11/21/2025 - Google's Gemini 3 Takes the Clear AI Lead After Three Years of Competition

Transcript

1. 0:05[music] [music] I feel it.
2. 0:40in a westerly direction. This car is my train. I've been driving. I've been wondering
3. 0:55what it is I'm running from again. Feel like a gy [singing] old man. Holding on to 29. I just realized my little microphone was
4. 1:10not plugged in. Got this fancy ass microphone. You got to plug it in if you want it to work. Hello. Testing, testing, testing, testing.
5. 1:22Up ahead of trucks carrying a wide load. Preab house cut in half. Cute [music] little front door and two windows. My law
6. 1:37should laugh. >> Sorry to interrupt the concert. >> Yes. If you want to the microphone to actually turn on after you plug it in,
7. 1:51you have to change your audio settings inside of StreamYard or else it won't actually pick up the fact that you
8. 1:56turned on your new microphone. >> Yeah, let's see. >> Thank you. Microphone. Boom. >> There it is. Hello. Testing. Testing. Is
9. 2:09that good? Hello. Test. Test. Test. >> You're good. >> All right. Beautiful. Beautiful. Beautiful. Thank you. Thank you for
10. 2:16that. Um, okay. All right. Fantastic. Fantastic. There's Cam Catkin from Cleveland in the house. We got Cleveland. Well represented.
11. 2:27Fantastic. All right. There's that. >> You know, the amount of time I spent thinking she actually lived in
12. 2:34Cleveland. Like, I was trying to network with her [laughter] and you're like, I'm not actually from Cleveland. I don't
13. 2:39know why he says that. [laughter] All right. From the >> [laughter] >> I say it because it's funny. It's funny. It's comedy. [laughter]
14. 2:58[music] >> [music] [music]
15. 3:16[music] >> Woohoo!
16. 3:38Standing between you and the places in standing near you and the fire makes it clear
17. 3:56your trouble to me. >> [music] >> Rich trouble caves you'll see. [music] Leading in close. Smell of your perfume scares me most.
18. 4:15Leading away. Hey feel stronger every day. You're trouble to me.
19. 4:29Red can you see?
20. 4:59Oh, good evening, good people. Friday night, date night. Hello. Hello. Hello. Hello. Oh, we're going to go play tonight. What
21. 5:08are we going to do? We're going to play with I don't know. There's There's a lot to play with. I want to go back to Nano
22. 5:12Banana. Dig into that a little bit. Um, super fun sale. set a live goal and invite viewers to enjoy 50% off their
23. 5:21first month purchase of Madagascar vanilla beans. Fantastic. We've got the fantastic nug like the Sonic ice makers, the nugget ice makers.
24. 5:35I someone someone at Tik Tok's going to get fired because these prices are just too low. [laughter] You know what I mean? There's so just
25. 5:47click the box. You're not going to get prices like this until like an hour from now. [laughter] What am I doing with my life? What am I
26. 6:02doing with my life? It's really good. We got electric bikes. We bought four of them. We can't get rid of them. It's going to be good.
27. 6:19>> [laughter] [music]
28. 6:34[music] [music]
29. 6:52[music] [music]
30. 7:07[music] >> Heat. Heat.
31. 7:33Hey. [music] [music]
32. 7:51[music]
33. 8:12>> [music] [music] [music]
34. 8:32>> I swear, Kyle, I'm going to start collecting your characters. [laughter] Link compilation clips. That would
35. 8:39actually be a fun idea cuz I swear to God, I don't know what my characters are. Like the one I just did, the ice
36. 8:45maker one, was just like the depressed e-commerce guy. [laughter] >> [laughter] [snorts]
37. 8:59>> the overcompensating depressed e-commerce guy. [laughter] Oh man. All right. Welcome. Good day. Good day.
38. 9:10Good day. Good day. Good day. Good day. Good day. Good day. Good day. Good day. Good day. Good day. Good day. Good day.
39. 9:17Good day. Good day. Good day. Good day. Good day. Good day. Good day gay day. Good day. Depressed e-commerce guy would be a good
40. 9:26Friday night g date night host. [laughter] I'm starting to name them as you go. Well, that's good. I you know I could I
41. 9:37could uh I could audition for Saturday Night Live as the first guy over 60 that they hire. [laughter] [clears throat]
42. 9:50Oh my god. Um, what a week. Y'all have a Y'all have a week. It There was a lot. Um, when it comes to the AI stuff, it
43. 9:59was a lot. For me personally, it was a lot. Just a lot of a lot of shape-shifting I had to do this week.
44. 10:06Context switching, different different projects, different mindsets, different frameworks. Um, which is it's a lot. Um, M
45. 10:20what do y'all think? What are you excited about? What are you not excited about? What do you want to talk about?
46. 10:26What do you want to play with? And the lot is in 100 flies. Oh, cool. How?
47. 10:44I can't. There's no way for me to copy this. Ban user and delete their comments. That would be rude to Vicki.
48. 10:59What were your highlights? Your week highlights this week. Um, that's a good question, Cam. Um,
49. 11:13just go to 100flies onthewall.com. Okay, cool. Did you see the doodle art I did, Vicki, on LinkedIn? 100 flies on the wall.
50. 11:30Um, let me go the week that felt like a year. I guess I've been saying that all day. [laughter] Let me share this tab.
51. 11:46All right, we're sharing. I did. I made one, too, but not on the first try. Yeah, mine probably wasn't on the first
52. 11:55try either [laughter] to be quite honest. A lot of times I'll present stuff as if it just happened, but it's it's in a
53. 12:03longer conversation and I don't feel like talking about all the context. The week that felt like a year. The mood, dizzy, delighted, low-key
54. 12:12terrified. The globe demo that ruined everyone's productivity. Kyle kicked things off by casually dropping a small bomb. You
55. 12:20build an interactive spinning globe app in 15 minutes using Gemini 3 and AI Studio. Not a mockup, not a prototype, a
56. 12:27working app that when you drop a pin anywhere on [laughter] Earth, Nano Banana generates a historical moment and
57. 12:33a hero image for it. Yeah. Yeah. Pretty crazy. [sighs and gasps] Yeah. Nano Banana is not an image model. It's something we don't have a
58. 12:43vocabulary for. Well, the the the uh the Frontier model companies have have a name for it. It's multimodal models. Um
59. 12:53but I feel like the multimodal modalness of the models has been fairly hobbled up until um Gemini 3 and Nano Banana. [clears throat]
60. 13:08Wow, that's so cool. These are so cool. These are amazing, Vicki. Thank you for doing these. So, if you go to 100 flies on the wall,
61. 13:18what those are are those are those are nice little snippet recaps of the office hours. So, we had office hours today and
62. 13:26you know, people come in. Sometimes I show stuff. Today I showed a bunch of stuff because there was a bunch of stuff
63. 13:30to show, but a lot of times office hours are just people talking. So, there's always really good wisdom in these. So,
64. 13:37if you want to just cruise around and do a little osmosis learning, go to a 100 flies on the wall and uh yeah, it's
65. 13:44gorgeous. It's gorgeous, I tell you. Um really nice. Uh Mr. K made a Tik Tok saying he's quitting teaching to consult
66. 13:52on the district. Yeah, Teton Todd. That's he it's basically his dream job. He was hoping to get a a job above above, you know, school
67. 14:03um at the district level and he got it. And so he's basically advising on how they can not be idiots with AI. So [laughter]
68. 14:11good on him. We, you know, another minor victory for uh for one of our uh one of our community members. Actually, it's a
69. 14:20major victory. It's really cool. That's [clears throat] a big decision and very important. Mr. K. Uh yeah. Uh Mr. Caranakus,
70. 14:31I forget how to say his last name. Uh Matt. Matt K, Mr. K. Um, he was the one that that co-led the uh the education
71. 14:41guild when it was a guild with with Stacy Le. Um, Kubernauts, huh? Oh, Matt Kubernauts.
72. 14:56Oh, that's how you remember it. Oh, okay. Cool. Carabinos. Matt Carabinos. I knew it was Greek. That's Greek,
73. 15:07right? Carabinos. I think that's Greek. [laughter] Producer Brandon gave me a phonetic spelling of it that was completely wrong. [laughter]
74. 15:20That's awesome. [laughter] It's not Cubernaut. It's Carabinos. Oh, lordy. That's hilarious. Um, what were my highlights of the week?
75. 15:33was the question from Cam Katkin. Um, [sighs] [snorts]
76. 15:53there's a weird This has been coming, but but I've seen more posts on this this week than than any other time. which is
77. 16:08I think Google's Gemini 3 and Nano Banana joint launch this week um is the first time since November 30th, 2022
78. 16:23that Open AAI hasn't been in the clear lead. Like I know we've always had like benchmarks have gotten close to OpenAI,
79. 16:31slightly above it, slightly below it, but it's always in the neighborhood. Um, Gemini 3 is clearly different than anything else out
80. 16:42there. Nano Banana 2 or Pro is clearly different than anything else out there. So I think my biggest highlight from the
81. 16:52week is like I would say this is the week, what is the week? The 21st. So essentially close to 3 years to the day that chat GPT launched,
82. 17:03Google went from being effectively a laughingtock with AI to dominating, you know, at least right now in the moment,
83. 17:12right? That that that I feel like they've taken the lead for the first time in three years. And their first year and a half was was an
84. 17:19embarrassment. They were they were really bad at this AI stuff. And unlike Apple um who just basically did nothing for
85. 17:29those three years, Google was at least trying and then you know at some point in those three years they put their best
86. 17:36people on it and all of a sudden their AI investments are are starting to pay off and they put they put some product
87. 17:45people in there um like Logan Kilpatrick and people that are actually thinking about who the target audience
88. 17:52is for their products and how you find them, things like that. So anyway, National Paid Appreciation Week. Yeah, exactly.
89. 18:01Exactly. I don't know if Pate Mod's in the house tonight, but I think I think this is the first week this is the first week that if I were
90. 18:10Open AI, I'd be going like, "Fuck, [ __ ] [ __ ] We didn't think they'd come this fast. God dish. How's GPT6 coming? Buler, anyone?
91. 18:28Anyone? That Sundor Pai is really getting under my skin now. Demis Sabas, you jerk. You
92. 18:46We've got Sora. You can make cameos. You can make little clips of your friends. Could someone could someone get me a wet cloth? [laughter]
93. 19:01That's That's my Sam Alman impression this week. [laughter] Yan Lun quitting meta. Poor Sam Walman like uh uh how did they
94. 19:16catch up? Not enough vocal fry. I've got way too much energy for Sam. I got I really got to get a Sam impression. I really do.
95. 19:29Yeah. [groaning] Sam. Oh man. Dude, we hard to stretch that hypothetical money as far as Google's real money. Well, that was someone I I
96. 19:45forget who it was. one of the guys I respect today. Oh, what's his name? Uh Kyle, the English dude who's also named Kyle
97. 19:53that does AI stuff. He um he said today I thought I thought I I missed this and but it makes perfect sense. It actually
98. 20:01made me think of Pate M that um the thing that is doubly impressive about Gemini 3 being as good as it is is that it was trained
99. 20:12from what I can understand solely on TPUs. So those are Google's chips, Google's tensor processing units. Pate works on
100. 20:24optimizing TPUs. Um that's that's the work he does. And That means that they're not using Nvidia hardware. They're not using Nvidia GPUs.
101. 20:35So, you've now got um you've got a model out there that's better than anything else out there that wasn't trained on
102. 20:42Nvidia GPUs. That that I find pretty amazing. Um it's really a big Silicon Valley soap opera. It really is.
103. 20:53Side hustle. Mima had two procedures done today and I've never been happier for anesthesia. Oh, side hustle me. I
104. 21:00hope you're feeling okay or healing well. Rest this weekend. Please rest, rest, rest. And you know, sleep tonight.
105. 21:06Just use my voice as a as a sleeping aid. Take take your painkillers and just check on out. [laughter] Oh man. I'm not going to be doing
106. 21:20anything too interesting tonight. I don't think. You never know. um had an interesting conversation.
107. 21:35Oh, art gallery opening. Yeah, I can show you some art gallery stuff. [clears throat] So, I just got back.
108. 21:41Actually, Gabby Gabby called in six sick to her own art opening. [laughter] So, she's not feeling great. [clears throat]
109. 21:52So I went in herstead. Is that what you say? In herstead. That's something you would say on Bridgetton, right? Yes. Yes. Mr. Shannon
110. 22:01went to the opening in Miss Shannon'sstead. He rode the steed in herstead. [laughter] Uhhuh.
111. 22:17Uh, let's see. Where's Oh, here we go. So, here's here's some of her work. [clears throat] So, this is the show. This is the stuff
112. 22:30that I hung, we say, instead instead of her. Um, so there's that. That's a 36x 36 piece in the middle. And those are 12 x 12s on
113. 22:40the outside. And they're they're pretty cool. like they some of them have these these cool little dots
114. 22:48dots dots and stuff and they're really beautiful in person. It's kind of hard to see them here but they're they have
115. 22:55metallics and pearls in them and things like that. And then the one on the top and the bottom that's that's her co-art that
116. 23:06she's hanging with. Kelly Austin Rolo is the top and the bottom piece and that's Gabby's piece in the middle.
117. 23:14And then there's more of them looking all pretty. The medium is acrylic on canvas. Uh some of these are acrylic on
118. 23:22board, but it's acrylic paints. They don't look like acrylic paints because she does some magic [ __ ] with them to get them to flow.
119. 23:31These are big. These are 36 by 36s on the end and then 48 by 36 in the middle. Can you please hang a black bar? Shoot it.
120. 23:42Oh, by the way, Brandon told me before we came on today, producer Brandon has been producing the show for a year now.
121. 23:49He started last November. I find that absolutely remarkable. I sent some of Gabby's work to my BFF, uh, which is a watercolor. So, nice.
122. 24:01Wow. I didn't think it was acrylic. Yeah, they're acrylic. It's so hard to get work into beautiful galleries. Yeah.
123. 24:09I'm so impressed with Gabby's work. Yeah, her work's really really gorgeous. And in person, it's better. It's hard.
124. 24:15It's hard to look at this stuff online because it's uh it just flattens everything out. What What the hell
125. 24:22happened there? Oh, I see. There we go. Mr. Shannon, well hung. [laughter] For the first time in my life, I've heard that [laughter]
126. 24:43it's comedy. [laughter] And then we had some people there tonight hanging out, eating snacks. It was called Tides and
127. 24:57Typography. I've heard it said that people come into your life for a reason. Todds and typography.
128. 25:12Oh, yeah. Cool, huh? All right. I just opened a YouTube on my computer to magnify the paintings. Beautiful. Oh, that's so
129. 25:21nice. Here, Cam. I'll since you're uh since you just got it up on YouTube, let me go back to the these are the ones that are
130. 25:30there's Gabby holding one of the pieces. You can see a little of the metallic there. See how it's got like like these little
131. 25:43shimmers and things in it? And what's cool is when you when you like walk past them because it's metallics and pearls, the the the
132. 25:52color of the paintings change. She's like Wilson from Home Improvement. [laughter] This one's pretty gorgeous.
133. 26:08Very cosmos. Yeah. Nice. She's got the talent. She's got talents and skills. Talents and skills.
134. 26:35That is some magic. I can't believe she can do this with acrylic. Yeah. No, it's it's uh it's taken her years. I it like
135. 26:43figuring out all of the like the order that you have to pour them in and how you have to babysit them and how you get
136. 26:52certain colors to rise up from underneath and other colors to go down from the top. And it's crazy. She uses
137. 26:58all sorts of potions. It is. It's a lot of magic and it's a lot of babysitting [laughter] cuz when when she first started doing this
138. 27:09and she hadn't quite figured it out, she would um she would have uh a beautiful painting and then I'd go back in like an hour
139. 27:19later. I'm like, "Where's that painting?" She's like, "It's on the floor. It would just go away." So, it
140. 27:24took her a while to figure that [ __ ] out, but she got it dialed in now, boy. I'll tell you what. I'll tell you what. I'll tell you what.
141. 27:37[sighs] So, that was nice. Love the colors. Yeah, they're they're really quite beautiful. They really are.
142. 27:42They're gorgeous. They're gorgeous. I got in a nice AI tussle today with with a a a lovely young man, the son of the
143. 27:51other artist in the show, Owen. And uh he had written a paper on how AI was going to be the death of intellect
144. 28:01five years ago. And I'm like, "Yeah, no, it's not." [laughter] We had a good tussle. It was good. It was good. Your shirt is cool, Kyle.
145. 28:13Thank you. Yeah, this is a this is a cool photography. This is a Robert Graham. Um, how was the gallery? Why do you have
146. 28:21a [laughter] black eye? Yeah, exactly. He he wasn't he wasn't aggressive. He was he was he was just he was a little
147. 28:30sort of, you know, low-key, but he was definitely a low-key hater. And then his girlfriend come up came up and said,
148. 28:37"They use too much water." I'm like, "You're right. They do." [laughter] She didn't know what to do with that.
149. 28:47It's It's funny when people have arguments and they're expecting you to fight back and you don't. They don't
150. 28:51know what to do. They're like, "Uh, [laughter] where do I go from here?" They t they tend to just walk away. [laughter]
151. 29:01He talked to the wrong person. Well, I hope he talked to the right person. And I, you know, what I was telling him was,
152. 29:07you know, for every trope and argument that he had, I'm like, like, have you used it? Like, let me tell you some
153. 29:14stories. Like, that's the thing is like, I don't have to argue about AI, right? I don't have to argue that AI is
154. 29:22good or bad. Like, AI is neither. AI is just a thing. But what I get to argue is I get to witness people in in this community
155. 29:34changing their lives. And I've got very specific stories. And when people hear that, they're like, "Oh, I huh yeah. Oh,
156. 29:41I mean, of course it could be good like that. Well, if you treat it like that, it'll be good, but all the other people
157. 29:47it's going to be horrible for." And then at one point he goes he he goes, "I agree with what you're how you're saying
158. 29:54people should interact with AI, but how do you train up people to do that?" And I said, "That's why I started this community." [laughter]
159. 30:08He was like, "A well, good luck with that [laughter] little whipper snapper." It was good. [laughter] Why? Why is it that I'm [ __ ] 60 and
160. 30:18the 21year-old is like, "Technology is bad. Get off my lawn, you you old fuck." Why am I the one going woohoo AI good? [sighs]
161. 30:34We're Everything is [ __ ] weird. Everything is twisted and upside down. We are in an upside down world. The young people should be [ __ ]
162. 30:43everything up. If ever there was a technology that was the [ __ ] things up technology that is what the youth is supposed to do, it's AI.
163. 30:54Why is it us? Just cuz we're bitter and we've been hanging out for three or four decades waiting for this moment. All right,
164. 31:02we'll take it. We'll step in. But we're tired, man. We should be on the porch going, "Get off my lawn, you flipping kids with your
165. 31:14stupid AI. Robots are going to kill us." It's them saying that. What happened? Where are the rebels? [laughter]
166. 31:28Joy Party, you missed Mrs. Shannon's art. I'll put it back up. I'll put it back up for you, Joy Party.
167. 31:48>> [sighs] >> Wow, I can't get wicked songs out of my head. It's driving me crazy. And about the time I forget it, there's Cynthia or
168. 32:02Cynthia Arivo or Ariana Grande on another talk show singing or crying. I've heard it said, "Make it stop. [laughter] Please make it
169. 32:18stop. Please make it stop. Please." [laughter] My wife [ __ ] down the aisle to that song. [laughter]
170. 32:35Our skull closets are bursting with ideas. Kyle Alpha Shannon. Exactly. [laughter] Oh my god.
171. 32:50And it's just that song. It's for good. I and and it's just the first two lines. Gabby said the other night, she goes,
172. 32:59"You have to learn more lines to [laughter] that." I'm like, "I know." Then I would [laughter] say, "I've heard it said."
173. 33:20[laughter] Oh, good lord. All right, here. Let's edit this. This is driving me crazy how crooked this is. Let's Let's get a
174. 33:30little OCD together, shall we? [laughter] D
175. 34:01I have been changed [singing] for good. There you go. That's those pitches.
176. 34:16Aren't they Aren't they pretty? Aren't they pretty? Joy Pury. Oh, I was talking about Joy Pretty tonight with this this young little get
177. 34:26off my lawn 21-year-old. AI is evil. AI is evil. I'm like, tell that to flipping woman that's transforming her life right now.
178. 34:36She's had stories trapped in her head her whole [ __ ] life. Now she's able to get them out. You tell me that's a
179. 34:41bad thing there, you little punk. [laughter] I've never heard that song in my life except when Kyle sings it. I am so sorry
180. 34:55that you didn't hear Cynthia Revo sing it first. Well, I I guess the good news, Vicki, is it only gets better from here. [laughter]
181. 35:05I'm a little punchy tonight. I really am. Um, all right. What are we going to do? We should go do something, shouldn't we? Uhhuh. [laughter]
182. 35:21Hey, people. Okay. [clears throat] Fractious Friday. Um
183. 35:42trying to think what's going to be interesting.
184. 35:56Let's do Tik Tok pin. Kyle, now you can make a nulling of your wife's work and make a shirt from it. Oh, that'd be kind
185. 36:04of cool. Kyle, why do you think Gemini Pro is in in the lead this week? Um,
186. 36:22other than semi-trolling Elon Musk, Sam Alman tends not to give props to other Frontier model companies.
187. 36:34And he did this week. He was basically like, "Nice model, Google. Um, I heard a couple of rumors today that internally at OpenAI, um,
188. 36:50they're not in a panic, but they're like they're clearly on their heels. Um, you got people like David Shapiro who I
189. 37:02respect a lot talking about the fact that he feels like OpenAI has lost their way at about the same time where Google
190. 37:10has found their focus, right? Google for for a year and a half was was just it it was like they were spinning up
191. 37:19projects and they were announcing a bunch of stuff but not shipping it. And so they they got like a really bad reputation for bad models.
192. 37:29Um confusing where the models were, like you couldn't find them. And then even worse than that was they would announce
193. 37:35[ __ ] that they would just never ship. Um and in the past year and a half, like in the year and a half since then, they've
194. 37:42started shipping [ __ ] And it's like all of the seeds that they planted in that first year and a half are now starting
195. 37:47to starting to sprout and turn into to really interesting things. So, I think for me it's a combination of a couple of things. The um
196. 37:56I don't know if we can find that chart. Maybe you can find that chart um Brandon with the with Google so far ahead.
197. 38:02Gemini so far ahead of the other models, but but Gemini 3 is just it's really something different um just in terms of its quality of of uh
198. 38:14of what it can do and its reasoning is really good. And then on top of that, the nano banana piece of it, the image
199. 38:22generation piece of it combined with the reasoning turns it into a visual reasoning engine, which we've we've
200. 38:29never had. Um, and that to me feels different. Um, look at this one chart. And I don't know if you'll be able to
201. 38:36see this cam, so I'll try to zoom in on it. Um, [clears throat] let me share this.
202. 38:51Why can I not share this? See, I can't get it out of my [ __ ] head. All right, this chart.
203. 39:08So this is cost per task and then on the on the left hand side is quality, right? So cost and quality. Um
204. 39:22so you see all these clusters down here like 03 mini high, remember when 03 mini high came out? Like it's that little
205. 39:31blue triangle right there. It's like buried. Um, GPT5 high is there. So, it's above these other things, but it's
206. 39:41there. This is Claude Sonnet 4.5, which everyone was talking about as amazing. Here's Gro 4. Everyone was talking about
207. 39:49as amazing. Here's GPT5 Pro. Everyone was talking about amazing. Um, and then if you look way out here is Gemini 3 Pro
208. 40:05and then and then way way out here is Gemini 3 Deepthink preview which I think you can get to in the uh in the
209. 40:16development side on the API side. So it's just clear these are clearly in a different neighborhood of than all the
210. 40:25other models, right? And and chat GPT was pretty much has always been in the lead, right? It's always been in the
211. 40:32lead and the other ones kind of catch up and you know like they they leaprog each other a bit, but it was never
212. 40:39significantly different and Gemini 3 is significantly different. So unless chat GPT responds with something
213. 40:53in this neighborhood, which I I'm not hearing buzz that they will. I heard that they might drop GPT6 before the end
214. 40:59of the year, but I [snorts] don't know if it's going to be this much better. Um I don't know. I don't know. We'll see.
215. 41:11We'll see. I mean, with all these things, again, it doesn't it doesn't really matter that like this is just
216. 41:18going to keep going and climbing and climbing and making predictions about who's going to be on top five years from
217. 41:25now is is kind of pointless, but it it will consolidate down to three big names like it always does. Tik Tok question is
218. 41:33visual region reasoning like judging a book by its cover. Um, kind of. And visual reasoning is things like take a
219. 41:43bunch of torn up pieces of paper and have the system rearrange them, right? Like we can do that. Like our
220. 41:51brains work like that. Computers have historically had a tough time doing that. Or the thing that I showed last night.
221. 42:01Oh, I can show you a new version of that. Pop pop pop. Uh where did I do that? I did that in Gemini, right? >> [snorts]
222. 42:19>> Don't down.
223. 42:39So, I don't know if you saw this last night. Oh, I'm not sharing this. Um, this is I this is an updated version
224. 42:48of a graphic that I showed last night. Um, where [cough and clears throat] I uploaded this script of my musical.
225. 43:01Why is that? Oh, I know. I see what's going on. I uploaded this script of my musical and I had Gemini create an infographic of of the plot
226. 43:15and it nailed it, right? It starts out at the beginning. It goes to the tech team trying to get the safety
227. 43:25testing done. It goes to the reporter asking for the story. Goes through the launch of Ping Chat. There's this really
228. 43:32cool well there's a cool moment structurally where the story splits into two and it's kind of this back and forth
229. 43:39between looking at Tara the the reporter's wife and Sydney and his relationship with both of them. It's
230. 43:47this parallel thing. It figured out that this was a parallel structure, [laughter] right? So, it's not just making pretty
231. 43:56pictures. Like, it read an entire play and it created an infographic complete with song titles. Like, these are the
232. 44:04actual song titles from the musical in the correct places. And it it nailed act two as well. So when I say visual reasoning th this is
233. 44:22when you put a prompt in it's not generating an image. When you put a prompt in what it's doing is it's
234. 44:29running a large language model reasoning pass right? You know how when you watch reasoning engines and they they're like
235. 44:36well the user asked for this and therefore I'm going to do this and therefore I'm going to do this and therefore I'm going to do that. It's
236. 44:42doing that all before it gives anything to the to the image engine. So I assume what's happening here is
237. 44:50it's doing all that reasoning. It then writes up this massive detailed prompt about exactly what needs to be in the image model and then the
238. 45:00image model just makes it. So crazy, right? My organic chemist friend saw this in the infographic. Sent her
239. 45:11imagination. Spinning for molecule. Oh, I saw a cool one. Let's Let's go do one. Let's go do one. I I saw a cool one from
240. 45:19I think it was Nate Nate B. Jones did one that I thought was brilliant. And so we'll go do it, too. We'll go steal
241. 45:30We'll go steal Nate's idea. So, what I'm going to say is I'm going to say, um, I want an infographic
242. 45:45[snorts] in isometric Lego style that describes
243. 46:05the process of quantum entanglement. And I'm going to go create images. Wait,
244. 46:20what are those new things? What did I just see? Visual layout. Is that new?
245. 46:34Okay, that wasn't there last night. There's deep think. So deep think, that's the one that's like way off to
246. 46:42the [ __ ] races. All right, so anyway, so we're just going to make a banana. We're going to make a banana image. So
247. 46:49we're in thinking mode, thinking pro. And so we're going to do an isometric Lego description of quantum entanglement. Um
248. 47:04be detailed in the process, explanations, explanations, visual metaphors,
249. 47:18etc. So now if you think about this
250. 47:32you need to understand quantum physics. You you need to understand what quantum entanglement is. You need to be able to
251. 47:41describe that. You need to be able to figure out what are the components of that that if you were going to put it
252. 47:46into a single image would be the most important things to put in that image in what order. You need to write that copy.
253. 47:56You need to come up with visualizations and metaphors for all of that stuff. Then you need to be good enough with
254. 48:03isometric illustration or with building Legos [laughter] that you could build that thing. Oh, this this this is quantum
255. 48:14entanglement was too easy, I think. And this doesn't quite look like Legos. It sort of looks like Legos. Creation
256. 48:23and superp position. Particles created together in a shared undefined state like two spinning coins. Neither heads
257. 48:31nor tails yet. Quantum source superposition state. The non-local link can be separated by vast distances. is
258. 48:42the entanglement bridge connects their fates instantaneously exceeding light speed limits for influence. Right? So that bridge between
259. 48:54superp position coin one and the one on the other side spin down and spin up measurement. The measurement on once
260. 49:09measuring one particle state instantly collapses its superp position into a definite outcome. Spin down or spin up.
261. 49:18Instant correlation. Bob. The distant partner state is immediately determined to be perfectly correlated. Eg opposite spin regardless of the
262. 49:30distance. So that's not super Legoy. It's got a little Lego thing there. Um, so let's ask it rather than us trying to figure
263. 49:40this out. Let's go. Um, what would be a more complicated physics concept where you could build
264. 49:56a really complicated uh, Lego uh, structure [snorts] to explain saying it um this current
265. 50:14example isn't very Lego like [clears throat]
266. 50:32irregulars at your convenience. Oh boy. Uh, [sighs]
267. 50:47[whistles] [snorts] what's that? The [ __ ] is that? [laughter] The [ __ ] did it just make?
268. 51:03Um, I'm not sure. Let's see. I'm not sure what you made. And this is photographic.
269. 51:18I wanted an isometric illustration of a Lego construction with labels.
270. 51:33Let's see what that does.
271. 51:49A quantum disentanglement machine.
272. 52:09The standard model and Higs field, the lepton field, the Bzon field, the Higs field,
273. 52:24the quark field. The Higsfield mechanism, the mass generator. Oops.
274. 52:40The Higs Bzon detector. Wow. Um, I have an idea. Do tell Kyle. We're going to go AI Studio.
275. 52:55google.com and I'm going to go over here and I'm going to go to build. Am I in build right now? Build. We're going to go to build
276. 53:04[cough and clears throat] and I'm going to say um I want to be able to upload a photograph
277. 53:19and have the system convert that into A Lego
278. 53:37like a Lego what sculpture? A Lego assembly that looks like the core subject.
279. 53:56Good lord. subject of the image.
280. 54:12I then want to be able um to build the model
281. 54:26with stepbystep instructions. I think I saw one someone build this. So, basically what we're going to do is
282. 54:37we're going to try to get this to create a 3D model thing that you upload a photo, it analyzes the photo, figures
283. 54:46out the math how to turn that into a Lego construction, and then let you build it. All right, I'm a lay person. Quantum physics will
284. 54:57turn our world upside down. I want to take a timeline of our family life over a hundred years as a wallpaper. Oh, I'll show you something
285. 55:10cool I made with Nano Banana today that you could do for every [ __ ] meeting you're in. This is really cool. All
286. 55:16right, let's start this thing building. All right, so this is going to go build us a Lego maker thing. Um, we'll come
287. 55:23back to that. So, I'm going to go back to Gemini now. Gemini.google.com.
288. 55:39Can't get this [ __ ] song out of my head. It's a [ __ ] torture. [laughter] Have you ever had the ADHD? Have you
289. 55:55ever had it? No. It's more It's good. It's good. It's exciting for us. We like it. Except the with the song thing. The
290. 56:06song thing. It's uh what do they call that? Um uh there's a word for it. It's coming to me. Uh insanity
291. 56:22doodle. Uh must be in the other account. It's in the other account. You big dum dum dum dum dum dum dum. It's in the other account. Yeah.
292. 56:39Oh, this was a cool thing I did. I think I showed that though. Is this the one? Yeah. Okay. So, I went So, today we had a Google or we had a
293. 56:55content evolution collab meeting. And um what were we talking about? Well, we were talking about nano banana. We were
294. 57:09talking about it as a visual reasoning engine. We were talking about what the [ __ ] that even means. I don't know if
295. 57:14that's the correct term, by the way. Don't Well, you can quote me on that. I'm calling it a visual reasoning
296. 57:22engine. Um I think Google might just call it a multimodal model. Um, but it but people are talking about
297. 57:30it like it's a pretty picture maker. It's it's not it's way more than that. So anyway, so we had this meeting and you know, you
298. 57:37get back your transcripts for the meeting and Google's got them all snapshotted there, but you still got to [ __ ] read them,
299. 57:44right? And if you got ADD and you have a song from Wicked stuck in your head, you're not reading [ __ ]
300. 57:51You're just seeing Cynthia Revo in your head going [laughter] over and over and over and over. So, you
301. 57:57can't read. Have you tried to read with her in your head singing that two lines of that song? No, you haven't. Lucky.
302. 58:09So, I took the transcript, the full raw transcript of the meeting. You really need to see someone. Oh, I really need
303. 58:17to see a regular. Oh, no. Okay, I'll go over. Um, so I took the the the raw transcript of that meeting and then I I put Here's my prompt.
304. 58:27Do I have the prompt? Oh, no, I lost my prompt. Here's its response. Um, I'm aiming for
305. 58:42a visual note takingaking style like a doodle artist to create an infographic. I don't know if you've ever been in a
306. 58:49high-end so a lot of times in in like if you work with Deote or you know one of the big consulting companies and you do
307. 58:57a high-end brainstorming SE session you know the ones that cost like 200 grand for a two-day session or whatever they
308. 59:05usually bring in a doodle artist and it's someone who will on a giant board doodle what people are talking about. So
309. 59:13as concepts are coming up they're drawing things. So, I did a prompt that said, "I want you to act as a doodle
310. 59:20artist that was in this meeting." A graphic recorder. Is that what they're called? Okay, cool. But anyway, here's what it made.
311. 59:31I mean, this is what those things [ __ ] look like. And this is It's right. It's right. It started out with
312. 59:38Cindy [ __ ] talking about the Tony Robbins thing. Felt like it had grifter energy, which I thought was [ __ ]
313. 59:43hilarious. Um, she talked about Sabrina Sabrina Romangh being the exception that did a really good, you know, session in
314. 59:51the midst of a bunch of infomercial [ __ ] We talked about a branding update for a product that we're making.
315. 59:57We talked about habits versus practices. Um, we talked about world models. We talked about an AI economic bubble. We
316. 1:00:04talked about philosophy and Bnee Brown. Um, and then I started demoing [ __ ] chat GPT group chat the Gemini vibe
317. 1:00:14coding thing where I vibe coded the globe and then we started talking about nano banana and I showed three examples
318. 1:00:20so here's like accurate fly tying steps like that was the first thing I showed and then a 1977 classroom with TRS 80
319. 1:00:28computers on the desks and then the musical script that got turned into an accurate plot journey map and then look at this in the bottom
320. 1:00:37corner happy Thanksgiving see you in December that's exactly what one of these artists would do. I mean, that's insane.
321. 1:00:50This is not just making pretty pictures. This is reasoning visually. [laughter] It's a visual reasoning engine, right?
322. 1:01:01This is like the videos that have the person doing the Sharpie illustrations. Yeah. And I mean, you could turn this into an
323. 1:01:09animation where you had one of those hands drawing it. You need to get to this first, though. You need to start
324. 1:01:13with the drawing. Well, now you can just do this. This is a single prompt. You could do this for every meeting. Can
325. 1:01:22you imagine if your job is to is to send notes from the meeting where you not only send the notes, but you send one of these.
326. 1:01:33And let's say no one knows who you are in your company. And your job is literally you're like the scribe. They're like, "Don't talk in
327. 1:01:41our meetings. Only the important people are talking." And you're like, "Okay." And I don't know why you talk like that.
328. 1:01:49You shouldn't. You should have more confidence. You're like, "All right, I won't say anything. I'll just take notes, right?"
329. 1:01:59And then imagine you take notes. You secretly throw them into Chad GBT to make sense of them. >> [laughter]
330. 1:02:08>> And then you go to Nano Banana and you make one of these. And you send this to the big [ __ ] boss. You know what the
331. 1:02:14big [ __ ] boss is going to do? How'd you do this? Oh, I just know more than you. I knew which tool to use. Well,
332. 1:02:23this is really remarkable. Can you do more of these? I could if I was allowed to talk in meetings, for example. [laughter]
333. 1:02:32And then the boss will be like, "All right. Yeah, you you should probably come to more meetings. You're going to get [ __ ] promoted.
334. 1:02:41Crib your notes, right? Crazy. And then look at this. Look at this. What else I did? Oh, that was a cool one, too.
335. 1:02:57>> [sighs] >> So, in one of my talks I gave, I talk about this classroom in 1977, my my advanced math class in seventh grade
336. 1:03:07in 1977. And I walked in and on every single desk was a RadioShack TRS80 computer. And so I asked Nano Banana to make that and it
337. 1:03:19did, but it it used the wrong model of TRS80. So then I went and I got this picture That was the model that was on all the
338. 1:03:28desks. Look how that look how [ __ ] sexy that was. In 1977, I walked into a classroom full of those bad boys. They were all glowing. All
339. 1:03:40their screens were on. And so one prompt later, I have the classroom. Look at this. These are these are that
340. 1:03:53computer and Aski art on every screen says welcome to the future. And on this one on on the front computer I said show
341. 1:04:01the basic programming language that has the code for the ASI art. Yeah. The the the dual the dual 5 and
342. 1:04:09a/4 inch floppies built into the case. Look at this. Look at the [ __ ] for micica desks that we had in 1977. And
343. 1:04:20the and that [ __ ] that [ __ ] 1960s Fallout shelter plastic ceramic tile floor [ __ ] That was gross. And the plastic chairs.
344. 1:04:35Then I And then I said and I I did one more prompt. I said, "Make it a wide image." [laughter] So So there's the wide image. Look at this.
345. 1:04:51That's visual reasoning. The keyboard must feel fantastic to type with. It was a good keyboard. It was a really good keyboard. That was
346. 1:05:05a cool machine. The Radio Shack TRS80 dual five and a quarter floppies all in a single exposure in enclosure. just bonkers.
347. 1:05:20All right, let's go see if we have a an app. Where? Where is it?
348. 1:05:40Ah, here. Brickify.ai. We're going to go full screen. Okay. Upload. Upload any photo. Our AI architect will
349. 1:05:55analyze it and generate step-by-step assembly instructions for a custom microscale set. I don't know what a microscale set is.
350. 1:06:38All right, let's upload that image. Analyzing structure. Oh, this says built with Gemini 2.5
351. 1:06:52flash. So, I don't think I had the right I didn't have 3.0. We're going to go back. If let's see if this works. I'm going to assume it's not
352. 1:07:03going to work. >> [laughter] >> 4x gray 1x1 bricks 2x brown. [snorts]
353. 1:07:21Oh, parts needed for this step. The voodoo wanderer. Start over. Okay, that was bad.
354. 1:07:37back to start. This did say Gemini 3 Pro preview, didn't it? Yeah, it did. Um, I want
355. 1:08:02Oh, yours did that, too. It labeled it wrong. Okay. [clears throat] Um, >> no, it didn't label it wrong, Kyle. It
356. 1:08:11it it is sneaky. Uh, I think I don't know if it's throttling or if they just haven't updated it, but unless you
357. 1:08:17prompt it to use Gemini 3.0 Pro Preview, it will use gener 3.0 preview to build the app, but it'll code the app to use
358. 1:08:272.5. Like, it doesn't know to tell the app to use 3.0 in production. >> I know that those words formed a sentence. [laughter]
359. 1:08:43You have to tell it in your prompt that you want it to use 3.0. Otherwise, it'll default to using 2.5 in the application itself.
360. 1:08:52>> Weird. Okay. I want you to use Gemini 3 Pro Preview to create a
361. 1:09:08Lego um object designer where I upload a photo,
362. 1:09:28then the app shows me a 3D Lego model of the object. object.
363. 1:09:43We'll put an S behind it from that photo. And then I can
364. 1:10:00use a slider to deconstruct the object and get step
365. 1:10:16by step instructions. That's not how you spell upload or deconstruct. I no longer accept that typos are relevant. I They've
366. 1:10:31always not been relevant, but they it's a pet peeve of mine, but I don't believe that anymore cuz it'll figure it out. And for me to
367. 1:10:42go back and fix those three words for you OCD people, weirdos, [laughter] we're not weird. We're irregular. I know.
368. 1:10:54Doesn't mean you're not a weirdo. Okay. Both. And it's the genius of and. You can be a regular and weird. Anyway, that's not the point.
369. 1:11:08I'm not fixing the typos. >> [laughter] >> But it means a lot to us. [laughter] Y'all are cute and weird. Exactly.
370. 1:11:23Exactly. All right. It's quiet over there on Tik Tok. Are you Are you all on Tik Tok? You're all right. Irregulars while this builds.
371. 1:11:36Yes. Let's go to irregulars. regulars. [laughter] I've heard it said
372. 1:11:54see I would have made a good alphaba [laughter] or Glenda. Galinda, the gull, the gull is silent. [laughter]
373. 1:12:08Ah, that's pretty good. That's solid. That's solid. We'll be one hour late. I hope y'all got that. [laughter] All right.
374. 1:12:35>> [whistles] [whistles]
375. 1:12:49>> Oh, I'm not sharing this. Here's your tab. >> [whistles]
376. 1:13:07[whistles] >> The Lego viewer. Here's our Lego viewer code. Stud radius, stud height, unit size, brick height, plate height.
377. 1:13:21Amazing. Yeah, I guess I guess Legos are so consistent and they've been around for so long, this is probably relatively
378. 1:13:35trivial for it to build. So when I was 1 hour late, I was actually on time. Yes, correct, Cam Katkin. I was an hour late. If you were
379. 1:13:44an hour late, you and I got here right around the same time. >> [clears throat] >> Add lightning fast real-time responses
380. 1:13:56to your app using 2.5 flashlight fixes in Typescript error where the key prop was being res rejected on the brick
381. 1:14:063D component and fixes a react hook rules violation. You know, one of the things that I hate are React rules
382. 1:14:15violations. All right, let's go full screen. Oh, this is cool. Upload photo. Great.
383. 1:14:30[whistles] [whistles] We could do Champ. Champ's head.
384. 1:14:45Let's try Champ's head. We'll see what that does. Analyzing. Turn reality into bricks. Upload a photo to see the magic happen.
385. 1:14:58Well, they got to display the photo. What is brickbuilder.ai? This is the app that I'm building. I just I saw someone say they built one
386. 1:15:12of these things and it was cool. So, I'm trying to build I'm trying to vibe code it. You upload a photo and it turns it
387. 1:15:18into a Lego object, a Lego sculpture, and then shows you how to build it. Gemini is analyzing your object. I don't
388. 1:15:28see my photo. So, this giving me no visual feedback other than a spinning [ __ ] wheel. I don't like it, people. I don't like it one bit.
389. 1:15:50Oh, what happened? There's sort of a dog face. Look, there's Champy. [laughter] It made Champy. It worked.
390. 1:16:07That's very cute. [laughter] It's Champy's face on a on a big globe and it has steps. Step one. So, wait, if
391. 1:16:20I go back Oh, yeah. Look at that. Unbelievable. Holy [ __ ] When Gemini got stuck on my last app, I asked it to show me what it was doing,
392. 1:16:34and it did. Blown away. This is amazing. That's crazy.
393. 1:16:5078 bricks. [laughter] That's so good. Okay. So, wait. Let's go back and then we'll say um Okay. So we'll say this is okay
394. 1:17:05but you never showed showed the uploaded photo. You also
395. 1:17:20have a really boring progress indicator
396. 1:17:35that is a circle. But imagine a progress animation that is Legos being built.
397. 1:17:53Um well, let's just do those two things.
398. 1:18:08All right. And the the interface is for horseshit. Do you need to give
399. 1:18:25Yeah. Yeah. It should also have a a Lego brick inventory, shouldn't it? Cuz it knows. I I mean, but honest to God, not for nothing people,
400. 1:18:40that thing just took an image that was really not a perfect image for this kind of thing. Like it it was a disembodied
401. 1:18:49dog head on a on a disco globe and it turned it into a 3D Lego object that I could spin around and it had a
402. 1:18:59slider where I could deconstruct it. That's pretty crazy. [laughter] That's pretty [ __ ] crazy. Looks like a lemur does.
403. 1:19:16I will add state to track the uploaded image URL. Pass it to the controls component. I replace the generic loading
404. 1:19:22spinner with a Lego loader component. analyzing one error.
405. 1:19:40Are we having fun tonight? Hey, I was wondering. Yeah. Hey, listen. I was wondering. Are you having fun tonight?
406. 1:19:50Are you having fun? You having fun? No. Yeah. No. May maybe your favorite part of the night was the nachos.
407. 1:20:01Okay. No, that's that's totally fair. I think that's apparently you make very excellent nachos. [laughter]
408. 1:20:09I don't feel less than. I don't feel less than. Why would I feel less than? That's not My nachos got cold. [laughter]
409. 1:20:20Okay, we're going to upload a photo here. Let's see. All right, we'll do her. See, I don't have any good objects, do I?
410. 1:20:31Oh, we can do mini figs. Maybe this will figure out mini figs. Oh, look. Look. We have a much more creative
411. 1:20:39progress bar now, don't we? And it says constructing. And there's our picture preview. I opted for sushi. That's pretty cool.
412. 1:20:49Oh, are you building along? This is cool. I want nachos now. I know. I I always talk about nachos and hot
413. 1:20:56pockets. I have never had nachos or hot pockets here on the live. Like like this is crazy, man. I just talked this thing into existence. I
414. 1:21:11still don't I don't know, man. I hope there's someone in here goes, "Oh, that's just a relatively uh
415. 1:21:25straightforward uh NodeJS 3D uh object. There's there's nothing really interesting going on here technically.
416. 1:21:33Uh you know, if if you know what I'm saying, you know, how do I There we go. [laughter]
417. 1:21:47Well, it's got a little disembodied banana there, [laughter] but still. Oh, you can't you can't pan the photo.
418. 1:21:58So, doesn't display the whole photo, but like there's there's this cyber glasses and it's 13 steps, you know? So, there's there's some work
419. 1:22:11to do there. You got to tell it it's got to have some some basis in reality. Like, you know, floating objects,
420. 1:22:18objects floating in space are not okay. [laughter] Look at this [ __ ] VR goggles. That's pretty cool. [laughter]
421. 1:22:36[clears throat] Oh, you know what else I should be able to do? I should be able to add a a prompt to this where I can fix it. Like
422. 1:22:47I could say, you know, turn these other people into mini figs and have him on like a banana foundation, a banana pad, right?
423. 1:23:02All right, there you have it, people. That's it. That's it. I give up. I think that was pretty good. I mean, for two prompts,
424. 1:23:15having a functioning thing that interprets a photo, designs and builds a 3D Lego dude that you can then deconstruct. And then Andy
425. 1:23:27and And what's his name? Brandon, producer Brandon, his idea, put in like an inventory list. Crazy. Crazy. The other thing you could do with
426. 1:23:40this is you could Oh, you know what would be cool to add to this is a is a complexity slider, right? Like this one is a relatively
427. 1:23:49simple one. It's only using 29 bricks, but you could say use up to 500 bricks and it would make a really detailed Lego
428. 1:23:57model. That would be pretty cool. Okay. Um, if you haven't done it, go to aifestivous.com. AI festivist feign
429. 1:24:16up. Sign up. and then and block out December 26th and de December 27th. Tell your family they're either going to hang
430. 1:24:25out with you and learn about AI or you're going to go do a work thing without them. Okay? You're going to come hang with hang out with us.
431. 1:24:33So that's then also if you have not joined the AI salon mastermind, what the [ __ ] are you doing? Come on, get with it. [laughter]
432. 1:24:44I know I should be zen because we're talking about designing a daily AI practice, a practice around AI. Um,
433. 1:24:53it's a really powerful process so far. Like, it's already changing how I'm working. Um, and you should join it. And
434. 1:24:59so, from now through the end of the year, it's just 20 bucks a month. January 1st, that goes up to 47 bucks a
435. 1:25:06month. So, now's a good time to do it. Every Thursday at noon Eastern is the mastermind practice lab where we get
436. 1:25:14together and work on designing our practices. Okay. Um weekend homework. If you have not vibe coded something, I
437. 1:25:22want you to vibe code something in either Lovable or in Gemini. And how you get to the Gemini vibecoder thing is you go to um a
438. 1:25:32studio.google.com/app google.comappsapps and that will take you to the vibe coding builder where I just built this thing.
439. 1:25:46I want you to build an app this weekend and then I want you playing with nano banana. I want and I want you throwing
440. 1:25:55complicated [ __ ] at it. Like upload upload a spreadsheet and tell it to make you an infographic about
441. 1:26:06the data in that spreadsheet. Or upload a video and tell it to analyze the frames of the video. not the dialogue,
442. 1:26:14not the transcript, but the frames of the video and have it make you an infographic that synopsizes the visual components of
443. 1:26:25the video. Something wild and weird. Do something weird with image generation that should not be possible
444. 1:26:36because it is now. But we don't, none of us know what that means to be able to have a thing that can think about
445. 1:26:46the image it's about to construct and then construct it. It's weird. All right, so that's your weekend homework. Gemini
446. 1:27:01vibe coding in Gemini making images in nano banana. And I'll give you an option. You could also just go to Notebook LM.
447. 1:27:11They just added um infographics and slidemakers to notebook LM using this new nano banana thing. All right. Beautiful Tik Tok pin. Hey
448. 1:27:25Kyle, you were right. My Armenian poet keeps sending me poems for Sunno. Yeah, I think you [laughter] I think I think
449. 1:27:33your Armenian poet digs it. Okay, Dr. Jay, here's the next here's the next uh here's the next evolution of that project. Turn that into um
450. 1:27:49like a Spotify album and and and like get some press about it, get some visibility for it. And then and then maybe what you even do is do
451. 1:27:59like a you know what would be fun to do, Dr. J is a uh a video contest where where people um make videos of those songs and you do
452. 1:28:12it as a contest so you get a bunch in a row and then basically because you know what you could vibe code up. This would
453. 1:28:18be great. You get all the songs on Spotify and then you do a video contest where people can go adopt a song, adopt
454. 1:28:26a poem, adopt a song, right? And if I adopt the thing, then I'm then I've got to go make a video of that thing. So I I
455. 1:28:33basically check it out of the library. No one else can make a video until I upload my video to it. I like lock it
456. 1:28:40and you give people three days to make it or something like that. That'd be kind of cool. Can you give me the URL
457. 1:28:45for the Vibe Coding with Gemini? Yes. Um aistudio.google.com google.com and then you can kick click on the build
458. 1:28:57tab or you can just do slashapps aps aistudio.google.comapps. Also you can just do ai.dev. That might be the easier way.
459. 1:29:13Just type in ai.dev. ai.dev dev takes you to the the builder. Much easier. AI.dev. Thanks, Vicki.
460. 1:29:30Much easier. But that's your homework. Go build some [ __ ] Go experience what the difference in these models is if you vibe coded before.
461. 1:29:41like just the level of sophistication of what's being built with Gemini 3 versus what what has been built historically
462. 1:29:49with anything I've done. It's just of a different level. Um, we should all experience that. All right. Beautiful, beautiful, beautiful,
463. 1:30:00beautiful, beautiful, beautiful people. Beautiful. Have a fantastic weekend. Have a fantastic weekend everybody.
464. 1:30:11You know, there's two ways you could do this weekend thing. You could have an all right weekend. You could have a mildly depressing weekend.
465. 1:30:22You could have a weekend where, I don't know, didn't do anything. Or you could have a fantastic weekend.
466. 1:30:29That's a choice you get to make. Okay. All right. Have a fantastic weekend. I don't know what that character was. All right. later. Bye.