WEBVTT - UL NO. 438: Confusion is a Muse 0:00:00.140 --> 0:00:03.710 Whether you're starting or scaling your company's security program, demonstrating 0:00:03.740 --> 0:00:07.250 top notch security practices and establishing trust is more important 0:00:07.250 --> 0:00:12.440 than ever. Vanta automates compliance for Soc2, ISO 27,001 and more, 0:00:12.440 --> 0:00:16.430 saving you time and money while helping you build customer trust. Plus, 0:00:16.430 --> 0:00:20.690 you can streamline security reviews by automating questionnaires and demonstrating 0:00:20.690 --> 0:00:23.810 your security posture with a customer facing trust center, all 0:00:23.810 --> 0:00:28.010 powered by advanced AI. Over 7000 global companies like Atlassian, 0:00:28.010 --> 0:00:31.400 Flow Health, and Quora use Vanta to manage risk, improve 0:00:31.400 --> 0:00:34.880 security in real time. Get $1,000 off Vanta when you 0:00:34.880 --> 0:00:42.530 go to Vanta comm slash unsupervised. That's vanta.com/supervised for $1,000 off. 0:00:44.000 --> 0:00:47.360 Welcome to Unsupervised Learning, a security, AI and meaning focused 0:00:47.360 --> 0:00:50.240 podcast that looks at how best to thrive as humans 0:00:50.240 --> 0:00:54.470 in a post AI world. It combines original ideas, analysis, 0:00:54.470 --> 0:00:57.710 and mental models to bring not just the news, but 0:00:57.710 --> 0:01:05.380 why it matters and how to respond. All right. Welcome 0:01:05.380 --> 0:01:11.620 to episode 438. This is Daniel Miessler. Okay. What do 0:01:11.620 --> 0:01:18.110 we have here? So registration for augmented v2. July 26th 0:01:18.110 --> 0:01:21.590 is now open. About half the slots are about gone. 0:01:22.110 --> 0:01:26.460 So sign up by clicking down below in the newsletter. 0:01:26.459 --> 0:01:31.410 Or you can just go to augmented dot Unsupervised learning.com 0:01:31.410 --> 0:01:37.040 and sign up. And, uh, if you become a UL member, 0:01:37.040 --> 0:01:42.710 you actually get $250 off. So inside of the chat, 0:01:42.709 --> 0:01:46.010 you can get the discount code, which is $250 off, 0:01:46.010 --> 0:01:51.440 and becoming a member is only $99 for the first year. So. 0:01:52.820 --> 0:01:56.940 You could do the math there. Let's see here. Fabric 0:01:56.940 --> 0:02:01.980 now supports Anthropic's sonnet 3.5, which is really, really good. 0:02:01.980 --> 0:02:05.820 So if you update and then you do fabric list models, 0:02:06.030 --> 0:02:10.109 it will show you that, uh, cloth 3.5 is in there. 0:02:10.110 --> 0:02:13.770 And this is the actual tag for it. Claude dash three, 0:02:13.770 --> 0:02:20.010 dash five. Sonnet dash 20240620. Uh, one thing to note, though, 0:02:20.010 --> 0:02:23.070 is sonnet and haiku. They throw a lot of copyright 0:02:23.070 --> 0:02:27.000 failures like it won't actually read podcast transcripts, which is 0:02:27.000 --> 0:02:29.250 super annoying because it's one of my favorite things to 0:02:29.250 --> 0:02:33.000 do is put long form conversations through these things and 0:02:33.000 --> 0:02:36.600 like pull out like lists of references that they mentioned 0:02:36.600 --> 0:02:39.119 if I want to order the books or whatever. So 0:02:39.120 --> 0:02:41.010 that's kind of annoying that it doesn't allow me to 0:02:41.010 --> 0:02:44.490 do that with one of the lower models. Opus does 0:02:44.490 --> 0:02:46.980 allow me to do that, and GPT four does allow 0:02:46.980 --> 0:02:49.950 me to do that, but I can't do it in 0:02:49.950 --> 0:02:54.170 sonnet or haiku. So I'm really waiting for them to 0:02:54.169 --> 0:02:57.740 either fix that with the lower models or to give 0:02:57.740 --> 0:03:02.630 me opus 3.5. I cannot wait to use that. Definitely 0:03:02.630 --> 0:03:05.300 gearing up for Vegas black Hat Defcon. Hope to see 0:03:05.300 --> 0:03:08.060 you there! I'm going to have stickers, but, uh, don't 0:03:08.060 --> 0:03:12.110 really have anything else other than stickers. Might eventually do 0:03:12.110 --> 0:03:15.410 a t shirt or something with like a superhero logo 0:03:15.410 --> 0:03:19.669 of just, uh, the UL logo, but no text or anything. 0:03:19.669 --> 0:03:22.579 So I've been feeling quite grateful for my life lately 0:03:22.580 --> 0:03:26.570 and somehow, like, super powered. Not really, because, uh, things 0:03:26.570 --> 0:03:30.260 are going well, which, uh, they're definitely going pretty well 0:03:30.260 --> 0:03:33.169 in terms of, like, the business and everything like that, but. 0:03:33.710 --> 0:03:35.870 It's more so that I feel like I'm living an 0:03:35.870 --> 0:03:38.990 authentic life. I feel like the stuff that I'm doing 0:03:38.990 --> 0:03:41.870 is all oriented in the direction, and I'm working on 0:03:41.870 --> 0:03:45.380 a like a essays and a course around this and 0:03:45.380 --> 0:03:48.440 stuff like that, but it's essentially like, do you know 0:03:48.440 --> 0:03:50.870 what you're trying to accomplish? And are you heading in 0:03:50.900 --> 0:03:54.140 that direction? And what I've been trying to do is like, 0:03:54.140 --> 0:03:57.500 hack together these systems where I say no to things 0:03:57.500 --> 0:04:00.380 that are not in the direction of these goals. And 0:04:00.380 --> 0:04:02.480 one thing that came up in a conversation with my 0:04:02.480 --> 0:04:06.170 buddy recently is, um, the cool thing about this. Oh, 0:04:06.170 --> 0:04:09.710 and I also got this from a David Perell analysis 0:04:09.710 --> 0:04:13.910 of a bunch of Seinfeld stuff. It's like fail at 0:04:13.910 --> 0:04:17.710 things that you wanted to do anyway. And it really 0:04:17.710 --> 0:04:20.950 doesn't feel like failure, right? Because I'm doing a lot 0:04:20.950 --> 0:04:24.190 of different stuff. Maybe too much sometimes, sometimes not enough. 0:04:24.190 --> 0:04:28.029 But in general, I'm doing lots of different things. And 0:04:28.029 --> 0:04:31.360 the question is, how many do you say no to? 0:04:31.360 --> 0:04:34.540 And what is your criteria for saying yes or no? 0:04:34.570 --> 0:04:39.790 And what I've come to basically figure out is that 0:04:39.970 --> 0:04:42.640 if you look at that Seinfeld thing, he basically said, 0:04:42.640 --> 0:04:46.570 fail doing it, doing what you want the way that 0:04:46.570 --> 0:04:51.159 you want. And this really resonated with me, because I 0:04:51.160 --> 0:04:54.310 think about people who are kind of chasing other people. 0:04:54.310 --> 0:04:57.099 They're chasing like a high school bully, or they're chasing 0:04:57.100 --> 0:05:02.289 like their boss or whatever, some, some competitor for some reason, 0:05:02.350 --> 0:05:06.609 and they're chasing them, and they might actually not be 0:05:06.610 --> 0:05:11.529 thinking about what really drives them, what purpose they are chasing, 0:05:11.529 --> 0:05:15.130 the thing that they actually want to do deeply. That's 0:05:15.130 --> 0:05:18.700 part of their own personal identity. Instead, they might be going, well, 0:05:18.700 --> 0:05:22.000 the thing I'm doing isn't working. The thing they're doing 0:05:22.000 --> 0:05:24.580 is working, so I'm going to copy them. Or if 0:05:24.580 --> 0:05:28.330 someone gives them advice and they're like, hey! You know, 0:05:28.360 --> 0:05:31.060 this thing that I'm doing works really, really well. You 0:05:31.060 --> 0:05:33.460 should do that. And one thing that comes to mind 0:05:33.460 --> 0:05:37.359 around this is Alex Hormozi. He is, like, obsessed with 0:05:37.360 --> 0:05:40.390 making money. Him and his wife are obsessed with making money, 0:05:40.390 --> 0:05:43.870 which I respect. They're also way younger than me. So 0:05:43.870 --> 0:05:47.260 they're like in their late 20s, early 30s. Or maybe 0:05:47.260 --> 0:05:50.260 he's like mid 30s or whatever, but he wants to 0:05:50.260 --> 0:05:53.410 crush business. And guess what? He is crushing business. So 0:05:53.410 --> 0:05:54.760 what I'm going to do is take some of that 0:05:54.760 --> 0:05:57.550 DNA from crushing business and try to sprinkle it into 0:05:57.550 --> 0:05:59.710 my stuff. But what I won't be doing is making 0:05:59.710 --> 0:06:03.370 the mistake of trying to be Alex Hormozi and switching 0:06:03.370 --> 0:06:07.570 my focus and my telescope to point towards this distant 0:06:07.570 --> 0:06:10.360 thing of like, oh, I want to make $100 million, 0:06:10.360 --> 0:06:12.790 and he doesn't want to make $100 million. He wants 0:06:12.790 --> 0:06:15.640 to be a billionaire. I guarantee you that's his goal 0:06:15.640 --> 0:06:18.670 is like $1 billion in revenue or wealth or something. 0:06:18.670 --> 0:06:23.440 So the thing is, you have to know what direction 0:06:23.440 --> 0:06:26.830 your stuff is pointing in, and then you can more 0:06:26.830 --> 0:06:30.460 easily say no to things because are they going to 0:06:30.460 --> 0:06:33.099 get you there sort of accidentally? And that's the way 0:06:33.100 --> 0:06:35.380 I've sort of oriented things, is like, I want to 0:06:35.380 --> 0:06:38.890 do things so that I can accidentally make money from them, 0:06:38.890 --> 0:06:41.650 like do stuff that you would do anyway and hook 0:06:41.650 --> 0:06:43.540 it up to a stripe page and hope it works out. 0:06:43.540 --> 0:06:46.060 And I know that's not the way to make a 0:06:46.060 --> 0:06:48.370 lot of money. And I know you should, like, go 0:06:48.370 --> 0:06:51.280 all in on a thing that's like, got a giant 0:06:51.279 --> 0:06:54.100 market and, you know, you spam the hell out of 0:06:54.100 --> 0:06:57.400 the ads or whatever, and you just try to make 0:06:57.400 --> 0:06:59.680 all your money from that. But I feel like it's 0:06:59.680 --> 0:07:03.490 just I feel like it's a bad game. And another 0:07:03.490 --> 0:07:05.800 one of my favorite things, which I've mentioned here before, 0:07:05.800 --> 0:07:09.130 is like, the worst way to lose is to win 0:07:09.130 --> 0:07:11.440 playing the wrong game. And so this is all sort 0:07:11.440 --> 0:07:14.530 of like flowing into that same thing. And I've been 0:07:14.530 --> 0:07:17.020 happy with the newsletter lately because I've just been more 0:07:17.020 --> 0:07:20.830 of my authentic self, and I feel like that's something 0:07:20.830 --> 0:07:24.760 I just want for everybody. I want everyone to be 0:07:24.760 --> 0:07:27.490 in tune with who they are and what they want, 0:07:27.490 --> 0:07:31.870 and have them actually chasing those things and talking about 0:07:31.870 --> 0:07:35.140 those things, talking about it is super important. It's like 0:07:35.140 --> 0:07:39.910 I'm really worried about people becoming invisible after AI, because 0:07:39.910 --> 0:07:42.460 AI is going to be finding the coolest stuff and 0:07:42.460 --> 0:07:45.520 the best stuff. Well, if you're not saying anything, AI 0:07:45.520 --> 0:07:47.860 is not going to find you. And also, if you're 0:07:47.860 --> 0:07:51.130 not saying anything, you might not be thinking the things enough, 0:07:51.130 --> 0:07:54.460 or you might not be in practice enough with coming 0:07:54.460 --> 0:07:57.370 up with the ideas, crystallizing them, and writing them down. 0:07:57.370 --> 0:08:01.750 Because I'm not advocating that people try to become successful authors, 0:08:01.750 --> 0:08:05.050 or they try to become successful streamers or YouTubers or 0:08:05.050 --> 0:08:07.900 anything like that for the purpose of being successful. I'm 0:08:07.900 --> 0:08:11.020 advocating that they do it because it will make them 0:08:11.020 --> 0:08:15.580 feel good to know themselves and to articulate themselves and 0:08:15.580 --> 0:08:18.910 to emote themselves. And that's why I'm obsessed with this 0:08:18.910 --> 0:08:22.240 whole thing. That's why I'm obsessed with this human 3.0 0:08:22.240 --> 0:08:24.640 and all the stuff that I'm talking about. So anyway, 0:08:24.640 --> 0:08:27.010 I hope you've noticed the difference in terms of me. 0:08:27.010 --> 0:08:30.010 But really, the thing I'm trying to do, the whole 0:08:30.010 --> 0:08:32.590 purpose of doing this for myself is to like, battle 0:08:32.590 --> 0:08:34.689 test it so I can help other people do it. 0:08:34.690 --> 0:08:38.920 All right. Stream of consciousness, collection of thoughts on US politics. 0:08:38.920 --> 0:08:41.020 Just skip it if you don't like politics. But I 0:08:41.020 --> 0:08:43.540 basically lay down a whole bunch of stuff there. Oh, 0:08:43.540 --> 0:08:46.660 this is just become a member. Yeah, yeah, become a 0:08:46.660 --> 0:08:49.570 member if you can. I would appreciate it. All right. 0:08:49.570 --> 0:08:52.960 CSA held its first. This is, uh, security stuff here 0:08:52.960 --> 0:08:56.110 or it's the new stories section. But, yeah, I always 0:08:56.110 --> 0:09:00.940 start with security. CIA held its first AI security tabletop exercise, 0:09:00.940 --> 0:09:05.170 over 50 experts, and they're looking to simulate responses to 0:09:05.170 --> 0:09:08.590 AI security incidents. I love that they're thinking about it. 0:09:08.590 --> 0:09:12.309 Extremists in the US are using AI to spread hate speech, 0:09:12.309 --> 0:09:15.939 recruit and radicalize faster than ever. And they got a 0:09:15.940 --> 0:09:20.050 couple of examples here. President Biden using using racial slurs 0:09:20.050 --> 0:09:23.050 and Emma Watson reading Mein Kampf. I kind of want 0:09:23.050 --> 0:09:25.810 to go watch these, but I also don't want to 0:09:25.809 --> 0:09:29.800 Google for them. So yeah, I do not need that 0:09:29.800 --> 0:09:32.950 garbage in my YouTube feed. The US has banned the 0:09:32.950 --> 0:09:37.720 sale of Kaspersky anti-virus software, citing security risks from Russia. 0:09:37.720 --> 0:09:40.420 And they're basically using strong language here. They're like, do 0:09:40.420 --> 0:09:43.930 not use this stuff, stop using it immediately, get off 0:09:43.929 --> 0:09:46.960 of it. And I think they have a deadline in July, 0:09:46.960 --> 0:09:49.839 and there's a new set of high security vulnerabilities in Asus. 0:09:49.840 --> 0:09:54.340 Routers let you get complete control without any user interaction. 0:09:54.340 --> 0:09:56.949 And you want to patch these immediately. And the Richter 0:09:56.950 --> 0:10:06.610 scale is 9.8. Thank you to dropzone for sponsoring Dmitri Alperovitch. Yeah. 0:10:06.610 --> 0:10:11.920 Dmitri Alperovitch why is that difficult? That's not difficult. Imagined 0:10:11.920 --> 0:10:16.390 a detailed scenario of China invading Taiwan in 2028, focusing 0:10:16.390 --> 0:10:21.460 on aerosol strategy through the rough Taiwan Strait waters. This 0:10:21.460 --> 0:10:24.970 one is fascinating to me because I don't have strong 0:10:24.970 --> 0:10:29.140 intuitions myself, I. I don't have strong expertise myself in 0:10:29.140 --> 0:10:33.610 like this whole naval warfare island attack type situation. It's 0:10:33.610 --> 0:10:36.280 just a it's not something I've ever studied. I don't 0:10:36.280 --> 0:10:39.190 know the stuff, but what's really fascinating to me is 0:10:39.190 --> 0:10:43.089 that the super, super experts on this, they disagree with 0:10:43.090 --> 0:10:45.520 each other, which reminds me a lot of the AI 0:10:45.550 --> 0:10:51.250 situation there. I do have strong intuitions and some expertise 0:10:51.250 --> 0:10:53.920 and a lot of expertise in some areas, and some 0:10:53.920 --> 0:10:58.030 expertise in others, but it's like I feel way more 0:10:58.030 --> 0:11:02.739 grounded and solid and confident in at least my intuitions 0:11:02.740 --> 0:11:05.590 on the AI side. But here I have no idea 0:11:05.590 --> 0:11:11.050 what's going on. And in both cases, the absolute best people, 0:11:11.050 --> 0:11:13.090 which we're supposed to be looking up to, they do 0:11:13.090 --> 0:11:16.599 not agree with each other and they disagree massively with 0:11:16.600 --> 0:11:21.280 each other. Tyler Cowen had someone, this woman from she 0:11:21.280 --> 0:11:26.050 was Bulgarian on his podcast recently, and it was so 0:11:26.050 --> 0:11:29.260 good and her view was completely different than so many 0:11:29.260 --> 0:11:33.370 other people. So I'm watching like Peter Zeihan. I'm listening 0:11:33.400 --> 0:11:36.700 to her. I'm listening to the Goodfellas, which is a 0:11:36.700 --> 0:11:40.360 podcast of a bunch of security and like really smart people. 0:11:40.360 --> 0:11:44.080 And I'm trying to triangulate between all these different people 0:11:44.080 --> 0:11:47.439 and basically come up with my own thoughts and opinions 0:11:47.440 --> 0:11:50.110 based on, you know, not being an expert on it. 0:11:50.110 --> 0:11:53.830 I just I find it so interesting that they can't agree. Oh, 0:11:53.830 --> 0:11:59.199 same with, um, same with Ukraine. Right. Vastly different predictions 0:11:59.200 --> 0:12:00.940 on whether or not it was going to happen in 0:12:00.940 --> 0:12:05.679 the first place, when it's going to end, vastly different predictions. 0:12:05.679 --> 0:12:10.090 And that excites me that that massively excites me because 0:12:10.090 --> 0:12:13.750 I'm like, there is signal in here somewhere. The question is, 0:12:13.750 --> 0:12:17.990 is it available second? Are people not getting the signal 0:12:17.990 --> 0:12:24.410 or are they misinterpreting it? How are the best experts wrong? 0:12:24.410 --> 0:12:27.439 And it raises the question of like, what else are 0:12:27.440 --> 0:12:31.070 the best experts wrong on? And I just like to 0:12:31.070 --> 0:12:36.110 have that constant tension and questioning in my mind as 0:12:36.110 --> 0:12:39.260 I think about everything, including the things that I. I 0:12:39.260 --> 0:12:42.560 believe the strongest US is moving to limit investments in 0:12:42.559 --> 0:12:47.660 China's AI, semiconductor and quantum computing sectors to curb China's 0:12:47.660 --> 0:12:52.460 tech advancements. And now they're looking at private equity venture 0:12:52.460 --> 0:12:57.620 capital funds. Great stuff. And then I say, yeah, cool. 0:12:57.620 --> 0:13:00.650 But we need to be building a lot more energy production. 0:13:00.650 --> 0:13:04.610 Look at this. Look at this graphic from Leopold. This 0:13:04.610 --> 0:13:07.699 is from situational awareness, which I just printed out, by 0:13:07.700 --> 0:13:10.250 the way. It's like, I don't know, two inches thick 0:13:10.250 --> 0:13:12.860 front and back. It's it's a beast. And I'm just 0:13:12.860 --> 0:13:15.440 going to keep it in my car and read it. Uh, 0:13:15.440 --> 0:13:20.240 whenever I'm parked and whatever, listening to podcasts. I won't 0:13:20.240 --> 0:13:22.280 do them both at the same time. But anyway, I'm 0:13:22.280 --> 0:13:24.320 going to keep it in the car and read through it. 0:13:24.320 --> 0:13:26.630 I've already read a whole bunch online and of course, 0:13:26.630 --> 0:13:32.900 watch the video, but. Yeah. All right. National. Yeah. Nationwide 0:13:32.900 --> 0:13:36.260 armed militia from this guy named Jake Lang, who is 0:13:36.260 --> 0:13:41.420 a January 6th writer. And they're using telegram for coordination. 0:13:41.750 --> 0:13:45.199 And this is a wired article study says staring directly 0:13:45.200 --> 0:13:49.069 at the camera during online job interviews can significantly boost 0:13:49.070 --> 0:13:53.990 your evaluation scores. And this is from University of Hiroshima 0:13:54.020 --> 0:13:57.830 AI agents and the Raz Revolution results as a service 0:13:57.830 --> 0:14:03.470 discussing the evolution from SAS to raz, emphasizing the role 0:14:03.470 --> 0:14:08.059 of AI agents. Yeah, I like this a lot. It's 0:14:08.059 --> 0:14:10.609 like abstract. This is exactly what I'm building with a 0:14:10.610 --> 0:14:12.829 project called substrate, which you're going to hear a lot 0:14:12.830 --> 0:14:17.390 about here before too long. But this is exactly what 0:14:17.390 --> 0:14:22.010 I'm building. You make a query and agents and a 0:14:22.010 --> 0:14:24.860 whole bunch of data work together in a whole bunch 0:14:24.860 --> 0:14:28.070 of steps, and the output that you get is the 0:14:28.070 --> 0:14:32.870 result of their work. So if you imagine one idea 0:14:32.870 --> 0:14:35.870 I have here, which is super exciting, is I'm going 0:14:35.870 --> 0:14:39.890 to build intelligence reports this way. So on one hand, 0:14:39.890 --> 0:14:43.880 you've got a whole bunch of sources that are maybe 0:14:43.880 --> 0:14:47.300 they're hard to find, maybe they're not, but there are 0:14:47.300 --> 0:14:50.270 many of them. And it takes some effort and curation 0:14:50.270 --> 0:14:53.930 ability to to pick the best ones. Right. You bring 0:14:53.930 --> 0:14:57.380 that together, you turn that into a giant summary or 0:14:57.380 --> 0:15:01.370 a giant context file, and you basically start producing intelligence 0:15:01.370 --> 0:15:04.400 artifacts out of this thing. And that's what I like 0:15:04.400 --> 0:15:08.990 about results as a service. Okay. You you ask the question, 0:15:08.990 --> 0:15:12.260 what is going on in Ukraine? What are the latest 0:15:12.260 --> 0:15:15.470 global trends? Where should I invest my money or whatever? 0:15:15.470 --> 0:15:20.000 And there could be hundreds of operations that happen, multiple 0:15:20.000 --> 0:15:23.840 different eyes doing multiple different things. But really, it's not 0:15:23.840 --> 0:15:26.840 even so much the AI until the end where it's 0:15:26.840 --> 0:15:29.720 like putting it together and telling the story. It starts 0:15:29.720 --> 0:15:32.540 with more legacy tech. It starts with all this collection, 0:15:32.540 --> 0:15:38.090 all this correlation and unification of this data and getting 0:15:38.090 --> 0:15:41.000 it into a thing that's ready for the for the 0:15:41.000 --> 0:15:46.610 actual AI. And having brushed up against intelligence a little 0:15:46.610 --> 0:15:49.100 bit when I was in the Army, I was attached 0:15:49.100 --> 0:15:52.400 to an intelligence group and got to see a little 0:15:52.400 --> 0:15:55.160 bit of how things work. Very little. I don't want 0:15:55.160 --> 0:15:58.400 to oversell it here, but I've also read a whole 0:15:58.400 --> 0:16:01.940 bunch about it and seen a whole bunch of this 0:16:01.940 --> 0:16:06.020 stuff in on the Intel side and also on the 0:16:06.020 --> 0:16:09.680 military side, and it comes down. Oh, I also built 0:16:09.680 --> 0:16:15.440 a program around this concept at Apple for the security org. Right. 0:16:15.440 --> 0:16:18.050 And this is a product that's still being used today 0:16:18.050 --> 0:16:22.170 inside the company, which I'm very proud of. But I 0:16:22.170 --> 0:16:28.680 use these concepts there. It's like data information intelligence. And 0:16:28.680 --> 0:16:33.180 the intelligence piece is the one where there's intelligence, human 0:16:33.180 --> 0:16:37.410 intelligence going into that effort to turn this into a narrative, 0:16:37.410 --> 0:16:42.060 into a story for decision support. So at the above intelligence, 0:16:42.060 --> 0:16:45.690 you have decision, right? Or maybe maybe it's not above, 0:16:45.690 --> 0:16:48.479 maybe it's, um, to the right or whatever. But it's 0:16:48.480 --> 0:16:51.960 like the purpose of that intelligence is to distill down. 0:16:51.960 --> 0:16:56.130 So the the general is not looking at log files. Right. 0:16:56.130 --> 0:17:00.330 Which is like data streaming in. Okay. You have information. 0:17:00.330 --> 0:17:02.430 It's like a summary of the log files. And this 0:17:02.430 --> 0:17:05.970 might not be a perfect analogy, but it moves up 0:17:05.970 --> 0:17:10.830 and up in layers of abstraction with the entire purpose 0:17:10.830 --> 0:17:14.070 of a human making a decision. Right? So if you 0:17:14.070 --> 0:17:18.300 look at results as a service, I'm thinking intelligence as 0:17:18.300 --> 0:17:21.270 a service is what I'm thinking. That's the first thing 0:17:21.270 --> 0:17:22.800 in my mind goes to there's a whole bunch of 0:17:22.800 --> 0:17:26.369 different implementations of this. Like it could be a a 0:17:26.369 --> 0:17:29.700 business decision. Do I cancel this customer? Do I refund 0:17:29.700 --> 0:17:32.880 this customer? Do I do whatever? But either way, it's 0:17:32.880 --> 0:17:35.909 a whole bunch of legacy things happening with collection and 0:17:35.910 --> 0:17:40.200 stuff like that, and IT systems and data sources and everything. 0:17:40.200 --> 0:17:44.010 And then there's this thing that traditionally human is done, 0:17:44.010 --> 0:17:49.500 or like Deborah or Chris or Raj or whoever it is, 0:17:49.500 --> 0:17:51.659 they look at all the data and they say, you 0:17:51.660 --> 0:17:55.500 know what, we are going to issue a payout for 0:17:55.500 --> 0:17:59.720 this insurance policy, and that is the decision part. And 0:17:59.720 --> 0:18:02.869 the result is a yes or no. Thumbs up, thumbs down. 0:18:02.869 --> 0:18:06.410 And that gets us to this results as a service. Right? 0:18:06.410 --> 0:18:08.960 So ideally you could just take all your different data, 0:18:08.960 --> 0:18:12.320 all your different decision points, throw that into context, throw 0:18:12.320 --> 0:18:16.070 it up to one of these services, which is one 0:18:16.070 --> 0:18:19.130 of these that I'm building as well. And in like 0:18:19.130 --> 0:18:21.500 3 or 4 years, everyone's going to know this, and 0:18:21.500 --> 0:18:23.420 this is just going to be the way all software 0:18:23.420 --> 0:18:26.540 is built. But I'm already building this and I've already 0:18:26.540 --> 0:18:30.980 got pieces of this that work. Um, and it's it's 0:18:30.980 --> 0:18:33.590 really exciting. I mean, this is essentially the future of 0:18:33.590 --> 0:18:37.460 software is doing this. You ask a question, you include context, 0:18:37.460 --> 0:18:40.760 and you get back a result, a very high quality result. 0:18:40.760 --> 0:18:44.330 So very excited about this concept and very good, uh, 0:18:44.330 --> 0:18:47.359 piece here on medium, which I wish nothing was on medium, 0:18:47.359 --> 0:18:51.470 but whatever. All right. Sam Logan has a new post 0:18:51.470 --> 0:18:54.800 on how to get structured output from Llms, covering various 0:18:54.800 --> 0:18:59.000 frameworks and their pros and cons. Yeah, really enjoy this one. 0:18:59.060 --> 0:19:02.869 Talked about converting English to JSON and a bunch of 0:19:02.869 --> 0:19:06.290 other stuff, but yeah, enjoyed that. All right. Someone got 0:19:06.290 --> 0:19:09.560 invited to a project called Rebind where I versions of 0:19:09.560 --> 0:19:13.250 authors interact with readers about classic books. These are the 0:19:13.250 --> 0:19:16.970 really cool ideas. I just love ideas like this. Coming 0:19:17.000 --> 0:19:20.990 to life Fabian Boff from Octo Mind explains why they 0:19:20.990 --> 0:19:25.100 stopped using laying chain for their agents, highlighting its rigid, 0:19:25.100 --> 0:19:28.820 high level abstractions. So I'm going to say something extra 0:19:28.820 --> 0:19:34.430 spicy right now. A lot of these low level libraries 0:19:34.430 --> 0:19:40.310 and frameworks for doing really difficult things like Rag, uh, 0:19:40.310 --> 0:19:44.449 or agents, a lot of these agent frameworks, things like 0:19:44.450 --> 0:19:50.840 laying chain, they are extremely kludgy. If anything was like overhyped, 0:19:50.840 --> 0:19:55.820 I would say these first generation efforts at these things 0:19:55.820 --> 0:19:59.540 are massively overhyped. And it kind of goes back to 0:19:59.540 --> 0:20:02.840 this results as a service thing. Results as a service 0:20:02.840 --> 0:20:05.960 is kind of the future of this, because it's not 0:20:05.960 --> 0:20:11.720 asking you to mesh stack together these Jenga blocks of 0:20:11.720 --> 0:20:16.040 like really kludgy code. Because here's the problem. And it 0:20:16.040 --> 0:20:22.010 kind of applies to, um, to, uh, what are those called, um, notebooks. 0:20:22.010 --> 0:20:25.850 It kind of applies to notebooks as well, because notebooks 0:20:25.850 --> 0:20:30.860 like notebooks and agents and in laying chain, they make 0:20:30.859 --> 0:20:34.520 great demos, they make great demos. But when you try 0:20:34.520 --> 0:20:37.070 to take this stuff and build a production app on it, 0:20:37.070 --> 0:20:40.460 you throw real scenarios into it, you throw real data 0:20:40.460 --> 0:20:44.690 at it and it just falls over. And what universally, 0:20:44.690 --> 0:20:48.260 almost everyone I've seen, and this is definitely what I've done. 0:20:48.260 --> 0:20:52.639 You have to rebuild the entire thing from scratch using 0:20:52.640 --> 0:20:55.970 smaller parts, which I've always been obsessed with this smaller 0:20:55.970 --> 0:20:59.660 parts connected together. So it's like it it's necessary for 0:20:59.660 --> 0:21:02.840 AI as well, which is why I'm building my very own, 0:21:02.840 --> 0:21:06.950 like complete stack on this, uh, which is called substrate. 0:21:06.950 --> 0:21:11.150 And I'm basically using those components to build apps. And 0:21:11.150 --> 0:21:14.959 each one of the components is highly trusted and highly 0:21:14.960 --> 0:21:19.610 rigorous in what it takes in and processes and what 0:21:19.609 --> 0:21:23.510 it outputs. So it's dependable all the way through the pipeline. 0:21:23.510 --> 0:21:27.320 And if you don't do this and you just start 0:21:27.320 --> 0:21:32.840 piecing together laying chain and agent frameworks. And don't get 0:21:32.840 --> 0:21:37.129 me wrong, I am not like, uh, being negative about 0:21:37.130 --> 0:21:40.880 these things. Laying chain has done amazing things for AI 0:21:40.880 --> 0:21:46.130 and these agent frameworks Autogen crew AI. They're doing amazing 0:21:46.130 --> 0:21:50.330 stuff too, like no question. But as someone who's actually 0:21:50.330 --> 0:21:53.330 building this stuff, the reality is completely different when you 0:21:53.330 --> 0:21:57.169 start throwing production data at this stuff because you need consistency, 0:21:57.170 --> 0:22:02.330 you need trust in these systems. And, uh, pretty much 0:22:02.330 --> 0:22:06.800 every one that I know, they started building with these 0:22:06.800 --> 0:22:11.510 bigger blocks. And then they got a few months in 0:22:11.510 --> 0:22:14.120 and they had to tear it all down and start over, 0:22:14.119 --> 0:22:18.200 building their own individual components. And so I think that's 0:22:18.200 --> 0:22:21.680 where this is all going. Um, and eventually that's going 0:22:21.680 --> 0:22:24.560 to merge into results as a service, which is kind 0:22:24.560 --> 0:22:27.949 of like the opposite, actually. It's more like somebody did 0:22:27.950 --> 0:22:32.480 build that back end, uh, dependable infrastructure, and now you're 0:22:32.480 --> 0:22:36.230 just getting the results from it. Um, and the way 0:22:36.230 --> 0:22:38.810 to know if it works is does it work? Do 0:22:38.810 --> 0:22:41.090 you keep getting the right answer? And if you do, 0:22:41.119 --> 0:22:44.120 you'll we will, as a society, build trust in that 0:22:44.119 --> 0:22:48.379 over time. And ideally the thing will also be it 0:22:48.380 --> 0:22:53.750 will also be publishing information about its components and the 0:22:53.750 --> 0:22:57.560 sources that it used. So there'll be like some transparency there. Uh, 0:22:57.560 --> 0:23:00.170 that will be part of. The quality of the service 0:23:00.170 --> 0:23:03.290 is if you can actually inspect it and inspect like, okay, 0:23:03.290 --> 0:23:07.070 which models did you use, which data sources did you use? Right. 0:23:07.070 --> 0:23:09.290 Because if you're just like, no, trust me, because I'm 0:23:09.290 --> 0:23:12.619 awesome and you like the results and don't worry about it, 0:23:12.619 --> 0:23:15.020 for a lot of people, that won't be enough. All right? 0:23:15.020 --> 0:23:19.310 My buddy Evan Özcelik and long time Ulr, he argues 0:23:19.310 --> 0:23:22.820 that our obsession with convenience is making us less human, 0:23:22.820 --> 0:23:25.490 and he wrote this on his blog, Snake Eye Software. 0:23:25.490 --> 0:23:28.910 Solar generated a fifth of global electricity at midday on 0:23:28.910 --> 0:23:34.490 the summer solstice. Solstice? Yep, a fifth of global energy 0:23:34.910 --> 0:23:40.609 at midday. On summer solstice. That is interesting. I feel like, 0:23:40.790 --> 0:23:43.850 I don't know, I'm not an expert on energy either, 0:23:43.850 --> 0:23:48.200 but I, I really just wish we would go way heavier, 0:23:48.200 --> 0:23:53.869 way heavier on solar, build, 100 giant mega solar farms 0:23:54.200 --> 0:23:58.440 or 500 of them. And just go head to head 0:23:58.440 --> 0:24:04.830 against China on solar. Because nuclear reactors, I understand that 0:24:04.830 --> 0:24:07.500 they're really good energy and I understand they're awesome and 0:24:07.500 --> 0:24:11.880 I understand all that, but they're very complex. They are 0:24:11.880 --> 0:24:16.470 fundamentally dangerous, even though I know they're way safer than 0:24:16.470 --> 0:24:19.530 they are now. It's possible to make them safe. Here's 0:24:19.530 --> 0:24:22.590 another reason they freak people out. So there's going to 0:24:22.590 --> 0:24:25.710 be so much more friction to trying to get one 0:24:25.710 --> 0:24:29.550 or 2 or 10 of them built. And we are 0:24:29.550 --> 0:24:34.320 in a race where speed matters and time matters. So 0:24:34.320 --> 0:24:36.780 China can just build a whole bunch of those because 0:24:36.780 --> 0:24:41.010 they have nobody to ask. They're just like, move, move. 0:24:41.010 --> 0:24:44.910 We're building stuff here and everyone's like, yay, China! Like 0:24:44.910 --> 0:24:49.080 they have just this massive advantage. Well, we can we 0:24:49.080 --> 0:24:51.179 can move fast too if we do solar and it's 0:24:51.180 --> 0:24:54.960 not freaking people out. So let's just go build 500 0:24:54.960 --> 0:24:58.590 mega solar plants like Elon has been talking about forever, 0:24:58.590 --> 0:25:02.460 and just jump way ahead, way ahead of the game 0:25:02.460 --> 0:25:06.330 and still do nuclear, right? And you know where that 0:25:06.330 --> 0:25:08.820 makes sense and where we can. But don't let it 0:25:08.820 --> 0:25:11.310 slow us down. So when I'm talking about using SSH 0:25:11.340 --> 0:25:15.240 as a pseudo replacement, uh, basically you can use it 0:25:15.240 --> 0:25:20.129 to execute commands as another user. So why not use 0:25:20.130 --> 0:25:24.990 that permission model instead of pseudo? Interesting. Apple is renaming 0:25:24.990 --> 0:25:29.250 Apple ID to Apple account I like it. A group 0:25:29.250 --> 0:25:34.919 of 17 secondary schools in Southwark, London, are going smartphone 0:25:35.130 --> 0:25:39.840 free to combat the negative effects of phone use on students, 0:25:40.680 --> 0:25:43.619 and I really love that Jonathan Heights work here is 0:25:43.619 --> 0:25:46.080 spreading so fast. He put out his new book. He's 0:25:46.080 --> 0:25:50.740 been blasting it all over podcasts. And I just love 0:25:50.740 --> 0:25:53.980 that his work is catching on. And Gavin Newsom is 0:25:53.980 --> 0:25:57.100 now going to ban, uh, smartphones. Or he's trying he's 0:25:57.100 --> 0:26:00.310 trying to ban them. And likely this is coming from 0:26:00.310 --> 0:26:04.090 impact from height as well. House prices are surging again 0:26:04.090 --> 0:26:08.230 with global index up over 3% year on year. Insufficient 0:26:08.230 --> 0:26:12.730 sun exposure is now a serious public health issue, potentially 0:26:12.730 --> 0:26:15.669 causing hundreds of thousands of deaths annually in the US 0:26:15.670 --> 0:26:18.369 and Europe. Isn't this like cheese and eggs and milk 0:26:18.369 --> 0:26:21.910 and I don't know, so many, so many things. It's like, 0:26:22.030 --> 0:26:25.240 that'll kill you. Well, everyone stops and it's like, yeah, 0:26:25.240 --> 0:26:28.900 if you don't do that, that'll kill you. So I 0:26:28.900 --> 0:26:32.470 can't wait till Huberman figures this out for us. Uh, 0:26:32.470 --> 0:26:35.860 reads all the papers, uh, invites all the experts on. 0:26:35.859 --> 0:26:37.630 And I know a lot of people are starting to 0:26:37.630 --> 0:26:42.399 doubt Huberman and stuff like that, and I'm. I'm getting 0:26:42.400 --> 0:26:45.190 a little more cautious with him. I'm not sure why, 0:26:45.190 --> 0:26:47.110 but I'm getting a little more cautious with him. But 0:26:47.109 --> 0:26:49.720 I don't know anyone else who is looking at these 0:26:49.720 --> 0:26:53.410 papers and doing this great analysis. And I don't fault 0:26:53.410 --> 0:26:57.880 people for being wrong sometimes I don't, I fault people 0:26:57.880 --> 0:27:04.629 for being overconfident, never looking at themselves, never going after 0:27:04.630 --> 0:27:08.320 their own errors, never trying to self-correct, and not being 0:27:08.320 --> 0:27:12.220 analytical and pointing that lens at themselves. And I feel 0:27:12.220 --> 0:27:14.920 like Huberman is good at that. I would like to 0:27:14.920 --> 0:27:17.560 him to come back and do some episodes on, like, 0:27:17.560 --> 0:27:19.989 here's stuff I got wrong and why and why I'm 0:27:19.990 --> 0:27:23.200 going to fix that in the future. But anyway, he's 0:27:23.200 --> 0:27:25.870 the best there is right now. And what I would 0:27:25.869 --> 0:27:28.540 like to know about the sun thing is, I feel 0:27:28.540 --> 0:27:30.730 better when I go out in the sun in the morning, 0:27:30.730 --> 0:27:33.190 and I'm not sure it's only because of the light 0:27:33.190 --> 0:27:37.030 going in my eyes. I feel like there's something about 0:27:37.030 --> 0:27:40.750 walking on the ground, absorbing sunlight, and a lot of 0:27:40.750 --> 0:27:43.840 this feels very emotional. So that's why I actually want 0:27:43.840 --> 0:27:46.840 to see data. Like, I don't want this to be 0:27:46.840 --> 0:27:50.740 based on vibes, but meanwhile I'm going to do it 0:27:50.740 --> 0:27:54.460 based on vibes. Seems like a net good. Oh, in 0:27:54.460 --> 0:27:59.770 one caveat, there is, um, between 10 and 2 is 0:27:59.770 --> 0:28:02.980 like the worst time because your UV index is the worst. 0:28:02.980 --> 0:28:07.000 But like super early sun is supposedly fairly safe because 0:28:07.000 --> 0:28:11.350 the angle of incidence like coming into the atmosphere. So 0:28:11.350 --> 0:28:15.909 evidently the UV is pretty low, but the visible light 0:28:15.910 --> 0:28:18.879 I think is still much higher. I'm not sure if 0:28:18.880 --> 0:28:22.510 those are correlated, but visible light is going to, uh, 0:28:22.510 --> 0:28:26.740 set your clock, your circadian rhythm. And I feel like 0:28:26.740 --> 0:28:30.940 there's just other health benefits there, too. And anyway, what 0:28:30.940 --> 0:28:33.580 that study was basically saying is that a lot of 0:28:33.580 --> 0:28:36.909 people aren't getting any sun, they're not going outside, they're 0:28:36.910 --> 0:28:40.210 not doing anything. And I wonder how mixed that is 0:28:40.210 --> 0:28:43.090 with like other things like exercise or whatever. But obviously 0:28:43.090 --> 0:28:45.580 they try to filter that out. But the the idea 0:28:45.580 --> 0:28:49.180 is basically people aren't going outside and they're depressed. And 0:28:49.180 --> 0:28:53.110 guess what? There's probably a connection. They're having more positive 0:28:53.110 --> 0:28:55.750 experience in life is linked to lower odds of brain 0:28:55.750 --> 0:29:01.750 disorders like Alzheimer's and lower cognitive decline. And, uh, got 0:29:01.750 --> 0:29:06.880 this secret Ted Cruz funding documents slightly redacted. Cut this, um, 0:29:07.420 --> 0:29:11.230 this guy over here called Capital Press, and he's basically 0:29:11.230 --> 0:29:16.990 like a watchdog, like a one person, like journalist group monitoring, 0:29:16.990 --> 0:29:22.410 like the goings on of Congress people. And it's not in, like, 0:29:22.410 --> 0:29:27.540 a stalkery nasty way. Uh, or a legal way. I 0:29:27.540 --> 0:29:31.530 think it's more like Osint. Like what? Things are being 0:29:31.530 --> 0:29:34.260 dropped out there in the public, you know, little clues 0:29:34.260 --> 0:29:38.130 that can be hoovered up and, uh, and checked out. 0:29:38.130 --> 0:29:40.380 And this is one thing I'm really excited about. This 0:29:40.380 --> 0:29:43.739 is another thing I'm building in substrate is like an 0:29:43.740 --> 0:29:47.250 intelligence collector, uh, which will allow me to do intelligence 0:29:47.250 --> 0:29:49.500 reports like the one that I did before. And like this, 0:29:49.500 --> 0:29:54.810 this guy is doing so. Yeah. Before. Before basically, this 0:29:54.810 --> 0:29:58.980 was spy agencies, right? Journalists and spies were able to 0:29:58.980 --> 0:30:01.650 do this because they had the money and they had 0:30:01.650 --> 0:30:06.930 the training. Right. Well, I, I is cheap. It has 0:30:06.930 --> 0:30:09.090 a lot of knowledge about how to do things. It 0:30:09.090 --> 0:30:11.790 also has knowledge about how to turn those things into 0:30:11.790 --> 0:30:15.510 a story and see patterns between them. So I'm going 0:30:15.510 --> 0:30:19.140 to build something really nasty here. Really, really cool. Nasty. 0:30:19.140 --> 0:30:21.540 I mean awesome. Uh, so so I can have like 0:30:21.540 --> 0:30:24.810 a daily intelligence report of like, here's what the smartest 0:30:24.810 --> 0:30:28.110 people in the world think about this, and here's where 0:30:28.110 --> 0:30:32.940 their ideas diverge from each other. Here's how their opinions 0:30:32.940 --> 0:30:37.680 diverge from one another. Here's where their ideas point at 0:30:37.680 --> 0:30:40.080 the exact same thing. And I can do like a 0:30:40.080 --> 0:30:43.050 heat map of like, opinions and like, I can't wait 0:30:43.050 --> 0:30:45.930 to mess with this thing. All right, in our solar 0:30:45.930 --> 0:30:50.340 eclipse photo competition. Look at this thing. This thing is insane. 0:30:51.120 --> 0:30:55.110 Look at that. Look at this. That is so beautiful. Purple. 0:30:55.110 --> 0:30:57.870 It's got the solar halo. And you got a plane. Oh. 0:30:57.870 --> 0:31:01.650 Second place. Yeah. The plane one's way better. Sorry. Yeah. 0:31:01.650 --> 0:31:06.360 Look at this. Purple. Oh, man. Got some, uh, vapor 0:31:06.360 --> 0:31:12.660 trails there. Yeah. Very cool. All right. Ideas. Toddler intelligence 0:31:12.660 --> 0:31:17.470 to PhD in around four years. That's what, uh, Mira 0:31:17.470 --> 0:31:21.880 Murati just talked about on a podcast. Very interesting. I've 0:31:21.880 --> 0:31:24.790 got this thing. Uh, just don't call it AI if 0:31:24.790 --> 0:31:26.920 you're tired of hearing the word, I have a solution 0:31:26.920 --> 0:31:30.010 for you. Forget. I forget the word. Forget everything about it. 0:31:30.010 --> 0:31:32.770 And now just imagine the addition of hundreds of billions 0:31:32.770 --> 0:31:37.060 of little helpers that people and companies can use to 0:31:37.060 --> 0:31:40.480 do things like white collar work and writing and editing documents, 0:31:40.480 --> 0:31:44.800 responding to emails, doing customer service, making sales calls, etc. 0:31:45.310 --> 0:31:48.850 and taking ideas and turning those into full presentations, books 0:31:48.850 --> 0:31:51.820 or films or whatever, and millions of other tasks that 0:31:51.820 --> 0:31:54.610 otherwise would have not been done at all or would 0:31:54.610 --> 0:31:59.740 have been done slowly or poorly by humans. And we're 0:31:59.740 --> 0:32:01.690 about to have that. That's what we're about to have. 0:32:01.690 --> 0:32:05.620 We're about to have billions of those things, doing tons 0:32:05.620 --> 0:32:10.690 of stuff. I mean, just mountain loads of stuff that 0:32:10.690 --> 0:32:13.630 has never been done before or was being done worse 0:32:13.630 --> 0:32:17.200 by humans. Maybe we should call these things helpers, or 0:32:17.200 --> 0:32:20.410 maybe we should call them whatever, but they're definitely going 0:32:20.410 --> 0:32:23.080 to be very helpful, especially to employees who want to 0:32:23.080 --> 0:32:25.600 do ten x the amount of work, or 100 x 0:32:25.600 --> 0:32:28.270 the amount of work, or 1000 times the amount of 0:32:28.270 --> 0:32:31.150 work that they were doing before, and have it be 0:32:31.150 --> 0:32:35.200 done in a more consistent way or with higher quality. 0:32:35.200 --> 0:32:38.380 And remember, the bar for a human work is low. 0:32:38.380 --> 0:32:40.930 It is very low. If you've ever worked anywhere, if 0:32:40.930 --> 0:32:45.190 you've ever worked with anyone. We are fallible. We make mistakes. 0:32:45.190 --> 0:32:47.860 We are inconsistent. And if you ask a whole bunch 0:32:47.860 --> 0:32:50.080 of experts how to do something, or you have them 0:32:50.080 --> 0:32:53.440 actually do something, the quality level will be vastly different 0:32:53.440 --> 0:32:57.490 and the average worker is just not that good at 0:32:57.490 --> 0:33:01.090 their job and they don't really care that much. I mean, 0:33:01.090 --> 0:33:04.390 that's just a fact. Or I would say maybe not 0:33:04.390 --> 0:33:07.570 the average one, but like right below the average and 0:33:07.570 --> 0:33:10.630 there are millions upon millions of those workers. So we're 0:33:10.630 --> 0:33:15.670 talking about replacing that with better versions, more scalable, more 0:33:15.670 --> 0:33:21.010 consistent and more upgradable, like instantly upgradable. So that's what 0:33:21.010 --> 0:33:24.070 we're about to have billions of those. But don't call 0:33:24.070 --> 0:33:28.270 it AI. Nope, nope, don't call it AI. Because AI 0:33:28.270 --> 0:33:30.850 is annoying. It's an annoying word, so just don't use 0:33:30.850 --> 0:33:33.670 it and you'll be safe. All right. Discovery web check. 0:33:33.670 --> 0:33:36.820 Free and open source tool. Oh, this thing is so cool. 0:33:37.090 --> 0:33:39.910 This thing is so cool. Yeah, I was playing with 0:33:39.910 --> 0:33:42.820 this earlier. Watch this. All right, so first of all, 0:33:42.820 --> 0:33:44.770 you can download it and run it yourself. But they 0:33:44.770 --> 0:33:48.610 also have a web version. So look at the website websites. Cool. 0:33:49.030 --> 0:33:54.000 All right. Is this cool. This is cool. I mean, 0:33:54.000 --> 0:33:57.910 is it valuable? I don't know. But I love it. 0:33:57.910 --> 0:34:00.280 I mean, it's got so much value in here. It's 0:34:00.280 --> 0:34:02.709 just I'm not sure how I'm going to use that value. 0:34:03.410 --> 0:34:07.710 Probably parse the whole thing and ask AI to. Tell 0:34:07.710 --> 0:34:11.280 me what I need to pay attention to and prioritize 0:34:11.280 --> 0:34:15.520 it for me. Give me a turn into a task list. 0:34:15.520 --> 0:34:19.300 That's what I probably do anyway. It's really cool. Hayes 0:34:19.300 --> 0:34:25.420 Labs automated red teaming against Llms Agentic LLM Vulnerability Scanner 0:34:25.420 --> 0:34:28.720 open source tool for fuzzing and stress testing Llms with 0:34:28.719 --> 0:34:33.370 customizable rule sets. Incogni I use another one I think 0:34:33.370 --> 0:34:37.239 I use delete me is very similar to this service 0:34:37.239 --> 0:34:39.729 that removes your personal info from the web to block 0:34:39.730 --> 0:34:45.300 spam calls and protect privacy. Confusion is a muse. This 0:34:45.300 --> 0:34:49.700 is a really cool little article. Talk about. Yeah. You 0:34:49.700 --> 0:34:52.760 don't want to get rid of confusion because it it 0:34:52.760 --> 0:34:57.109 speaks to you, makes you smarter. Complexity expands to fill 0:34:57.110 --> 0:35:01.820 the space available. Mhm. Love it. The winter of content 0:35:01.820 --> 0:35:08.000 how Game of Thrones changed media driving traffic and homogenizing journalism. 0:35:08.000 --> 0:35:12.500 A new salary database created from viral videos. The internet 0:35:12.500 --> 0:35:16.520 is now for bots, not humans, and an impossibly thin 0:35:16.520 --> 0:35:21.020 fabric can cool you down over 16 degrees. I hesitate 0:35:21.020 --> 0:35:24.020 to show these things unless I can buy them, but 0:35:24.020 --> 0:35:26.780 this one was cool enough. I made an exception and 0:35:26.780 --> 0:35:29.719 the recommendation of the week. Get a copy of Meditations 0:35:29.719 --> 0:35:32.960 by Marcus Aurelius and keep it by your bed and 0:35:32.960 --> 0:35:37.009 read some before you go to sleep. Two major benefits one. 0:35:37.010 --> 0:35:40.850 You'll fall asleep faster. Two you will fall asleep feeling 0:35:40.850 --> 0:35:45.350 grateful for your life. I think that's what stoicism does 0:35:45.350 --> 0:35:47.210 for me, and I hope it does it for you 0:35:47.210 --> 0:35:50.690 as well. And the aphorism of the week inspired by love, 0:35:50.719 --> 0:35:57.140 guided by knowledge, inspired by love, guided by knowledge Bertrand Russell. 0:36:00.100 --> 0:36:03.250 Unsupervised Learning is produced and edited by Daniel Miller on 0:36:03.250 --> 0:36:07.870 a Neumann U87 AI microphone using Hindenburg. Intro and outro 0:36:07.870 --> 0:36:11.170 music is by Zomby with the Y, and to get 0:36:11.170 --> 0:36:13.270 the text and links from this episode, sign up for 0:36:13.270 --> 0:36:18.930 the newsletter version of the show at Daniel miessler.com/newsletter. We'll 0:36:18.930 --> 0:36:19.739 see you next time.