WEBVTT - UL NO. 427: AI's Predictable Future 0:00:22.363 --> 0:00:25.633 Welcome to Unsupervised Learning, a security, AI and meaning focused 0:00:25.633 --> 0:00:28.513 podcast that looks at how best to thrive as humans 0:00:28.513 --> 0:00:32.713 in a post AI world. It combines original ideas, analysis, 0:00:32.713 --> 0:00:35.953 and mental models to bring not just the news, but 0:00:35.953 --> 0:00:43.093 why it matters and how to respond. All right. So 0:00:43.093 --> 0:00:46.123 the first thing for this week is I finally turned 0:00:46.123 --> 0:00:50.713 my 9000 word I predictions essay into an actual video. 0:00:50.713 --> 0:00:53.263 So if you click on this thing all right I'm 0:00:53.263 --> 0:00:55.333 going to try to do something crazy right now I'm 0:00:55.333 --> 0:00:59.653 going to try. This is the whole video I go through. 0:00:59.653 --> 0:01:01.123 I thought it was going to be like 30 minutes. 0:01:01.123 --> 0:01:03.283 I'm like, knows what we want because it has all 0:01:03.283 --> 0:01:06.013 the prefaces in, it knows our journal, it knows all 0:01:06.013 --> 0:01:08.473 the stuff that we plus like two hours of editing, 0:01:08.473 --> 0:01:11.323 which I never should have done. But anyway, it is 0:01:11.323 --> 0:01:15.793 a full walkthrough of the illustrated essay, and I even 0:01:15.793 --> 0:01:20.803 give a lot more sort of expansion narration on top 0:01:20.803 --> 0:01:23.173 of the text that's in the essay, so it's quite good, 0:01:23.173 --> 0:01:25.093 if I do say so myself. I've had a lot 0:01:25.093 --> 0:01:27.763 of people say they enjoyed it, so I would say, 0:01:27.763 --> 0:01:30.763 go check that out. It gets me excited to even 0:01:30.763 --> 0:01:33.523 think about it. Talk about it. It's like the fun stuff. 0:01:33.523 --> 0:01:36.373 Plus I remember like doing the art. It's just super 0:01:36.373 --> 0:01:39.253 good time. Okay. Security. Yeah. But so go check out 0:01:39.253 --> 0:01:43.633 the video. All right. Security. So Israel's top spy, chief 0:01:43.633 --> 0:01:48.763 Jose Ariel, accidentally revealed his identity through an Amazon book sale. 0:01:48.763 --> 0:01:52.153 So I guess we're just doxing him now. That's rude. Well, 0:01:52.153 --> 0:01:54.133 I guess he's not going to be that anymore, because 0:01:54.133 --> 0:01:55.903 they're going to be like, you obviously can't do this. 0:01:55.903 --> 0:01:57.733 So they probably got rid of him and replaced him 0:01:57.733 --> 0:02:01.663 with someone who is still anonymous. So now he's no 0:02:01.663 --> 0:02:04.213 longer the spy chief. He's just a guy doing an 0:02:04.213 --> 0:02:08.863 Amazon book sale. All right, cvn, Nvda databases are struggling. Um, 0:02:08.863 --> 0:02:13.153 it's causing gaps and inaccuracies. So somebody needs to fix that. Uh, 0:02:13.153 --> 0:02:16.663 criminals in Montreal are using Apple's AirTags to track and 0:02:16.663 --> 0:02:21.523 steal cars. And police are using Apple's AirTags to track criminals. 0:02:21.523 --> 0:02:25.033 So a lot of AirTag use on both sides of 0:02:25.033 --> 0:02:27.493 the fence there. And this one's super cool. This sponsor 0:02:27.493 --> 0:02:29.203 I want to talk about this one because I'm actually 0:02:29.203 --> 0:02:33.583 advising for them the first AI SoC analyst that autonomously 0:02:33.583 --> 0:02:37.393 investigates alerts. This thing will pull alerts. I've seen this 0:02:37.393 --> 0:02:40.903 live pull alerts. And this is a sponsor, by the way. Sponsor. 0:02:40.903 --> 0:02:43.633 And I'm an advisor for them. So I'm just excited 0:02:43.633 --> 0:02:46.633 about them. It's called drop zone AI. So you take 0:02:46.633 --> 0:02:49.093 an alert from anywhere in your stack, some tool that 0:02:49.093 --> 0:02:52.363 you have that produces an alert like an endpoint cloud 0:02:52.363 --> 0:02:56.863 doesn't matter. And it takes alerts from your environment and 0:02:56.863 --> 0:03:01.093 performs autonomous. It basically goes and starts researching exactly like 0:03:01.093 --> 0:03:03.643 a human. It's like starts digging in, boom, get some 0:03:03.643 --> 0:03:07.633 results from that lookup and that investigation takes that goes 0:03:07.633 --> 0:03:10.573 to the next step and just starts doing multiple steps, 0:03:10.573 --> 0:03:13.393 just like a regular SoC analyst, just like a human. 0:03:13.393 --> 0:03:16.003 And once it gets done, it puts that all together 0:03:16.003 --> 0:03:20.803 and generates a decision ready report. So you could basically 0:03:20.803 --> 0:03:24.223 use that. And it's basically exactly as if you had 0:03:24.223 --> 0:03:26.293 got that from a SoC analyst. And you can make 0:03:26.293 --> 0:03:29.863 a decision based on that. And it's no playbooks, no code, 0:03:29.863 --> 0:03:33.523 no prompts required. It just you feed it alerts and 0:03:33.523 --> 0:03:36.283 it goes and does investigations and brings back a report. 0:03:36.283 --> 0:03:39.823 It's absolutely insane. It's exactly what I've been talking about 0:03:39.823 --> 0:03:45.013 as being like how AI is most going to affect security. 0:03:45.013 --> 0:03:47.473 And I've been saying for the longest time it's all 0:03:47.473 --> 0:03:50.023 going to be agent based. And that's exactly what this is. 0:03:50.023 --> 0:03:52.153 And like I said, it's so good. I just became 0:03:52.153 --> 0:03:55.273 an advisor and strop sonar AI and you could actually 0:03:55.273 --> 0:03:57.493 go and see a demo of it. Working on a 0:03:57.493 --> 0:04:02.053 real alert. Panera's week long incident was, in fact, a 0:04:02.053 --> 0:04:06.283 ransomware attack. Cece's new High Risk Communities webpage offers a 0:04:06.283 --> 0:04:10.183 bunch of guides and volunteer support and discounted tools, thanks 0:04:10.183 --> 0:04:13.813 to Defender Fee for sponsoring as well. Israel's military used 0:04:13.813 --> 0:04:18.583 an AI named lavender to pinpoint 37,000 potential Hamas targets, 0:04:18.583 --> 0:04:22.303 and that's definitely getting people pretty upset about that, because 0:04:22.303 --> 0:04:25.423 it's one thing to identify someone and do further investigation. 0:04:25.423 --> 0:04:28.453 It's another thing if you're identifying and then like targeting. 0:04:28.453 --> 0:04:30.853 And again, I don't know if that's actually happening. I 0:04:30.853 --> 0:04:33.943 don't know the degree they're trusting this targeting that's coming 0:04:33.943 --> 0:04:37.543 up from lavender. I don't know if they're going directly 0:04:37.543 --> 0:04:41.203 to attacks or killing or anything like that. But the 0:04:41.203 --> 0:04:43.903 point is it's worth having a conversation about what they're 0:04:43.903 --> 0:04:47.383 doing with it. Given the fact that I can be 0:04:47.383 --> 0:04:49.933 super fast and super accurate, but it can also have 0:04:49.933 --> 0:04:52.303 a lot of flaws, and the more serious you're taking 0:04:52.303 --> 0:04:55.693 the results, the more important those flaws are, right? Technology. 0:04:55.693 --> 0:04:58.303 There's a rumor that Sam Altman and Johnny IV are 0:04:58.303 --> 0:05:02.203 building some sort of handheld device through a new secret company. 0:05:02.203 --> 0:05:05.053 Who knows if that's a real or not. It sounds 0:05:05.053 --> 0:05:07.213 real to me because we know that Johnny IV is 0:05:07.213 --> 0:05:10.183 actually working with them. We know he's a design person. 0:05:10.183 --> 0:05:12.973 We know we need these types of devices. So it 0:05:12.973 --> 0:05:16.663 makes sense to me. OpenAI released improved ways of doing 0:05:16.663 --> 0:05:20.023 fine tuning. Uh, new paper shows that adding more agents 0:05:20.023 --> 0:05:23.773 to large language models boosts their performance. How could it not? 0:05:23.773 --> 0:05:26.623 How could it not? I mean, like like I've been 0:05:26.623 --> 0:05:29.743 telling everyone agents is the way, agents is the way 0:05:29.743 --> 0:05:31.963 this is all going to move forward. And then each 0:05:31.963 --> 0:05:35.983 individual agent when it gets smarter because the AI models improve, 0:05:35.983 --> 0:05:38.023 that just makes the whole thing smarter. But the way 0:05:38.023 --> 0:05:41.803 to get ultimately smart and actually pass humans is to 0:05:41.803 --> 0:05:45.763 have that combination of agents working together. That system is 0:05:45.763 --> 0:05:47.863 what's smart. It's the same as our brain is no 0:05:47.863 --> 0:05:49.933 different than our brain. Our brain has a whole bunch 0:05:49.933 --> 0:05:54.133 of areas, each individually only do kind of one thing, 0:05:54.133 --> 0:05:57.733 and they're not very smart by themselves. The whole thing 0:05:57.733 --> 0:06:00.283 that's made it smart over all these millions of years 0:06:00.283 --> 0:06:03.583 is the fact that they work together and they're sharing information, 0:06:03.583 --> 0:06:06.103 and it's like it's a system. The system is what 0:06:06.103 --> 0:06:08.773 makes us smart. And it's going to be no different 0:06:08.773 --> 0:06:12.523 with agents. Now, eventually you might have an AI that's 0:06:12.523 --> 0:06:16.453 just one agent or one model or one agent or whatever. 0:06:16.453 --> 0:06:18.943 And it's so smart. It's just smart by itself because 0:06:18.943 --> 0:06:21.463 it's different than a human. But the way we're first 0:06:21.463 --> 0:06:24.073 going to get to AGI, mark my words, is going 0:06:24.073 --> 0:06:27.403 to be through a system of AI components working together. 0:06:27.403 --> 0:06:29.323 And I've got a blog on that somewhere. New paper 0:06:29.323 --> 0:06:33.133 explores how I might be leading us towards knowledge collapse 0:06:33.133 --> 0:06:37.273 by oversimplifying complex information. I like that, but I don't 0:06:37.273 --> 0:06:40.933 think the complex information goes away. Just because somebody is 0:06:40.933 --> 0:06:45.973 simplifying or summarizing complex information, it doesn't mean we have 0:06:45.973 --> 0:06:50.383 to stop feeding the AI the original raw form. One 0:06:50.383 --> 0:06:52.963 doesn't have to supplant the other, and we could just 0:06:52.963 --> 0:06:55.033 ask for the long form. We can ask for the 0:06:55.033 --> 0:06:57.073 short form. I don't see that as a trade off 0:06:57.103 --> 0:06:59.953 us is trying to get South Korea to stop exporting 0:06:59.953 --> 0:07:05.113 chipmaking tools to China, US testing, energy storage and heated sand. 0:07:05.113 --> 0:07:08.143 This tech is like trippy to me. Energy storage and 0:07:08.143 --> 0:07:14.953 heated sand 135MW of power output for five days straight 0:07:14.953 --> 0:07:18.583 and Aura's rolling out symptom radar. They're not calling it 0:07:18.583 --> 0:07:21.613 illness detection for obvious reasons. I haven't looked to my 0:07:21.613 --> 0:07:23.983 app to see if I have that yet. I do 0:07:23.983 --> 0:07:27.433 have an aura though. Okay, Amazon is ditching its Cashierless 0:07:27.433 --> 0:07:30.763 walkout technology is kind of sad. I guess it's too early, 0:07:30.763 --> 0:07:33.523 but they're switching to something a little more normal, like 0:07:33.523 --> 0:07:36.673 a hybrid humans. New studies are showing the wealthy are 0:07:36.673 --> 0:07:39.793 starting to have more kids than the poor. Again, need 0:07:39.793 --> 0:07:43.093 lots of studies to show that's actually true, but interesting trend. 0:07:43.093 --> 0:07:45.733 NASA is doing live streaming the eclipse. I watched it, 0:07:45.733 --> 0:07:48.913 it was super cool. It was actually moving through multiple 0:07:48.913 --> 0:07:52.273 cities and you would see each person, each city as 0:07:52.273 --> 0:07:55.313 it was moving. It would go to the full totality 0:07:55.313 --> 0:07:57.683 and everyone would freak out. It was quite cool. It 0:07:57.683 --> 0:08:00.713 was a very cool stream. TSMC did not take much 0:08:00.713 --> 0:08:03.173 damage at all. They were actually only down for like 0:08:03.173 --> 0:08:06.293 a day and they went back to start full production. 0:08:06.293 --> 0:08:09.743 And it's because their buildings have some really cool stabilization 0:08:09.743 --> 0:08:12.533 tech that allows them to not get too messed up 0:08:12.533 --> 0:08:15.713 from earthquakes. However, the earthquake was on the other side 0:08:15.713 --> 0:08:18.593 of the island, so who knows if it's a bigger 0:08:18.593 --> 0:08:20.873 like it was an eight and it was nearby. I'm 0:08:20.873 --> 0:08:23.393 not sure the buildings would be able to handle that, 0:08:23.393 --> 0:08:27.113 but who knows. Israeli military dismissed two senior officers and 0:08:27.113 --> 0:08:31.163 reprimanded three others for an airstrike that mistakenly killed World 0:08:31.163 --> 0:08:36.023 Central Kitchen volunteers in Gaza. The UK's exporting workers to 0:08:36.023 --> 0:08:40.673 fill higher paying US jobs and US venture capital investments 0:08:40.673 --> 0:08:45.593 went down $36.6 billion in 2024. Had a really cool 0:08:45.593 --> 0:08:48.893 conversation with Mike private from Return on Security about these 0:08:48.893 --> 0:08:53.303 overall economic trends, especially around cybersecurity, and that will go 0:08:53.303 --> 0:08:57.473 up soon. McKinsey is offering UK employee UK employees nine 0:08:57.473 --> 0:09:00.893 months of pay to voluntarily leave McKinsey. Gen Z is 0:09:00.893 --> 0:09:03.983 going for trades like welding and plumbing over college and 0:09:03.983 --> 0:09:07.313 student debt, and home insurers are now using aerial images 0:09:07.313 --> 0:09:11.843 from satellites to decide who gets dropped from coverage. I 0:09:11.843 --> 0:09:15.863 assume that's because maybe somebody's building something in their backyard, 0:09:15.863 --> 0:09:18.473 or they have too many cars. Like, I'm not sure 0:09:18.473 --> 0:09:20.423 what would be on the policy that they'd be able 0:09:20.423 --> 0:09:22.913 to see in a satellite photo, maybe add ons to 0:09:22.913 --> 0:09:25.343 the house or something, I don't know. And all right, 0:09:25.343 --> 0:09:29.183 got a couple cool ideas here. Another view of imposter syndrome. 0:09:29.183 --> 0:09:33.053 So somebody said outwork your imposter syndrome. That was the 0:09:33.053 --> 0:09:36.653 post outwork your imposter syndrome. And I'm, like, working harder 0:09:36.653 --> 0:09:39.533 isn't the solution. In my opinion, the solution is to 0:09:39.533 --> 0:09:43.403 work on bigger problems that are super important to solve. 0:09:43.403 --> 0:09:47.213 That way your focus isn't internal, it's actually external. And 0:09:47.213 --> 0:09:49.193 I actually go into this, so I'm going to go 0:09:49.193 --> 0:09:52.163 ahead and open this up. So I say framed this way, 0:09:52.163 --> 0:09:55.253 imposter syndrome is ultimately a problem of thinking too much 0:09:55.253 --> 0:09:58.943 internally versus externally. Because you're thinking how do I compare 0:09:58.943 --> 0:10:01.403 to them? What do they think of me? Right. And 0:10:01.403 --> 0:10:08.013 so the solution I think is to. Focus on. Something 0:10:08.013 --> 0:10:11.823 outside of you, right? Stop putting the focus on yourself. 0:10:12.533 --> 0:10:14.783 How do I compare? What do they think of me? 0:10:15.263 --> 0:10:19.103 That's thinking about yourself. Instead, focus on the problem. And 0:10:19.103 --> 0:10:22.613 now you won't really have imposter syndrome because you're thinking about, like, 0:10:22.613 --> 0:10:25.373 what am I doing that's useful to help me with 0:10:25.373 --> 0:10:27.893 this really big problem, which has nothing to do with me. 0:10:27.893 --> 0:10:31.763 It's about me working on that thing. So instead, focus 0:10:31.763 --> 0:10:33.893 on the problem and how to fix it. And this 0:10:33.893 --> 0:10:36.413 also works for happiness. It doesn't come from focusing on self, 0:10:36.413 --> 0:10:39.053 it comes from focusing on other. So that was that 0:10:39.053 --> 0:10:42.623 piece there. And this one's really interesting. It's the first 0:10:42.623 --> 0:10:45.053 time I've ever seen Tyler Cohen be wrong. It's like 0:10:45.053 --> 0:10:47.303 one of the smartest people that I know of on 0:10:47.303 --> 0:10:52.103 the planet. And he had Jonathan Height on and Jonathan 0:10:52.103 --> 0:10:55.733 High was talking about how bad social media is for 0:10:55.733 --> 0:11:00.053 young girls and how I could potentially make that worse 0:11:00.053 --> 0:11:02.933 and everything. And Tyler Cohen is like, don't worry about it. 0:11:02.933 --> 0:11:05.513 AI is going to solve this because I is going 0:11:05.513 --> 0:11:10.373 to summarize everything, and the summarization of of social media 0:11:10.373 --> 0:11:13.073 is going to solve this problem and fix it. And 0:11:13.163 --> 0:11:16.613 I'm like, how are you not seeing this now? Jonathan 0:11:16.613 --> 0:11:18.833 didn't have this point, but I'm going to make this 0:11:18.833 --> 0:11:22.403 point right now. That is how Tyler Cohen is going 0:11:22.403 --> 0:11:25.883 to use AI, right? It's how I'm using AI right now, 0:11:25.883 --> 0:11:28.133 and it's how, you know, Jonathan's probably going to use 0:11:28.133 --> 0:11:31.253 it as well. Summarization of content. So you're just getting 0:11:31.253 --> 0:11:33.803 the thing. And that might actually take you away from 0:11:33.803 --> 0:11:36.353 being caught up in like, oh he said she said 0:11:36.353 --> 0:11:39.593 and all the drama or toxicity or whatever. Well that's fine. 0:11:39.593 --> 0:11:41.843 And that again, that's how they're going to use it. 0:11:41.843 --> 0:11:44.453 That's how a whole bunch of intellectual people who have 0:11:44.453 --> 0:11:47.063 made it in life and are older are probably going 0:11:47.063 --> 0:11:50.513 to use it, but not for young people consuming viral 0:11:50.513 --> 0:11:53.603 and toxic content, because for them, the content itself is 0:11:53.603 --> 0:11:57.653 the point, not the summary. And here's my example of this. 0:11:57.653 --> 0:12:01.223 Does Tyler think I will send people who love stand 0:12:01.223 --> 0:12:04.463 up comedy a summary of the jokes made in a 0:12:04.463 --> 0:12:08.243 given standup as a substitute for going to actual comedy shows. 0:12:08.243 --> 0:12:10.973 And I've got I've got an I summary here. Here's 0:12:10.973 --> 0:12:13.793 your summary of this standup. There were three jokes on 0:12:13.793 --> 0:12:17.633 women in stereotypes, four jokes on how clumsy the comedian 0:12:17.633 --> 0:12:22.073 is to playful racist jokes. Two hecklers were addressed. Applause 0:12:22.073 --> 0:12:25.073 was three out of five compared to other performers. We 0:12:25.073 --> 0:12:29.123 hope you've enjoyed this hilarious I summary from comics I. 0:12:29.153 --> 0:12:32.513 Does that work for comedy? No, that doesn't work for comedy. 0:12:32.513 --> 0:12:35.393 And it won't work for young kids consuming viral or 0:12:35.393 --> 0:12:40.043 toxic content unless you have some sort of like draconic like, 0:12:40.043 --> 0:12:44.633 I guess, massive control where they weren't actually allowed to 0:12:44.633 --> 0:12:47.723 go to the real thing. They couldn't go to TikTok, 0:12:47.723 --> 0:12:50.303 they can't go to Instagram, and all they get is 0:12:50.303 --> 0:12:53.183 the stupid summary. Nobody would. They they wouldn't even care 0:12:53.183 --> 0:12:55.193 about the summary. I mean, that's not even going to 0:12:55.193 --> 0:12:59.003 be a thing. Nobody cares. And if it did, they 0:12:59.003 --> 0:13:01.283 wouldn't use it. And if they had the option or 0:13:01.283 --> 0:13:04.133 if they had both, they wouldn't choose the summaries. They 0:13:04.133 --> 0:13:05.843 would not use the summaries at all, and they would 0:13:05.843 --> 0:13:08.453 just go to the original thing. Now that being said, 0:13:08.723 --> 0:13:11.543 it is Tyler Cohen. So there's a chance that I 0:13:11.543 --> 0:13:14.573 didn't understand what he was saying. And also Jonathan definitely 0:13:14.573 --> 0:13:17.783 didn't either. So he could be misunderstanding Tyler's point. So 0:13:17.783 --> 0:13:20.513 I want to offer him that. There's also the other thing, 0:13:20.513 --> 0:13:24.023 which is you might just be right, and I'm just wrong. Now, 0:13:24.023 --> 0:13:26.873 I wouldn't normally say that because I think fairly highly 0:13:26.873 --> 0:13:30.713 of my thinking capabilities, but it's Tyler Cohen, so I'm 0:13:30.713 --> 0:13:33.713 leaving that window a little more open than usual. All right. 0:13:33.713 --> 0:13:37.163 Deep faked content summaries. Oh, yeah. This is crazy. So 0:13:37.163 --> 0:13:38.423 I don't know. I don't know if I woke up 0:13:38.423 --> 0:13:41.333 with this idea. I think the main interface that we're 0:13:41.333 --> 0:13:45.293 about to have for content, let's say, okay, I got 0:13:45.293 --> 0:13:49.343 buddies who make content. John Hammond makes content. Jason Haddix 0:13:49.343 --> 0:13:53.183 makes content. Clint Gibbler makes content. So they're putting out, 0:13:53.183 --> 0:13:56.033 let's say they're putting out videos, they're putting out text, 0:13:56.033 --> 0:13:58.613 they're doing live talks. They're doing all these different things, 0:13:58.613 --> 0:14:03.383 different mediums, different formats. I think what's going to be 0:14:03.383 --> 0:14:07.433 happening very soon is let's do the R version, even 0:14:07.433 --> 0:14:09.923 though we don't have R yet. The earlier version will 0:14:09.923 --> 0:14:12.353 just be little videos on your phone. But let's do 0:14:12.353 --> 0:14:15.443 the R version or the R version combined with a 0:14:15.443 --> 0:14:18.293 digital assistant, which is AI in your head or in 0:14:18.293 --> 0:14:21.143 your mobile device. So it's essentially you say, hey, look, 0:14:21.143 --> 0:14:23.873 what is Jason been up to? What is John been 0:14:23.873 --> 0:14:26.273 up to? What is Clint been up to? And it 0:14:26.273 --> 0:14:29.573 will actually deepfake them okay. Because it knows how much 0:14:29.573 --> 0:14:32.453 time I have. Let's say I want a two minute summary. 0:14:32.453 --> 0:14:36.533 It will take the long presentation that Jason is going 0:14:36.533 --> 0:14:38.453 to do. Jason is getting ready to do an AI 0:14:38.453 --> 0:14:41.633 talk called Red purple, blue AI. Let's say it's actually 0:14:41.633 --> 0:14:43.343 it is like it's a class. Oh, by the way, 0:14:43.343 --> 0:14:45.413 you should go sign up for this class. His class 0:14:45.413 --> 0:14:48.533 is called red purple blue I it's going to be 0:14:48.533 --> 0:14:50.513 an amazing class. I've heard a lot about it. I'm 0:14:50.513 --> 0:14:52.853 going to be in it as well. But for example, 0:14:52.853 --> 0:14:55.403 let's say he gives a talk about that a public talk. 0:14:55.403 --> 0:14:57.713 The other one's not public. But let's say he gives 0:14:57.713 --> 0:15:00.263 a talk about that. Actually he's doing a space con 0:15:00.263 --> 0:15:02.363 coming up soon. So that's a good example. Let's say 0:15:02.363 --> 0:15:04.553 I don't have the one hour or the two hours 0:15:04.553 --> 0:15:06.173 to watch that. I only have two minutes. I'm about 0:15:06.173 --> 0:15:08.153 to get on a train where I don't have any connection. 0:15:08.153 --> 0:15:11.933 Whatever it's going to make, Jason and Jason is going to. 0:15:12.073 --> 0:15:14.503 Teach me what he covered, but he's going to do 0:15:14.503 --> 0:15:17.233 it in 30s or he's going to do it in 60s. 0:15:17.233 --> 0:15:20.533 It's going to be a deepfake of Jason doing Jason's 0:15:20.533 --> 0:15:23.383 own content. Same for John. John Hammond has a thing 0:15:23.383 --> 0:15:25.873 about this new piece of malware. Clint has this new 0:15:25.873 --> 0:15:28.243 thing about this new tool that he made or that 0:15:28.243 --> 0:15:31.573 he saw, and he's talking about deepfakes are going to 0:15:31.573 --> 0:15:36.523 allow the actual creator to scale their delivery of their 0:15:36.523 --> 0:15:41.263 content as a video to any size chunk that the 0:15:41.263 --> 0:15:43.933 consumer wants to see. Give me a ten second summary. 0:15:43.933 --> 0:15:47.053 Give me a 32nd summary. Give me a one minute summary, 0:15:47.053 --> 0:15:49.873 a two minute summary, a ten minute summary, whatever. But 0:15:49.873 --> 0:15:53.683 it will dynamically write the content, which is a summary 0:15:53.683 --> 0:15:57.133 of the content, which smashes it down to that size, 0:15:57.133 --> 0:16:01.633 and then it will perfectly deepfake that creator and the 0:16:01.633 --> 0:16:05.653 mouth will match, the mouth will perfectly match. It'll look 0:16:05.653 --> 0:16:10.933 exactly or almost exactly and eventually exactly like the creator. Now, 0:16:10.933 --> 0:16:13.003 why would the creator want to do that? Because it's 0:16:13.003 --> 0:16:15.493 still their content, okay? It's still their content. It's not 0:16:15.493 --> 0:16:18.043 the original raw form, but in a lot of ways 0:16:18.043 --> 0:16:19.603 it's going to be better because it's not going to 0:16:19.603 --> 0:16:22.213 have ums and ors. It's going to be very crisp 0:16:22.213 --> 0:16:26.413 and concise, and most importantly, it won't be some third party, right? 0:16:26.413 --> 0:16:30.073 Because my digital assistant can also render it using their face. 0:16:30.073 --> 0:16:32.713 But it'll be really cool for the for the actual 0:16:32.713 --> 0:16:36.523 creator to be still the one that's delivering it. And 0:16:36.523 --> 0:16:39.643 what's cool about that? So here's what's really cool about that. 0:16:39.643 --> 0:16:43.543 It'll do multiple languages. So now it's still Clint. It's 0:16:43.543 --> 0:16:46.843 still John. It's still Jason. Jason is still saying the 0:16:46.843 --> 0:16:47.623 thing to me. 0:16:47.623 --> 0:16:50.743 Pedro diciendo la content. 0:16:50.743 --> 0:16:51.073 In. 0:16:51.073 --> 0:16:53.263 Espanol. Entonces puedo escuchar. 0:16:53.263 --> 0:16:56.413 En espanol and I won't know the difference. It'll look 0:16:56.413 --> 0:17:00.073 exactly as if Jason is speaking in Spanish instead of English. 0:17:00.073 --> 0:17:02.983 And I think that is wonderful. Same with Chinese, same 0:17:02.983 --> 0:17:06.493 with every language. Not any more difficult. So now your 0:17:06.493 --> 0:17:10.663 deepfake content is going out to every language all at once, 0:17:10.663 --> 0:17:12.703 as soon as you drop a piece of content. So 0:17:12.703 --> 0:17:15.763 watch this. You drop a piece of content. It's one 0:17:15.763 --> 0:17:18.973 hour long. Okay, perfect example. I just released a video. 0:17:18.973 --> 0:17:21.643 It's one hour and ten minutes long. I only did 0:17:21.643 --> 0:17:23.713 it in English because I'm only capable of doing it 0:17:23.713 --> 0:17:26.053 in English. I could do it partially in Spanish, but 0:17:26.053 --> 0:17:29.803 it would be kind of crappy. So that one hour 0:17:29.803 --> 0:17:32.773 and ten minute piece of content can now be put 0:17:32.773 --> 0:17:38.593 in Hindi, Spanish, Mandarin, Cantonese, Filipino, like all these different languages, 0:17:38.593 --> 0:17:42.553 but not just converted one for one to the language. 0:17:42.553 --> 0:17:46.153 Also converted to a ten second version, a 32nd version, 0:17:46.153 --> 0:17:49.093 a one minute version. And it's still me. It's still 0:17:49.093 --> 0:17:52.483 my face, it's still my whatever gestures, all this, it's 0:17:52.483 --> 0:17:56.803 still me delivering the content. That is a game changer. 0:17:56.803 --> 0:18:01.393 An absolute game changer because it's scalable content delivery in 0:18:01.393 --> 0:18:04.483 every language, at every bite sized chunk. So now when 0:18:04.483 --> 0:18:07.543 I'm on a train or I'm exercising, I could have 0:18:07.543 --> 0:18:10.603 my AR interface. I see the person is delivering the 0:18:10.603 --> 0:18:13.543 content and it's just like, I'm watching that now. Maybe 0:18:13.543 --> 0:18:15.313 there will be some sort of tag that says, there's 0:18:15.313 --> 0:18:18.253 this roar, or is this an AI deepfake of it? 0:18:18.253 --> 0:18:22.183 But it's not even quite a deepfake. It's using deepfake technology. 0:18:22.183 --> 0:18:25.453 But a deepfake is like almost unauthorized. This will be 0:18:25.453 --> 0:18:28.273 completely authorized. Um, and of course, there will be versions 0:18:28.273 --> 0:18:30.553 of this that are not authorized, and that will be 0:18:30.553 --> 0:18:33.253 an actual deepfake. But anyway, you get the idea. This 0:18:33.253 --> 0:18:37.063 is going to massively change how we consume content, because 0:18:37.063 --> 0:18:40.513 we want that content in different forms, different languages, but 0:18:40.513 --> 0:18:42.823 we still want to see the creator doing it. All right. 0:18:42.853 --> 0:18:45.613 AI and music. AI is not going to ruin music. 0:18:45.913 --> 0:18:49.243 Have we forgot about pop? Pop is, you know, a 0:18:49.243 --> 0:18:51.673 few chords and a hook. It's, you know, a lot 0:18:51.673 --> 0:18:54.823 of people would say it's low quality music, like low 0:18:54.823 --> 0:18:58.423 quality food. But it's the same with doing customer service calls, 0:18:58.423 --> 0:19:02.413 sales calls. We forget how low the bar is for 0:19:02.413 --> 0:19:05.263 being better than an average human, and that's why I 0:19:05.263 --> 0:19:07.873 music is going to be pretty good. And actually I 0:19:07.873 --> 0:19:11.293 think I have a link to one here anyway. Discovery 0:19:11.293 --> 0:19:14.863 section Luke Stefan's hack Luke put out an amazing blog 0:19:14.863 --> 0:19:18.583 talking about his evolution of bug bounty automation. Talks about 0:19:18.583 --> 0:19:21.313 going from Bash to Python to Golang, and how he 0:19:21.313 --> 0:19:25.843 eventually ended up at Cloud Native. Really great piece, Thomas wrote. 0:19:26.113 --> 0:19:29.113 He's super awesome and he wrote a piece about applying 0:19:29.113 --> 0:19:32.083 LMS to Threat Intelligence. Really cool. It's got a Jupyter 0:19:32.083 --> 0:19:36.043 notebook here for the code as well. SWE agent autonomously 0:19:36.043 --> 0:19:39.793 fixes bugs in GitHub repos BR is a Python framework. 0:19:39.793 --> 0:19:44.923 Simplifies building an AI apps using building blocks. Open source 0:19:44.923 --> 0:19:49.723 textbook makes the art of mathematics accessible. Jim Graham turns 0:19:49.723 --> 0:19:53.533 threat modeling into a self-hosted web app. This one is super, 0:19:53.533 --> 0:19:56.893 super cool. Chelsea now lets you tweak images so you 0:19:56.893 --> 0:19:59.653 can basically have an image that was created with Dall-E 0:19:59.653 --> 0:20:01.723 and you could just like rub a like the face 0:20:01.723 --> 0:20:03.973 or whatever and say, redo that part and it will 0:20:03.973 --> 0:20:06.823 redo it, but integrate it with everything around it. So 0:20:06.823 --> 0:20:10.033 that is something that Midjourney had that that Dall-E didn't, 0:20:10.033 --> 0:20:13.983 and now Dall-E has it as well. Claude's API now 0:20:13.983 --> 0:20:16.893 has a new tools feature that allows you to, like, 0:20:16.893 --> 0:20:18.933 browse the web and do all kinds of stuff. I 0:20:18.933 --> 0:20:22.353 kind of feel like agent functionality is going to blend 0:20:22.353 --> 0:20:25.713 right into the models, so I'm not quite sure how 0:20:25.713 --> 0:20:30.933 long we're going to have, like these elaborate agent frameworks, 0:20:30.933 --> 0:20:35.283 because that might just be part of using AI. You 0:20:35.283 --> 0:20:37.833 might just say exactly what you want to do in 0:20:37.833 --> 0:20:40.773 the prompt, and that will actually be the agent framework. 0:20:40.773 --> 0:20:43.473 It'll actually spin up how many agents are needed to 0:20:43.473 --> 0:20:46.113 do that. And maybe you have some parameters right there 0:20:46.113 --> 0:20:47.973 in the prompt that does it. But I kind of 0:20:47.973 --> 0:20:50.613 feel like that's going to just blend right into the 0:20:50.613 --> 0:20:54.003 language of the of the models themselves. And kids are 0:20:54.003 --> 0:20:57.273 learning math from deep fakes. Okay. This is another example 0:20:57.273 --> 0:20:59.943 of this learning math from deep fakes of Taylor Swift 0:20:59.943 --> 0:21:03.093 and Drake on TikTok. And it's going well. I'm excited 0:21:03.093 --> 0:21:06.273 for this. I am super excited for this look. There 0:21:06.273 --> 0:21:09.273 are negatives that are going to come from defects. Everyone 0:21:09.273 --> 0:21:12.273 knows that. Let's find the positives. The positives are if 0:21:12.273 --> 0:21:15.963 people love Taylor Swift, let's learn math. Let's learn calculus 0:21:15.963 --> 0:21:18.903 from Taylor Swift. I would do that. All right. Recommendation 0:21:18.903 --> 0:21:22.533 of the week. Check out Mozart on the bass. This 0:21:22.533 --> 0:21:25.413 is an eye track. Yeah. Go listen this tell me 0:21:25.413 --> 0:21:28.113 that this won't be popular. It's a little bit EDM ish. 0:21:28.113 --> 0:21:29.973 So if you don't like that, just compare it to 0:21:29.973 --> 0:21:32.553 other EDM that you don't like, and you'll see that 0:21:32.553 --> 0:21:35.613 I is actually quite good at making stuff you don't like. 0:21:35.613 --> 0:21:38.763 All right, aphorism of the week don't explain your philosophy. 0:21:38.763 --> 0:21:45.153 Embody it. Don't explain your philosophy, embody it. Epictetus. Unsupervised 0:21:45.153 --> 0:21:47.643 learning is produced and edited by Daniel Missler on a 0:21:47.643 --> 0:21:52.533 Neumann 87 AI microphone using Hindenburg. Intro and outro. Music 0:21:52.533 --> 0:21:55.623 is by zombie with the Y, and to get the 0:21:55.623 --> 0:21:57.693 text and links from this episode, sign up for the 0:21:57.693 --> 0:22:03.343 newsletter version of the show at Daniel missler.com/newsletter. We'll see 0:22:03.343 --> 0:22:03.943 you next time.