start talking about human in the
- 46:09loop and we actually start talking about human
- 46:11create the loop human optimize the loop human
- 46:14observe the loop and so your trigger is automatic
- 46:18so you might say twice a day so it might be time
- 46:20it might be what a new email comes in it right
- 46:23whatever it is but there's some automated trigger
- 46:27It then goes and tells the AI agent. Hey, read
- 46:30all the emails that have come since blah blah
- 46:32blah time and then do the thing you're supposed
- 46:34to do with drafting potential responses and then.
- 46:38Send that send a text to me to show me to summarize
- 46:44everything you did and give me the draft emails
- 46:46and then have just a confirm button there. And
- 46:48if I hit confirm, it'll go. That's still not
- 46:50fully agentic because I still have to hit confirm
- 46:52at the end, right? Eventually it'll get so good
- 46:55that I don't have to do that. Email is a weird
- 46:57example, because email is so personal that maybe
- 46:59you don't ever want it to just do it without
- 47:01you looking. But there are other processes that
- 47:03you could imagine where you're like, it's fine.
- 47:04Like, even if it's 80%, it's good enough. So
- 47:08that's what an agentic system is. Now, when you
- 47:11start to get to where, like a lot of these agentic
- 47:16engineers are, what you're doing is you're building
- 47:19a system that then builds other systems. So now
- 47:24we're sort of going meta with this, where that
- 47:28agentic AI system, I could now tell it, make
- 47:31me a better email system. So it would go study
- 47:35itself, and then I would have another coding
- 47:37agent. So I only have an email reading agent
- 47:39now. I'd add another coding agent. Now the reading
- 47:41agent will go talk to the coding agent. Now the
- 47:43coding agent will say, OK, blah, blah, blah,
- 47:44blah. And now it'll start to build something.
- 47:46And now it does that all without me having to
- 47:49write any code without me having to do anything
- 47:51other than just tell it what it is that I needed
- 47:54it to do. And so that's where agentic AI becomes
- 47:57really interesting. We're moving from AI as a
- 48:01tool to AI as infrastructure. And we're shifting
- 48:06processes from how can I make AI act like me
- 48:11and make like make my life easier to actually
- 48:14now I'm in the place where how do I make AI's
- 48:17life easier, right? Because AI is the one doing
- 48:19all the work. I'm doing the thinking, I'm doing
- 48:21the imagining, I'm doing all the creative stuff,
- 48:23but the grunt work, AI is doing all that for
- 48:26me. So I need to make sure, just like it was
- 48:28an employee, how do I get the best out of my
- 48:31AI agents? And so now that's the shift, right?
- 48:33And it's less about what can AI do for me, and
- 48:37really it's like, what can I do for AI so it
- 48:38can work better so I can focus on the creative,
- 48:40cool, interesting things? And when you're talking
- 48:43about that, like the with those different agents
- 48:46doing different things. And I kind of have to
- 48:49forgive me because I get visions of the matrix
- 48:51with this. Right. It's it's an accurate. There's
- 48:55accuracy there. Yes. Yeah. So A .I. swarms. Right.
- 48:58Yeah. So can you talk about that just a little?
- 49:01Yeah. Yeah. Yeah. So so swarm intelligence really
- 49:04is this idea where you have many A .I. agents.
- 49:09So when I do swarm stuff. I have, you know, it
- 49:16could be up to five agents at a time. It could
- 49:18be 20 agents at a time, but each one of those
- 49:19agents can also spawn agents in real time. And
- 49:23so what it what a swarm is, is you have, let's
- 49:27say five agents, all working on something I and
- 49:30I give it the instruction, hey, create me a website
- 49:33that captures, you know, I don't know that captures
- 49:37all the Olympic news that happened over the last
- 49:40three, right? Something like that and make sure
- 49:42it updates every. Two hours and so now. I can
- 49:48I can sort of make the agents. I can say here's
- 49:51a coding agent that does this. Here's a here's
- 49:53a blah blah blah agent. There's a web scraper
- 49:55agent that looks up all the Olympic news, etc.
- 49:57But Claude is pretty good. I use Claude and Claude
- 49:59is pretty good at creating its like creating
- 50:01its agents for itself, and so it'll read my prompt
- 50:05and it'll say OK. I'll create five agents. One
- 50:08agent will build the website, or one agent will
- 50:10build the front end of the website. One agent
- 50:11will build the back end of the website. One agent
- 50:13will do web research. One agent will do this,
- 50:15this, this, right? And so all these five agents
- 50:17now unleash all simultaneously. And what makes
- 50:21them work is that they all dump what they're
- 50:24doing into a common memory. And in that common
- 50:27memory, every agent can have an idea of what
- 50:31other agents are doing. And not only can they
- 50:34have an idea of what the other agents are doing,
- 50:36but now Claude as the orchestrator can see where
- 50:39every agent is and what it's all working on and
- 50:42that it orchestrates all of the information that's
- 50:45coming into some cohesive model of understanding
- 50:48of what it's doing, right? And so it's making
- 50:50sure that it's not just like. Again, think of
- 50:54them as employees, five employees living in five
- 50:56different countries that never talk to each other.
- 50:58And you just tell them to go do the things and
- 50:59then you bring it together and you're like, Oh
- 51:00my God, this is never going to work. Cause none
- 51:02of these pieces match. Instead it's everyone's
- 51:04in the same room. Everyone sees what everybody's
- 51:06doing. And it's interesting because as I've been
- 51:09working with swarm intelligence, I've now moved
- 51:12from agentic software to wondering about agentic
- 51:17organizations, right? Cause if agents, if, if
- 51:20we can get AI to do that, why is it that we do
- 51:22that? Like, why don't we all work in this collaborative,
- 51:26common memory tech space? Because agents are
- 51:29trying to compete with each other so they don't,
- 51:30right? So they collaborate. Whereas I know we
- 51:33have a different social model, but it's helped
- 51:37me understand that like, oh my gosh, as an agentic
- 51:39organization, we need to collaborate more and
- 51:42we need to have common memory. So that's a swarm.
- 51:43A swarm is just a bunch of agents that share
- 51:45common memory that have a common task that they
- 51:47need to go to. Is that what you see is, if we
- 51:52were to project out 12 months from now, is that
- 51:55the future? Or is that not fair to do because
- 52:00we should be in the present, right? Yeah, hard
- 52:02to say, hard to say. I think there's this big
- 52:05move now to local AI, right? I'm building AI
- 52:10that lives on a tiny little chip right here,
- 52:13right? This is like a $15 chip. And you convert,
- 52:18you're moving. like I'm moving from language
- 52:20models to these vector or vector models of AI,
- 52:25where right now with LLMs, all the thinking happens
- 52:30in language, right? It's all next token predictions.
- 52:33It's all language. And so whenever all the thinking
- 52:36is happening with language and language takes
- 52:38a lot of compute, a lot of energy. It's it's
- 52:41in order to do it locally on your own computer.
- 52:43You need a massive expensive machine. But if
- 52:47you separate the thinking from the talking, right?
- 52:50Because right now it's thinking and talking through
- 52:52the same mechanism. If you make the thinking
- 52:56happen just through simple math, i .e. you convert
- 53:00your language into math, and now it can do this
- 53:04AI search stuff with math, and then it spits
- 53:06out the language at the other end, now you can
- 53:09do what, honestly, what a lot of these big AI
- 53:13companies are doing, like what takes a $7 ,000
- 53:17machine, You could do on this $15 machine, but
- 53:20it takes a little bit of technical know -how
- 53:23and I I think that's where things are going more
- 53:28so than the large the large language model. The
- 53:33large language model model. Is assuming that
- 53:37we still stay in this centralized everyone makes
- 53:41like everyone uses someone else's software world
- 53:44that we live in right now. I do not believe that's
- 53:46what the world is going to look like in a year.
- 53:49Not that I know who like I don't know, but I
- 53:53do think we're going to be moving to more distributed
- 53:54systems. So given, you know, the unpredictability
- 53:58of it in all that, you know, like if you were
- 54:00to tell a parent, you know, like what is, you
- 54:03know, we're kind of bringing it back to the circle
- 54:06of the parents here again. What's that one, you
- 54:09know, North Star or if you want to call it a
- 54:11lighthouse, you know that they. keep, keep their,
- 54:13their vision towards, you know, while they're
- 54:16navigating rough waters or, you know, take the
- 54:19guide them in the, in the darkest night, you
- 54:21know, to me, it is just your human relationship
- 54:26with your child and with, with your community
- 54:29and, and that your kids' friends and their parents,
- 54:31like whoever that, whatever that community is,
- 54:34the more human you get right now, to me, the
- 54:37more prepared you are. for this AI world. It's
- 54:40not, it's actually the opposite of technology.
- 54:42To me, I think we have spent, uh, you know, the
- 54:45last 50, 60, however many years building a very
- 54:48robust digital infrastructure, insane digital
- 54:51infrastructure that can do so much. And we had
- 54:55to, uh, you know, be the people at the computer
- 54:58and at the monitors and at the, at the keyboards
- 55:01to make that happen. And I want to, uh, there's
- 55:04so many software engineers who are so fearful.
- 55:07of their futures, and rightfully so. However,
- 55:11I wish I could send them all a present because
- 55:17our digital infrastructure exists because they
- 55:19hand coded it, because they worked day in, day
- 55:22out. They spent late nights building this digital
- 55:25infrastructure that now AI can use to remove
- 55:29us from the need to be in front of this digital
- 55:31architecture. And of course, we built an entire
- 55:34economy where people pay bills by sitting in
- 55:36front of computers. And so that's, we, we need
- 55:38to figure out what that shift is. I think we
- 55:41will. I think there's a lot of fear, but I think
- 55:43we're going to figure it out. We're pretty incredible,
- 55:45pretty incredible species when we choose to be.
- 55:48Uh, and so, so my advice. And I know it doesn't
- 55:52sound like, because in a fear, when we live in
- 55:55a space of fear, we want something more protective,
- 55:57but I think nothing is going to protect you better
- 56:00than having deep, deep human relationships. with
- 56:04your kids, with your community, with the people
- 56:07who love you and the people you love. That's,
- 56:09that is the best preparation you can have for
- 56:12AI. Awesome. Well, Kunal, we want to thank you
- 56:16for all that you've given us to think about.
- 56:19And we want to just end with our, we do, do our
- 56:21lightning rounds. Just on the more personal note
- 56:25and get to know you a bit more. So we're going
- 56:27to kick that off and uh, We'll start I'll start
- 56:31right away here. And so the first question is
- 56:33what's a moment from your life? That's still
- 56:35shaved how you show up for people today I was
- 56:38in Utah with the kids coming out of lockup. We
- 56:41were we had we had been out for a week and we
- 56:45were in the desert in Utah and we had a campfire
- 56:48and we had a We had a we always had a discussion
- 56:54at the end of the day and this discussion was
- 56:57invite someone into the circle who you have hurt
- 57:01and apologize. Just talk to them, right? It can
- 57:05be an apology. It can be whatever it is, but
- 57:08bring them into the circle and talk to them.
- 57:11And in that dark, starry night in the beautiful
- 57:14desert where the fire is going and the red rocks,
- 57:16you can see reflections of flickers on the red
- 57:18rocks and the cottonwoods and the sagebrush and
- 57:21these kids bawling their eyes out. It sits with
- 57:26me. And so that's, yeah, that'll be it. What's
- 57:30a belief you've changed your mind about in the
- 57:31last couple years? Let's see that social media
- 57:38is not inherently evil I Think I've moved to
- 57:44a place of social media Well, maybe not inherently
- 57:47but the way in which it evolved over the last
- 57:50ten years is actually like is Willfully malicious
- 57:53and that is something I did not believe before
- 57:58What's the best piece of advice you ever received
- 58:00and who gave it to you? Oh man, so maybe it was
- 58:07my My former father -in -law who said life is
- 58:15too serious to take seriously and that's it Cool
- 58:20When you're not feeling on you know, what's your
- 58:25favorite way to recharge? Oh man, I live in Southern
- 58:29California. So going on a walk to the beach has
- 58:32been a great savior for me. I love climbing and.
- 58:37And I have this thing that I don't know if you've
- 58:40watched Jimmy V's speech from a long time ago.
- 58:42Jimmy Valvano coach for North Carolina State.
- 58:45He was dying of cancer and he talked about there's
- 58:47three things that you should ever do every day.
- 58:49You should laugh. You should think and you should
- 58:53cry. And so sometimes when I need a recharge.
- 58:56I do those things in that order and that's it.
- 59:01Yeah. Favorite food spot in Long Beach. Favorite
- 59:05food spot in Long Beach. Let's see man. There's
- 59:09a lot, but probably Calaveras, which is a Mexican
- 59:12spot that's in downtown. It's Taco Tuesdays.
- 59:16The Taco Tuesdays. They are probably my favorite
- 59:18thing to do in Long Beach. You're giving a big
- 59:21keynote. What's your walk up song? I've been
- 59:25asked this, it is in my mind, I don't play it
- 59:27out loud, but in my mind it's Go Go Gadget Flow
- 59:29by Lupit Fiasco. Just simply because it's got
- 59:33this hook and this rhythm that just like helps
- 59:35me bounce up to stage. So this or that, you can
- 59:38only choose one or the other. Okay, so I'll give
- 59:41you a series here and you can only choose one
- 59:44or the other for these. Early morning deep work
- 59:46or late night creative burst? I can only choose
- 59:50one. Yep. Man. That's the rules. Because the
- 59:54answer is both because they serve different purposes.
- 59:56Let's see. But if I, if I had to choose only
- 59:59one, it would be the morning. Yeah. Cause morning
- 1:00:01is like, that's when, that's when the day begins.
- 1:00:05And so it's a wake up and begin. I always say
- 1:00:09like, how you start the meeting is how the meeting
- 1:00:10is going to go. But that's sort of like a, that's
- 1:00:12an analogy for everything in life. How you start
- 1:00:15blank is how blank is going to go. And so how
- 1:00:17you start your day is the way the day is going
- 1:00:18to go. So yeah. Okay. Texting your voice notes.
- 1:00:23Texting. Sadly, although I voice in my text notes,
- 1:00:26so who knows? You're not going to like this next
- 1:00:30one. Mountain or ocean. Oh no, this one's actually
- 1:00:34easy. Yeah, mountains. I'm a snowboarder, not
- 1:00:37a surfer, and so yeah, mountains. OK. Coffee
- 1:00:40or tea? Coffee, black coffee. OK, paper and pencil
- 1:00:46or tech? Paper and pencil. All right. And then
- 1:00:54big keynote or small group workshop. Ah, hell
- 1:00:58again. They serve different purposes, right?
- 1:01:01Small groups. I, I, yeah, I like the interaction.
- 1:01:04I was, I'm a teacher, right? So yeah, small groups.
- 1:01:07So canal, before we let you go, is there anything
- 1:01:10that we can plug or promote for you, you know,
- 1:01:12that you would like to give a shout out to that
- 1:01:14you have coming up or, or, you know, and, and
- 1:01:17you have, yeah, yeah, certainly just link them
- 1:01:19in the show notes. Yeah, yeah. So if you go to
- 1:01:21my website, aiparentology .com, well, I have
- 1:01:24two websites. That's that's my parentology site.
- 1:01:25I have my newest edition of my book. Our incredible
- 1:01:30fragile moment linked there. I actually, if you're
- 1:01:33on a computer, the whole PDF is actually on my
- 1:01:35website and you can just read it. It's a little
- 1:01:38bit tedious to read as a PDF on your computer,
- 1:01:40but it's there and but it's also on Amazon, of
- 1:01:43course. And and so I've got that it's it's a
- 1:01:48three part book where. The beginning is really
- 1:01:50my third iteration of the AI parent is about
- 1:01:52parenting. But then I move into a space of sovereignty
- 1:01:56where the middle section is about, uh, what does
- 1:01:58it mean to have sovereign AI? What does it mean
- 1:02:00to have sovereignty over your digital technology?
- 1:02:02And what does that look like from any budget
- 1:02:05point in any technical kind of, uh, space? And
- 1:02:08then the last one is, uh, the, and the third
- 1:02:10section of the book is, uh, really about the
- 1:02:13human connection. It's just like, what is, what
- 1:02:15does it mean to be human? in this moment. And
- 1:02:17that's not about wondering about what is being
- 1:02:20human. It's about what does it mean to be an
- 1:02:22organic biological being when this digital world
- 1:02:25is the primary way in which we talk to one another.
- 1:02:29And so there's my book and then I generative
- 1:02:33education dot com, which is my other website.
- 1:02:34That's where I do most of my consulting work.
- 1:02:37And I'm going to be doing I'm sort of launching
- 1:02:40this. group of more advanced AI users in school
- 1:02:46leadership where I want to create cohort -based
- 1:02:48models to build out sort of what is an agentic
- 1:02:53district look like? What does agentic leadership
- 1:02:55look like in schools? And how do we imagine schools
- 1:03:00in a world where answers are no longer what we
- 1:03:05care about? Questions are everything. So what
- 1:03:08does that look like? Yeah, so thank you so much
- 1:03:13in our conversation here today and me as well.
- 1:03:16Thank you so much You guys are awesome. Good
- 1:03:19work. Thanks. All right. Take care guys. Yeah.
- 1:03:22All right Thanks for listening to integrate this
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