WEBVTT - We're All Building a Single Digital Assistant 0:00:02.200 --> 0:00:03.800 Hey, what's up? So I want to talk about where 0:00:03.800 --> 0:00:06.120 I think all this personal AI stuff is going. We've 0:00:06.120 --> 0:00:10.280 been talking about agents since 2025, and now we're talking 0:00:10.280 --> 0:00:13.280 about harnesses. And I think this is all heading in 0:00:13.280 --> 0:00:16.200 the exact same direction. And I initially talked about this 0:00:16.239 --> 0:00:19.040 in 2016, which we could talk about later. But I 0:00:19.040 --> 0:00:21.680 think the direction this is all heading is into a 0:00:21.680 --> 0:00:27.080 single interface, a single interface for handling everything AI related. 0:00:27.080 --> 0:00:29.320 And there are a few pieces that are missing here. 0:00:29.320 --> 0:00:31.160 I think the main thing that we're missing right now 0:00:31.160 --> 0:00:34.480 is that our AI system doesn't have a single entity, 0:00:34.520 --> 0:00:37.040 it doesn't have a single identity, it doesn't have a 0:00:37.040 --> 0:00:40.159 single personality. And I think that is the interface that 0:00:40.159 --> 0:00:42.640 we will move to. I think a bunch of people 0:00:42.640 --> 0:00:45.159 have sort of figured this out. I mean, I believe 0:00:45.159 --> 0:00:48.640 OpenAI is heading in this direction with some sort of device, right? 0:00:48.680 --> 0:00:52.000 They hired Jony Ive to work on some sort of wearable. 0:00:52.000 --> 0:00:54.360 And the idea for them is they want to bypass 0:00:54.360 --> 0:00:56.960 the mobile infrastructure, right? They don't want to deal with 0:00:57.000 --> 0:00:59.120 Apple and the iPhone anymore. They want to have their 0:00:59.120 --> 0:01:02.970 own OS, essentially like an AI OS that basically everything 0:01:02.970 --> 0:01:05.649 goes through and then all their infrastructure and stuff on 0:01:05.650 --> 0:01:08.569 the back end. But I think when we talk about harnesses, 0:01:08.569 --> 0:01:13.690 context engineering, prompt engineering agents, especially like we get stuck 0:01:13.690 --> 0:01:16.490 in the weeds, right? We're talking about, okay, you know, 0:01:16.530 --> 0:01:19.250 what's the best agent framework? What are the best agents, 0:01:19.250 --> 0:01:21.370 what are the best skills? And I think the best 0:01:21.370 --> 0:01:24.130 way to think about this is to imagine all that 0:01:24.130 --> 0:01:26.850 stuff abstracted away. And the way I like to think 0:01:26.850 --> 0:01:29.410 about this is to and I learned this when I 0:01:29.410 --> 0:01:31.850 was at Apple and we got this DNA, I believe 0:01:31.850 --> 0:01:34.530 we stole it. A lot of it from Amazon, actually. 0:01:34.530 --> 0:01:38.290 It's the concept of reversing backwards to go to like 0:01:38.330 --> 0:01:41.170 into the future where you believe you see some sort 0:01:41.170 --> 0:01:43.530 of outcome that you want, a product that you want 0:01:43.530 --> 0:01:45.690 or a future that you believe is going to happen. 0:01:45.690 --> 0:01:48.850 And you basically articulate that and you say, okay, this 0:01:48.850 --> 0:01:50.890 is the thing that I think people want. This is 0:01:50.890 --> 0:01:53.690 the thing that I think people will, you know, resonate 0:01:53.690 --> 0:01:56.850 with and ultimately really enjoy. And then you say, okay, 0:01:56.890 --> 0:01:59.950 what is a, they call it a PR, a public release. 0:01:59.950 --> 0:02:02.230 What does a release look like? Right. And then they 0:02:02.270 --> 0:02:06.230 work backwards. So I've been thinking this way since 2014 0:02:06.230 --> 0:02:09.030 or something. So in 2016, I wrote this shitty book, 0:02:09.030 --> 0:02:10.630 which you don't have to read because I turned it 0:02:10.630 --> 0:02:13.190 into a blog post, but I basically said that everything 0:02:13.190 --> 0:02:15.350 is heading in this direction of you're going to have 0:02:15.350 --> 0:02:18.510 a single day, which is an AI, a single AI 0:02:18.669 --> 0:02:21.510 digital assistant, which is going to be your conduit. It's 0:02:21.510 --> 0:02:24.190 going to be your buddy, your friend, and most importantly, 0:02:24.190 --> 0:02:27.389 your digital assistant knows everything about you. Okay. That is 0:02:27.389 --> 0:02:31.190 like the primary concept from this book in 2016. This 0:02:31.190 --> 0:02:34.669 thing knows everything about you. It knows your work, your life, 0:02:34.669 --> 0:02:37.549 your relationships. It knows what you struggle with. It knows 0:02:37.550 --> 0:02:39.950 what your strengths are. It knows what your weaknesses are. 0:02:39.990 --> 0:02:42.389 It knows what you're trying to accomplish, right? So if 0:02:42.389 --> 0:02:45.350 you look at all my various projects, well, first being 0:02:45.510 --> 0:02:49.070 that that thing in 2016, but also you look at substrate, 0:02:49.070 --> 0:02:52.470 most importantly, you look at telos, if you're familiar with 0:02:52.470 --> 0:02:55.230 that at all. So telos is essentially a system for 0:02:55.230 --> 0:02:58.560 defining yourself, just defining what your goals are, what your 0:02:58.560 --> 0:03:01.760 problems are that you're working on, and essentially having all 0:03:01.800 --> 0:03:03.840 that in one place. Like what are my challenges? What 0:03:03.840 --> 0:03:06.720 are my projects? You know, what are my budget? You know, 0:03:06.760 --> 0:03:09.079 if this is a company versus a person, what is 0:03:09.080 --> 0:03:11.200 the team that I'm dealing with? What are the different 0:03:11.200 --> 0:03:14.320 dynamics there? What is the active work that's going on? 0:03:14.320 --> 0:03:17.960 So the idea is to have all this clearly articulated 0:03:17.960 --> 0:03:21.359 inside of a system, right? And then with that context, 0:03:21.400 --> 0:03:25.120 your digital assistant can then basically monitor this. The other 0:03:25.120 --> 0:03:27.919 crazy concept here that's very much related that I've talked 0:03:27.919 --> 0:03:30.360 about a bunch in the last year, is this concept 0:03:30.360 --> 0:03:34.800 of ideal state and the concept of current state. So 0:03:34.800 --> 0:03:36.840 the cool thing about all this AI stuff and all 0:03:36.840 --> 0:03:39.600 these agents is that they can constantly gather, they can 0:03:39.600 --> 0:03:44.960 constantly go and collect context, you know, research, knowledge, facts, 0:03:45.000 --> 0:03:49.640 activities happening in the world, news signal from different sources. 0:03:49.640 --> 0:03:53.600 It can always be gathering, but here is the central concept. Okay, 0:03:53.640 --> 0:03:56.660 your Da, I'm just going to use mine. Mine's name 0:03:56.660 --> 0:04:00.860 is Chi. Chi for me is constantly going and collecting things. 0:04:00.860 --> 0:04:04.940 He is constantly collecting and organizing knowledge for me inside 0:04:04.940 --> 0:04:08.100 of my system, which my harness is called Pi. It's 0:04:08.140 --> 0:04:11.580 actually a public repo. It's an open source project releasing 0:04:11.660 --> 0:04:14.140 5.0 about to come out, so you should get that 0:04:14.140 --> 0:04:16.300 very soon. Might actually be out by the time you 0:04:16.339 --> 0:04:20.099 watch this, but this infrastructure is not designed to be agents. 0:04:20.100 --> 0:04:22.940 It's not designed to be AI tools. It's not designed 0:04:22.940 --> 0:04:25.420 to be workflows. It's not designed to be any of that. 0:04:25.420 --> 0:04:29.659 It's designed to be the back end infrastructure for context 0:04:29.700 --> 0:04:35.980 to collection and management. For my specific individual unitary digital 0:04:35.980 --> 0:04:39.740 assistant whose name is Chi, I intend to interact with Chi. 0:04:40.180 --> 0:04:44.260 Chi then understands everything about me, all my preferences, everything 0:04:44.260 --> 0:04:47.060 I'm trying to do in my world, in my life, 0:04:47.060 --> 0:04:50.539 in my work, with my friends, with my relationships. And 0:04:50.540 --> 0:04:54.990 this is the backplane. This is the foundation of everything 0:04:54.990 --> 0:04:57.950 that is happening in my AI life. Okay, this is 0:04:57.950 --> 0:05:00.750 the direction I think everyone is going to go. I 0:05:00.750 --> 0:05:02.390 don't know if it's going to happen, really, if it's 0:05:02.390 --> 0:05:05.469 going to kick off in 2026, because we still seem 0:05:05.470 --> 0:05:08.270 pretty obsessed with like agents, but it's starting to happen. 0:05:08.270 --> 0:05:10.230 I feel like it's starting to happen because there's more 0:05:10.230 --> 0:05:13.109 and more talk of harnesses. And I think the next 0:05:13.110 --> 0:05:15.909 thing we figure out after harness is, is that we 0:05:15.910 --> 0:05:19.630 actually just want a single person, a single entity to 0:05:19.670 --> 0:05:22.630 interact with. And because we are humans, we want that 0:05:22.630 --> 0:05:25.710 to be someone with a personality and a memory. Now, 0:05:25.750 --> 0:05:28.469 Open Claw kind of helped push this along a decent 0:05:28.470 --> 0:05:31.990 amount because it was somebody who was proactive. This is 0:05:31.990 --> 0:05:35.349 a major, major feature that's required that previous agents didn't 0:05:35.350 --> 0:05:38.270 have proactivity. Right. The fact that you can give it 0:05:38.270 --> 0:05:40.670 some things that you care about to some degree, right? 0:05:40.710 --> 0:05:42.430 And it puts it in a text file or whatever. 0:05:42.430 --> 0:05:44.550 And it could just like check on them regularly. You 0:05:44.550 --> 0:05:47.470 could like check a scheduled tasks, right? This kind of 0:05:47.510 --> 0:05:49.910 moved it forward a little bit. Yeah. So I put 0:05:49.910 --> 0:05:54.250 together this personal AI maturity model And this, ironically, was 0:05:54.250 --> 0:05:56.929 a couple of weeks right before Opencore came out, which 0:05:56.970 --> 0:05:59.250 I can't even remember. The first name went through like 0:05:59.250 --> 0:06:02.050 four names, but this was right before that happened, which 0:06:02.050 --> 0:06:04.409 I was very happy to see it come out after this. 0:06:04.410 --> 0:06:07.490 And I'm like, okay, cool. This is definitely catching on. So, 0:06:07.490 --> 0:06:10.450 so check this out. The concept here is you move 0:06:10.450 --> 0:06:13.170 through these stages and I've got three different stages for this. 0:06:13.170 --> 0:06:16.850 I've got chat bots, which is like you're talking to ChatGPT. 0:06:16.890 --> 0:06:20.050 That's level one. Level two is agents. And then everyone 0:06:20.050 --> 0:06:22.970 knows what agents are. I mean, that's 2025 is when 0:06:22.970 --> 0:06:25.770 that kicked off like full steam. And who knows where 0:06:25.770 --> 0:06:27.690 we are right now. This is a little bit out 0:06:27.730 --> 0:06:30.729 of date. I would say we're still around ag2, although 0:06:30.770 --> 0:06:33.490 it's not clean lines, right? So you have like in 0:06:33.490 --> 0:06:37.850 some sense we're already ag3 and moving into As1 again. 0:06:37.850 --> 0:06:41.330 Opencore really helped us try to move into As1, but 0:06:41.330 --> 0:06:44.289 the key point is that we're moving from agents to 0:06:44.330 --> 0:06:46.970 the next thing, which is assistance. And these are the 0:06:46.970 --> 0:06:49.090 different levels. So you have three different levels of the 0:06:49.089 --> 0:06:51.250 chat like phase that we went through. We got three 0:06:51.300 --> 0:06:54.539 different levels of agents that we went through. At first 0:06:54.540 --> 0:06:58.820 it's just basic CLI, basic web interfaces, transactional, and there's 0:06:58.820 --> 0:07:00.740 kind of no memory. You just ask a question, it 0:07:00.740 --> 0:07:02.780 comes back, it goes and does stuff. It's cool. Then 0:07:02.779 --> 0:07:07.219 you've got basic voice interaction ag3 you've got extensive voice interaction, right? 0:07:07.260 --> 0:07:10.420 So the features ramp up and, you know, as they 0:07:10.420 --> 0:07:13.020 get ready to move into the next phase. And then 0:07:13.020 --> 0:07:15.180 what we're moving into, which is the whole point of 0:07:15.180 --> 0:07:19.900 this video is we're moving towards assistance, right? Personality can 0:07:19.900 --> 0:07:25.100 see and hear around you goal monitoring and personal persistent personality, right? 0:07:25.140 --> 0:07:27.140 We don't really have that yet. We've got a bunch 0:07:27.140 --> 0:07:30.420 of startups who have made like, you know, virtual boyfriends 0:07:30.420 --> 0:07:34.180 and virtual girlfriends and, you know, virtual best friends. And 0:07:34.180 --> 0:07:37.180 that's a whole space that's like taking off massively. But 0:07:37.180 --> 0:07:40.020 guess what? Those tend to not have the functionality of 0:07:40.020 --> 0:07:43.100 the whole professional system that we work in, which is, 0:07:43.140 --> 0:07:45.700 you know, the agent system up here, right? So my 0:07:45.700 --> 0:07:48.300 whole point to you is that this is the direction 0:07:48.300 --> 0:07:51.520 it's heading towards assistance, but it's combining all of this 0:07:51.520 --> 0:07:54.480 agent stuff into the assistant stuff. So I think that's 0:07:54.480 --> 0:07:57.080 the direction that we're going. And I think it's just 0:07:57.080 --> 0:07:59.800 going to be extremely powerful. Right. And I want to 0:07:59.800 --> 0:08:02.720 talk just about like a bunch of these different things 0:08:02.720 --> 0:08:06.440 that are happening around this. So the main concept is 0:08:06.440 --> 0:08:10.000 that the human life, the life of the principal, which 0:08:10.000 --> 0:08:12.640 is like the, the center, the human that is running 0:08:12.640 --> 0:08:14.920 all this, I call it the principal kind of like 0:08:14.960 --> 0:08:17.720 executive protection or whatever. My concept here is that the 0:08:17.720 --> 0:08:21.160 principal is at the center of the, the whole system, right? 0:08:21.200 --> 0:08:23.800 None of this tech matters. None of this AI matters. 0:08:23.800 --> 0:08:26.760 None of these agents matter if they're not doing something 0:08:26.760 --> 0:08:29.120 for a human right. The whole purpose of all of 0:08:29.120 --> 0:08:32.280 this is to have human things happen, right? And human 0:08:32.280 --> 0:08:35.800 things be optimized. And, you know, it's improving the life 0:08:35.800 --> 0:08:38.080 of the principal of the human at the center of 0:08:38.080 --> 0:08:41.360 all of this. Okay, so back in late 23, I 0:08:41.360 --> 0:08:44.400 think I finally posted this thing in early 24. I've 0:08:44.400 --> 0:08:47.440 been talking about this concept of augmented, right? So I 0:08:47.440 --> 0:08:49.490 had this augmented course, I believe it was one of 0:08:49.490 --> 0:08:52.330 the first AI courses out there. And essentially what I 0:08:52.330 --> 0:08:56.050 wanted to talk about was how AI to me has 0:08:56.050 --> 0:08:58.530 never been about the tools and the websites and all 0:08:58.530 --> 0:09:01.690 the different, you know, chatbots or whatever. It's about this, 0:09:01.730 --> 0:09:03.850 it's about a human life. It's about what you could 0:09:03.850 --> 0:09:06.370 do in your life and how you can improve your 0:09:06.370 --> 0:09:09.570 life using all these tools as like the back end, right? 0:09:09.610 --> 0:09:12.530 So what I encourage everyone to do is basically come 0:09:12.530 --> 0:09:15.570 up with, what are your actual challenges? What are the components? 0:09:15.570 --> 0:09:18.250 What are the different workflows and little pieces that you 0:09:18.250 --> 0:09:21.650 can turn into a granular problem that AI can help 0:09:21.650 --> 0:09:24.610 you solve, right? So over here, there's security things, there's 0:09:24.610 --> 0:09:28.170 personal things, there's knowledge things, education things, right? And then 0:09:28.210 --> 0:09:31.089 you basically turn that into workflows that you can then 0:09:31.090 --> 0:09:34.250 execute AI on, right? So I've got like ideas here. 0:09:34.250 --> 0:09:36.730 You have like an idea, a random idea for like 0:09:36.770 --> 0:09:38.690 an essay or something, right? And you can turn it 0:09:38.690 --> 0:09:41.170 into an essay. You could then turn that into a 0:09:41.210 --> 0:09:44.849 LinkedIn post, right? And this is all using those individual components, 0:09:44.850 --> 0:09:47.050 but it all comes back to something that you care 0:09:47.150 --> 0:09:50.270 about as a human. Here's another example. Since my background 0:09:50.270 --> 0:09:53.510 is in security, like you can do analyze incident, and 0:09:53.510 --> 0:09:55.750 this just becomes a workflow that you can do. In 0:09:55.750 --> 0:09:57.949 this case, this is inside of a tool called fabric, 0:09:57.950 --> 0:10:00.750 which is now part of my Pi project. But you 0:10:00.750 --> 0:10:03.670 can essentially go and analyze an incident. You just paste 0:10:03.670 --> 0:10:06.310 in content and boom, it puts out an incident with 0:10:06.309 --> 0:10:09.030 great formatting like this. And this is kind of well 0:10:09.070 --> 0:10:11.829 known now, but it wasn't really known back in 2023. 0:10:11.870 --> 0:10:14.190 This was one of my favorite workflows. This one's called 0:10:14.190 --> 0:10:16.589 Extract Wisdom. I still use it to this day. You 0:10:16.590 --> 0:10:19.630 can basically take any video and pull out like the 0:10:19.630 --> 0:10:22.270 most interesting content from it, and you could then do 0:10:22.270 --> 0:10:24.630 something with it. Again, you can go and write something, 0:10:24.630 --> 0:10:27.030 you could create a video about it, do whatever. So 0:10:27.070 --> 0:10:29.630 see something you like, capture it for later in a 0:10:29.630 --> 0:10:31.990 format that you can share, right? And all of those 0:10:31.990 --> 0:10:34.949 can be little individual workflows. So all of this to 0:10:34.990 --> 0:10:37.989 say that this concept of the human at the center 0:10:37.990 --> 0:10:41.030 doing their life things to me has always been the 0:10:41.030 --> 0:10:44.710 point of any technology and especially AI. So this is 0:10:44.710 --> 0:10:48.720 why I believe and why I have not stopped believing 0:10:48.720 --> 0:10:51.439 that the direction for all of this is this single 0:10:51.440 --> 0:10:55.560 interaction point with a personality that knows us better than anyone, 0:10:55.559 --> 0:10:59.800 probably better than our significant others, and can constantly help 0:10:59.800 --> 0:11:02.319 us advocate for that stuff. Okay, so let me show 0:11:02.320 --> 0:11:04.600 you what that looked like originally when I wrote this 0:11:04.640 --> 0:11:07.000 in 2016. Again, this is the book which you don't 0:11:07.000 --> 0:11:08.880 have to read because guess what? It's a blog post. 0:11:08.880 --> 0:11:10.920 It's free. But if we click up here and we 0:11:10.920 --> 0:11:15.280 go to digital assistants, most visible and significant role for 0:11:15.280 --> 0:11:18.480 synthetic intelligence, I don't know why I called it synthetic. Basically, 0:11:18.480 --> 0:11:21.679 I made the argument that it's not artificial, okay? It's 0:11:21.679 --> 0:11:24.080 just different from us. So we should call it synthetic 0:11:24.080 --> 0:11:27.160 instead of artificial. Kind of stupid. A computer system that 0:11:27.160 --> 0:11:31.200 can monitor human contacts, intentions and commands, interpret them, take 0:11:31.240 --> 0:11:34.560 action as well or better than a human professional personal assistant. 0:11:34.559 --> 0:11:36.600 So that was the idea for a day. And if 0:11:36.600 --> 0:11:38.880 we just look down here, not just that there will 0:11:38.880 --> 0:11:41.560 be intelligent, but that they'll know our preferences, they'll be 0:11:41.600 --> 0:11:44.280 able to adjust the world to our liking. So the 0:11:44.380 --> 0:11:47.020 other concept here that goes with this is kind of 0:11:47.059 --> 0:11:50.179 everything getting APIs. That was like the second idea from 0:11:50.179 --> 0:11:52.940 this set of concepts from this book. So it's like 0:11:52.980 --> 0:11:56.420 you talk to your AI, your Da who is named. 0:11:56.420 --> 0:11:59.660 So I talked to Kai. The world is full of APIs. 0:11:59.700 --> 0:12:02.699 All the companies are APIs, all the different services and 0:12:02.700 --> 0:12:06.699 products and the restaurants and the companies. They're all different APIs. 0:12:06.700 --> 0:12:09.059 And when I want to do something like I want to, hey, 0:12:09.059 --> 0:12:10.579 I want to buy this product, you know, I want 0:12:10.580 --> 0:12:13.220 to schedule a trip or whatever. I tell Kai. Kai 0:12:13.380 --> 0:12:16.140 then goes and scours, looks at a bunch of lists 0:12:16.140 --> 0:12:18.939 of like the best restaurant or the best Thai food 0:12:18.940 --> 0:12:21.580 or the best like place to buy a shirt or 0:12:21.620 --> 0:12:23.740 the best place to do a vacation for the cheapest 0:12:23.740 --> 0:12:26.660 amount of, you know, money or whatever. And he can 0:12:26.660 --> 0:12:28.620 go and research all of that and come back to 0:12:28.620 --> 0:12:30.740 me and present it to me somehow, which the third 0:12:30.740 --> 0:12:33.980 piece was, okay, custom interfaces. So we're not going to 0:12:33.980 --> 0:12:37.179 be using the interfaces provided by the service provider. Our 0:12:37.220 --> 0:12:39.660 Da is going to custom make us interfaces. So that 0:12:39.660 --> 0:12:41.860 was another of the big ideas here. And what I 0:12:41.860 --> 0:12:45.309 said here was this will change how we interact with everything. 0:12:45.309 --> 0:12:49.390 So instead of physically manipulating technology, much of which has 0:12:49.390 --> 0:12:53.429 widely varied interfaces, you have to find it, learn the interface, whatever, 0:12:53.429 --> 0:12:56.429 start using it in some way. We switched to guess 0:12:56.429 --> 0:13:01.470 what voice gestures, text part of our natural human communication paradigm. 0:13:01.470 --> 0:13:04.309 So this is why I think this stuff is predictable. 0:13:04.309 --> 0:13:06.270 And I talked about this in the beginning of the book. 0:13:06.309 --> 0:13:10.030 You can't predict tech, you can't predict implementations, you can't 0:13:10.030 --> 0:13:12.710 predict who's going to win. You can't predict what company 0:13:12.750 --> 0:13:15.190 is going to like beat out the other company, what 0:13:15.230 --> 0:13:17.069 order the tech is going to come out. But what 0:13:17.070 --> 0:13:19.310 I think you can predict, and this was kind of 0:13:19.309 --> 0:13:21.550 the basis of the whole thing and the basis of 0:13:21.550 --> 0:13:24.310 this whole video as well, is you can predict to 0:13:24.350 --> 0:13:27.710 some degree what humans want because it doesn't really change. 0:13:27.710 --> 0:13:30.069 What we want is we want to feel seen, we 0:13:30.070 --> 0:13:33.430 want to feel understood, we want to have a close relationship. 0:13:33.429 --> 0:13:35.670 We like to have a trusted relationship. And one of 0:13:35.670 --> 0:13:38.470 the cool things is that billionaires or, you know, people 0:13:38.470 --> 0:13:40.070 who make a lot of money, one of the things 0:13:40.070 --> 0:13:42.970 they say helps them more than anything is having a really, 0:13:42.970 --> 0:13:45.690 really high quality assistant. So I think this has always 0:13:45.690 --> 0:13:48.090 been a thing that we would want when we could 0:13:48.090 --> 0:13:50.610 have it. So this is why I'm so locked onto 0:13:50.610 --> 0:13:54.250 this model of a single D a that you do 0:13:54.250 --> 0:13:58.530 all interaction through, right? So instead of interacting with technology directly, 0:13:58.530 --> 0:14:01.090 we will interact with our Da. Our Da will work 0:14:01.090 --> 0:14:04.610 out the details with the necessary daemon API. We speak, 0:14:04.650 --> 0:14:07.770 things happen, we gestures, things happen, we text, things happen. 0:14:07.770 --> 0:14:10.970 No need to fine understand or master new tech. That's 0:14:10.970 --> 0:14:14.330 for the service and your Da. My key to work 0:14:14.370 --> 0:14:17.610 out amongst themselves, right? Digital assistants will become the preferred 0:14:17.610 --> 0:14:21.090 interface between humans and the world in a disruptive and 0:14:21.090 --> 0:14:25.130 foundational way, right? So that's, that's what I'm essentially talking 0:14:25.130 --> 0:14:27.250 about still to this day. All right. I want to 0:14:27.250 --> 0:14:30.050 give some more examples of just like real world stuff, right? 0:14:30.090 --> 0:14:32.610 So if you're watching this, you're probably somebody who likes 0:14:32.610 --> 0:14:36.330 to optimize. You're probably already deep into the agent ecosystem 0:14:36.330 --> 0:14:39.130 or thinking about going in that direction. And I was 0:14:39.130 --> 0:14:41.260 just sitting, I was having a friend with my buddy 0:14:41.260 --> 0:14:44.100 Will recently, and we were just talking, and I was 0:14:44.100 --> 0:14:46.260 trying to explain this whole concept to him of like, 0:14:46.300 --> 0:14:48.420 why I think this is the direction everything's going to 0:14:48.420 --> 0:14:51.180 go and why I think all this agent stuff and 0:14:51.180 --> 0:14:54.340 the harness stuff just fades into the background because it's 0:14:54.340 --> 0:14:58.260 just infrastructure that's going to be used by your Da. Okay. 0:14:58.300 --> 0:15:01.580 So as we were talking, I'm like, okay, so what 0:15:01.580 --> 0:15:04.380 cool ideas have we had in the course of this conversation? 0:15:04.380 --> 0:15:06.460 And what is going to be done with those ideas? 0:15:06.460 --> 0:15:08.860 And the answer is, well, did we write them down? 0:15:08.860 --> 0:15:11.740 Do we have a recording device? Is that recording device 0:15:11.740 --> 0:15:14.940 somehow capturing things? Okay, that's fine. If it captured it now, 0:15:14.940 --> 0:15:17.820 what can it do with it? If I care about 0:15:17.820 --> 0:15:22.420 conversations where we have really cool interactions and he gives 0:15:22.420 --> 0:15:25.140 me ideas, I give him ideas. I want that to 0:15:25.180 --> 0:15:28.180 be always captured. Okay. If I'm reading a book and 0:15:28.180 --> 0:15:30.460 I'm like, oh, this is really cool. I want my 0:15:30.500 --> 0:15:33.100 Da to be watching over my shoulder, looking at the 0:15:33.100 --> 0:15:35.700 book and when I say, oh, wow, this is really cool. 0:15:35.740 --> 0:15:38.740 My Da is looking at the page and can extract 0:15:38.840 --> 0:15:40.640 what I meant and make a note of it. If 0:15:40.640 --> 0:15:43.120 I say, oh man, that's really cool, well, that should 0:15:43.120 --> 0:15:45.000 be extracted out to make a note of it. That 0:15:45.000 --> 0:15:48.120 should go into some sort of infrastructure which is waiting 0:15:48.160 --> 0:15:50.520 to be followed up on, or I'm going to write 0:15:50.520 --> 0:15:52.480 a piece about it, or I'm going to make a 0:15:52.480 --> 0:15:54.440 video about it, or I'm just going to think about it. 0:15:54.440 --> 0:15:56.000 Maybe I'm not going to do anything. I just want 0:15:56.000 --> 0:15:58.280 to be able to remember that we had the conversation 0:15:58.280 --> 0:16:01.080 and this useful thing came out of it, right? So 0:16:01.120 --> 0:16:04.160 there are just a million examples of this. Okay, let's 0:16:04.160 --> 0:16:07.040 just break down a person's life. Let's say they do 0:16:07.040 --> 0:16:10.000 lots of research. Let's say they do security research. Again, 0:16:10.000 --> 0:16:12.640 because my background security. So it's like I'm thinking about 0:16:12.640 --> 0:16:16.440 vulnerability research. I'm thinking about threat intelligence. I'm thinking about 0:16:16.440 --> 0:16:19.560 what are the latest attackers doing all that kind of stuff, 0:16:19.560 --> 0:16:23.479 that stuff. Kai should be collecting. Kai actually is collecting 0:16:23.480 --> 0:16:26.720 all of that stuff, collecting, organizing, trying to see if 0:16:26.720 --> 0:16:28.760 it applies to any of the tech stacks that we 0:16:28.760 --> 0:16:31.640 work with. Does it apply to any of the customers 0:16:31.680 --> 0:16:34.800 that I advise for? Right. Oh, there's a million different 0:16:34.800 --> 0:16:38.330 things that can be done at any given moment that 0:16:38.330 --> 0:16:40.570 if that was the only thing that I had time 0:16:40.570 --> 0:16:42.170 to do, I would do it. If I had the 0:16:42.170 --> 0:16:44.850 time to do these things, I would physically be doing 0:16:44.850 --> 0:16:47.290 them myself. I don't have time for them because there 0:16:47.330 --> 0:16:49.730 are thousands of them. Guess what can do it? A 0:16:49.730 --> 0:16:52.250 whole army of agents, right? But I can't talk to 0:16:52.290 --> 0:16:53.890 an army of agents. How am I going to talk 0:16:53.890 --> 0:16:56.130 to an army of agents? I just talk to Kai. 0:16:56.170 --> 0:16:59.970 Kai has all the context. Kai knows what my ideal 0:16:59.970 --> 0:17:02.450 state is. Kai knows what I'm trying to do in 0:17:02.450 --> 0:17:05.210 the world, what all my goals are. And check this out. 0:17:05.210 --> 0:17:07.890 This is like one of the primary ideas here, okay? 0:17:07.930 --> 0:17:11.010 This is like the centerpiece of the entire tech stack 0:17:11.010 --> 0:17:13.410 in my opinion. This is where this is going. Your 0:17:13.410 --> 0:17:18.010 single Da will have basically one prime directive. Know what 0:17:18.010 --> 0:17:21.330 your current state is from reading all these APIs, from 0:17:21.330 --> 0:17:24.970 pulling all this context from it can see your heartbeat, right? 0:17:25.010 --> 0:17:27.290 It can see your depression level. It could hear the 0:17:27.290 --> 0:17:29.290 tone of your voice. It could see if you've worked 0:17:29.290 --> 0:17:31.290 out recently, you could see if you're fighting with your 0:17:31.290 --> 0:17:33.210 significant other. You could see if you haven't talked to 0:17:33.210 --> 0:17:35.530 your friends, what is your current state? What is your 0:17:35.710 --> 0:17:38.630 desired state? What is your ideal state that is captured 0:17:38.630 --> 0:17:41.310 in your telos that is captured as part of. In 0:17:41.350 --> 0:17:44.869 my case, my Pi personal AI infrastructure. Right. That is 0:17:44.869 --> 0:17:49.030 very clear. Kai is watching this constantly when my Diet 0:17:49.030 --> 0:17:52.590 Coke runs out. If the restaurant has a slash menu 0:17:52.590 --> 0:17:55.710 and a slash order API, I could request a Diet Coke. 0:17:55.750 --> 0:17:59.430 It beeps in the back and my friend the waiter 0:17:59.430 --> 0:18:02.109 comes over and brings it over. Or a robot rolls 0:18:02.109 --> 0:18:04.430 out and brings it over, or it drops from the ceiling. 0:18:04.430 --> 0:18:06.350 Who fucking knows how it's going to happen, right? Who 0:18:06.350 --> 0:18:08.150 knows who's going to get there? This type of stuff 0:18:08.150 --> 0:18:11.869 is not predictable. What is predictable is when my Diet 0:18:11.869 --> 0:18:15.070 Coke runs out. Humans would like their Diet Coke not 0:18:15.070 --> 0:18:17.270 to be run out. They would like to have more 0:18:17.310 --> 0:18:19.990 Diet Coke. That's the way it works, right? So some 0:18:19.990 --> 0:18:23.629 of these things are so predictable. What's predictable? The conversation 0:18:23.630 --> 0:18:25.990 I'm having with Will, we want to record that and 0:18:25.990 --> 0:18:28.870 extract cool stuff out of it? That is extremely predictable. 0:18:28.910 --> 0:18:32.070 Having the best meal experience, having the best food at 0:18:32.070 --> 0:18:35.000 the best restaurant. Okay. The other example that I have, 0:18:35.000 --> 0:18:37.240 I don't have kids myself, but I was painting a 0:18:37.240 --> 0:18:40.040 picture for him of like, okay, my daughter, she is 0:18:40.040 --> 0:18:43.040 in college in New York City. It's late there. And 0:18:43.080 --> 0:18:45.280 you know, she's walking home right now. So Kai is 0:18:45.280 --> 0:18:47.760 telling me in my ear while I'm talking to Will, 0:18:47.800 --> 0:18:50.880 that she's walking down the street. There's actually someone following her. 0:18:50.920 --> 0:18:53.359 How do I know that? How does Kai know that? 0:18:53.359 --> 0:18:57.080 Because her Da reports this kind of stuff when she 0:18:57.080 --> 0:19:00.080 goes for a walk by herself, or she's walking back 0:19:00.080 --> 0:19:03.199 to her apartment from her dorm or whatever? Again, I 0:19:03.200 --> 0:19:05.480 don't have kids. I'm just making this up. But she's 0:19:05.480 --> 0:19:08.679 wearing some sort of necklace or EarPods or whatever it 0:19:08.680 --> 0:19:11.280 is that allows her Da to see in front of 0:19:11.280 --> 0:19:13.639 her and see behind her, maybe to the sides or whatever, 0:19:13.640 --> 0:19:16.439 and that kind of stuff. Her Da knows to report 0:19:16.440 --> 0:19:19.200 that to Kai right now. Kai is watching that all 0:19:19.200 --> 0:19:21.520 the time, right? Because her Da is sending it all 0:19:21.520 --> 0:19:23.840 the time to Kai, right? Because that's an agreement I 0:19:23.840 --> 0:19:26.280 have with my daughter. She's okay with that, right? Doesn't 0:19:26.280 --> 0:19:28.480 normally interrupt me, but right now, in the middle of 0:19:28.480 --> 0:19:32.360 this conversation with Wil, it's like, hey, Bing, what's going on? Yeah. 0:19:32.359 --> 0:19:35.820 So Julie, she's currently being followed. I just called, you know, 0:19:35.859 --> 0:19:38.540 neighborhood watch, and someone just came out and she's being 0:19:38.540 --> 0:19:42.620 escorted now. It's all okay. Think about what is possible here. Okay. 0:19:42.660 --> 0:19:44.860 This is where it starts to get a little bit crazy, 0:19:44.859 --> 0:19:49.620 but it's extremely not crazy. It's extremely tangible and possible. 0:19:49.619 --> 0:19:53.060 And this is like literally what I'm moving towards with Pi. 0:19:53.100 --> 0:19:56.780 I'm literally building this now instead of building like more 0:19:56.780 --> 0:20:00.020 and more optimizations because I'm super guilty of like deep 0:20:00.020 --> 0:20:02.300 diving on all the agents and how they talk to 0:20:02.300 --> 0:20:04.620 each other, blah, blah, blah. No, this is where things 0:20:04.619 --> 0:20:07.540 are going. This is where everyone will be in two years. 0:20:07.540 --> 0:20:09.620 So kind of the whole point of this video is 0:20:09.619 --> 0:20:11.900 to like let you know this. So you could just 0:20:11.900 --> 0:20:14.900 be like, oh crap, and like jump way ahead in 0:20:14.900 --> 0:20:17.860 this timeline, right? But think about this. Okay, guess what 0:20:17.859 --> 0:20:20.500 else is is spinning up right now. It's nowhere near 0:20:20.500 --> 0:20:23.859 as advanced as like the agent stuff, but robotics. Okay, 0:20:23.900 --> 0:20:26.820 what if she had a dog with her little robotic dog? 0:20:26.820 --> 0:20:28.740 And by the way, I'm still afraid of those because 0:20:28.780 --> 0:20:30.900 of the Black Mirror episode, but she's got a little 0:20:30.900 --> 0:20:33.590 robotic dog. It has all the cameras. What if the 0:20:33.590 --> 0:20:36.910 moment she left because the sun was down, her little drone. 0:20:36.910 --> 0:20:39.670 It's like this big just flies over her head. So 0:20:39.790 --> 0:20:43.430 Kai is watching a top down view of her going from, 0:20:43.470 --> 0:20:45.830 you know, the dorm or whatever class she was in 0:20:45.830 --> 0:20:48.190 at the college, walking to the apartment. It could just 0:20:48.190 --> 0:20:50.910 watch her the whole way, could see people coming and going. 0:20:50.950 --> 0:20:54.109 It's watching the police radio. Her Da is watching the 0:20:54.109 --> 0:20:57.109 police radio. Her Da is also watching the drone. This 0:20:57.109 --> 0:21:01.230 is awareness, okay? There's nothing humans care more about than 0:21:01.270 --> 0:21:05.350 like protecting their loved ones. Like being attractive, being interesting, 0:21:05.510 --> 0:21:10.470 essentially survival and reproduction. If you reverse engineer survival and reproduction, 0:21:10.470 --> 0:21:14.070 you will very quickly get to a trusted Da that 0:21:14.070 --> 0:21:17.550 can do everything for you and understands everything about your life, 0:21:17.550 --> 0:21:20.830 and can monitor and listen to and see everything in 0:21:20.830 --> 0:21:24.470 your life. Okay, so eventually, you know, way in the future, 0:21:24.470 --> 0:21:26.910 ten years in the future, 15 years in the future, 0:21:26.910 --> 0:21:30.110 when she's walking, she'll have like four robots for like 0:21:30.290 --> 0:21:34.090 optimists or whoever's making robots at the time walking with her. Right. 0:21:34.090 --> 0:21:35.369 I would have to make a lot of money to 0:21:35.410 --> 0:21:38.130 be able to afford four robots, presumably. But she could 0:21:38.130 --> 0:21:40.170 have an escort. Okay, if she's going through a bad 0:21:40.170 --> 0:21:43.409 part of town or whatever. Plus the drones, right? I mean, 0:21:43.450 --> 0:21:45.969 this is the type of situation where these Das are 0:21:45.970 --> 0:21:50.290 going to be able to deploy extra sensors, extra Intel gathering, 0:21:50.330 --> 0:21:54.610 use extra tokens to do whatever matters to that principle. 0:21:54.609 --> 0:21:56.609 In this case, I'm the principal. I have things I 0:21:56.650 --> 0:21:59.690 care about, which includes my daughter. And I am, you know, 0:21:59.730 --> 0:22:04.050 implementing Kai on my behalf. And her Da is implementing 0:22:04.050 --> 0:22:07.410 the resources that they have to protect this resource, which 0:22:07.410 --> 0:22:10.850 is my daughter. Right? So that extends to everything that 0:22:10.850 --> 0:22:15.050 extends to a company protecting its resources and its employees. And, 0:22:15.090 --> 0:22:17.410 you know, everything you're trying to do in life. Just 0:22:17.410 --> 0:22:21.770 think about this. 24 seven using a giant army of agents, 0:22:21.770 --> 0:22:24.170 which is all this harness stuff that we're doing, all 0:22:24.170 --> 0:22:27.409 the Intel gathering, all the different skills and capabilities that 0:22:27.410 --> 0:22:31.619 tech has, except for it's yours. It is your day 0:22:31.820 --> 0:22:35.500 watching that millions of things at once. Thousands of things 0:22:35.500 --> 0:22:38.020 at once, right? It has to scale up, right? With 0:22:38.020 --> 0:22:40.540 time and, you know, having enough compute and all this stuff. 0:22:40.540 --> 0:22:43.860 This is ultimately what we're building. And I am sprinting 0:22:43.900 --> 0:22:46.780 to this. This is what Pi is all about, right? 0:22:46.820 --> 0:22:51.300 Is essentially building this harness with a named personal assistant 0:22:51.300 --> 0:22:53.500 that is monitoring all this stuff for you. And it 0:22:53.500 --> 0:22:57.540 starts with having extraordinarily good context about yourself and what 0:22:57.540 --> 0:22:59.820 you want. All right. So let me just show you 0:22:59.820 --> 0:23:02.700 a couple things from Pi. So this is my Pi system. 0:23:02.700 --> 0:23:04.460 Let me just open a new session here. 0:23:04.500 --> 0:23:05.580 Kai here ready to go. 0:23:05.580 --> 0:23:08.619 So this is Kai. This is Kai here, my current 0:23:08.619 --> 0:23:10.940 form of Kai. Now I can talk to Kai via 0:23:10.940 --> 0:23:14.859 telegram because I have basically chat system built in. None 0:23:14.859 --> 0:23:17.300 of it is open claw. It's all pi native. I 0:23:17.300 --> 0:23:21.060 could talk via telegram. I could talk via iMessage. Most importantly, 0:23:21.060 --> 0:23:25.020 I could just talk right here. Right. So magnifying human capabilities, Pi, 0:23:25.060 --> 0:23:27.460 that's what this is. Now if you look here, I've 0:23:27.600 --> 0:23:31.880 got 51 public skills and 43 private skills. I've got 0:23:31.880 --> 0:23:35.680 418 workflows. All the stuff that I've been telling you about, 0:23:35.680 --> 0:23:38.879 I've been building all this stuff since 2023. All these 0:23:38.880 --> 0:23:42.080 skills are all the different capabilities that Kai has to 0:23:42.119 --> 0:23:46.000 move me from current state to ideal state, right? That 0:23:46.000 --> 0:23:48.640 is what we're building here. Okay? This is what an 0:23:48.640 --> 0:23:52.800 agent harness ultimately is becoming an advocate for you, to 0:23:52.840 --> 0:23:56.160 move you towards your ideal state. And for most people, 0:23:56.160 --> 0:23:58.080 they don't know what their ideal state is. It's a 0:23:58.080 --> 0:24:00.400 silly question. It's a silly concept. What are you even 0:24:00.400 --> 0:24:03.080 talking about? It comes down to who are you actually, 0:24:03.080 --> 0:24:05.440 what are you actually about? What are you actually trying 0:24:05.440 --> 0:24:07.959 to do? Yeah. So we could do telos. So we 0:24:07.960 --> 0:24:11.560 have telos skill. We can actually interview you and figure 0:24:11.560 --> 0:24:14.520 out exactly what you are doing with your telos. So 0:24:14.520 --> 0:24:17.040 if I go k d and I go to skills 0:24:17.080 --> 0:24:19.600 or actually I go to user, this is like the, 0:24:19.600 --> 0:24:22.000 the structure here, right? So I've got a whole bunch 0:24:22.000 --> 0:24:24.760 of different stuff in here. I've got personal, I've got life, 0:24:24.760 --> 0:24:28.369 I've got finance, I've got business, I've got health stuff, 0:24:28.369 --> 0:24:31.370 I've got everything in here. I've got my writing style, 0:24:31.369 --> 0:24:33.929 I've got Kai's writing style in here. I've got a 0:24:33.930 --> 0:24:37.409 whole bunch of stuff about Kai's identity, which ebbs and 0:24:37.410 --> 0:24:41.010 flows right as we have this relationship, he and I. 0:24:41.090 --> 0:24:44.770 Pronunciations for different things. I've got contacts in here for 0:24:44.810 --> 0:24:47.930 like my particular contacts that are important to me in 0:24:47.930 --> 0:24:50.650 my life. I've got contact details so I could say 0:24:50.690 --> 0:24:53.490 email them. I could say, hey, go do this research 0:24:53.490 --> 0:24:56.330 on this and send it over to Jason or Sasha 0:24:56.330 --> 0:25:01.010 or whoever. Right? The point is, I don't need to describe. Oh, 0:25:01.050 --> 0:25:04.570 there's a person, they have this email they and re-explain 0:25:04.570 --> 0:25:07.650 myself every single time I can literally, because I have 0:25:07.650 --> 0:25:08.409 this system. 0:25:08.450 --> 0:25:09.250 Kai here ready to go. 0:25:09.290 --> 0:25:13.010 Because I have this system, I could say very, very little. 0:25:13.010 --> 0:25:15.730 And this thing will just start going and working, right? 0:25:15.770 --> 0:25:17.929 I would show you a bunch of stuff, but I 0:25:17.970 --> 0:25:19.850 need to do that in a separate video. I'll do 0:25:19.850 --> 0:25:22.689 that in the five zero announcement video describing all the 0:25:22.690 --> 0:25:25.190 different stuff that you can do with the Pi system. 0:25:25.190 --> 0:25:27.470 But the point is, I shouldn't be in here. I 0:25:27.470 --> 0:25:29.870 shouldn't be in here on a command line, like typing 0:25:29.869 --> 0:25:32.390 in things or like I do everything through voice, but 0:25:32.390 --> 0:25:35.150 even that I'm still inside of a terminal, right? And 0:25:35.150 --> 0:25:37.230 if I'm inside of an app, that's no better. I 0:25:37.230 --> 0:25:40.070 should be talking to my agent who lives in my ear, 0:25:40.109 --> 0:25:42.590 who can see what I see, right? Right now, I'm 0:25:42.590 --> 0:25:44.830 sitting in front of four screens here. Kai should be 0:25:44.830 --> 0:25:46.790 able to see everything on my screen. Should be able 0:25:46.790 --> 0:25:50.149 to control everything on my screen. What we're moving to is, Jarvis. 0:25:50.190 --> 0:25:54.470 What we're moving to is Minority report gestures. Hey, do this, hey, 0:25:54.470 --> 0:25:57.030 do that, whatever. And we're getting pretty close. I mean, 0:25:57.070 --> 0:25:59.470 I can already do that pretty well with Pi, just 0:25:59.470 --> 0:26:03.550 with voice activation of like going to do something like, hey, 0:26:03.590 --> 0:26:05.790 run the pi upgrade skill and see what's new out 0:26:05.790 --> 0:26:08.629 there for us. So this one will actually go into research, 0:26:08.630 --> 0:26:11.710 everything new that's happened in AI. And we'll look at 0:26:11.710 --> 0:26:15.110 our entire harness and see, hey, what's going on with 0:26:15.109 --> 0:26:17.830 the latest in AI, what new skills came out, what 0:26:17.869 --> 0:26:21.070 new blog posts from anthropic, what new videos came out 0:26:21.070 --> 0:26:23.919 from my favorite YouTube? People who talk about AI. It 0:26:23.920 --> 0:26:26.480 goes and collects all that. It watches all the videos. 0:26:26.480 --> 0:26:29.040 It pulls all the transcripts together. And then guess what? 0:26:29.040 --> 0:26:32.160 It does? It looks at our entire harness. It looks 0:26:32.160 --> 0:26:35.240 at the entire Pi system and all the context that 0:26:35.240 --> 0:26:38.560 he knows about me. And it comes back and says, hey, 0:26:38.600 --> 0:26:42.160 I recommend we implement this. OpenAI just did this cool thing. 0:26:42.160 --> 0:26:45.400 I recommend we do this. This one woman, she made 0:26:45.400 --> 0:26:48.320 a new skill that does research much better and it 0:26:48.320 --> 0:26:51.359 has better research agents, and it has a fact checker 0:26:51.359 --> 0:26:53.520 at the end, which would be a good upgrade to 0:26:53.560 --> 0:26:56.480 our fact checker, right? And I'm like, yeah, cool. Sounds good. Boom. 0:26:56.520 --> 0:26:58.920 It goes. And does it. Do you know how much 0:26:58.920 --> 0:27:01.399 research this thing is actually doing? I mean, this is 0:27:01.440 --> 0:27:04.000 thousands of tokens this thing is using. I mean, this 0:27:04.000 --> 0:27:07.240 thing is just getting started. We're currently inside of the 0:27:07.280 --> 0:27:10.200 Pi upgrade skill running a workflow, which is upgrade, but 0:27:10.200 --> 0:27:13.560 there's actually multiple workflows in there. It's looking at so 0:27:13.560 --> 0:27:16.400 many different sources which are customized for me. The point 0:27:16.400 --> 0:27:18.360 is all I have to do. I didn't even have 0:27:18.359 --> 0:27:20.879 to say run the Pi upgrade skill. I could just say, 0:27:20.880 --> 0:27:23.460 what's the latest out there that we should be thinking about, 0:27:23.460 --> 0:27:26.300 and Kai would know to go and run the pie 0:27:26.340 --> 0:27:30.220 upgrade skill. So look at this. YouTube channels. GitHub trending 0:27:30.220 --> 0:27:32.820 cloud code freshness check. So this is looking at the 0:27:32.820 --> 0:27:36.300 latest releases, the engineering blog, the red team blog, all 0:27:36.300 --> 0:27:39.380 these different sources brings all that stuff up and maybe 0:27:39.380 --> 0:27:41.260 I'll show you what that looks like when it comes back. 0:27:41.300 --> 0:27:42.900 All right, so let me show you what it looks 0:27:42.900 --> 0:27:45.780 like inside of pie as well. Okay, so this is 0:27:45.780 --> 0:27:49.260 another interface to pie that is now in version five. 0:27:49.260 --> 0:27:52.699 So because I'm going so heavy into this D a 0:27:53.060 --> 0:27:57.780 centered single interface point with all this scaffolding and agents 0:27:57.780 --> 0:28:01.500 and everything hidden behind your Da, your named da with 0:28:01.500 --> 0:28:05.219 a personality, your single point of contact for for AI, 0:28:05.260 --> 0:28:09.380 because that is the case. I've basically brought pie into 0:28:09.540 --> 0:28:12.180 kind of like a web interface world, which makes it 0:28:12.180 --> 0:28:15.060 clear that this is not just an agent harness, but 0:28:15.060 --> 0:28:19.060 it is a life optimization system. This is a life OS, right? 0:28:19.100 --> 0:28:23.510 Based on AI, which is context focused with a single Da, 0:28:23.550 --> 0:28:26.230 with personality basically in charge of all of it, right? 0:28:26.270 --> 0:28:29.470 So I've got life stuff here. Work. Telos. Right? Look 0:28:29.470 --> 0:28:31.430 at this. I've got my different Telos stuff and I've 0:28:31.430 --> 0:28:34.669 got the observer thing turned off, so anything sensitive gets 0:28:34.710 --> 0:28:36.710 hidden out. But yeah, I've got my health stuff here. 0:28:36.710 --> 0:28:40.430 I've got finances, I've got business stuff. Work life. Right. 0:28:40.470 --> 0:28:42.950 This is the view that I care about. This is 0:28:42.950 --> 0:28:45.990 what I care about from AI. So this pulse system 0:28:45.990 --> 0:28:48.550 is new in 5.0. And again this is not some 0:28:48.550 --> 0:28:51.270 product pitch. This is all completely open source. I want 0:28:51.270 --> 0:28:54.110 everyone to have this. That's literally the purpose of pi 0:28:54.150 --> 0:28:57.430 is to enable people activate people is what I call 0:28:57.430 --> 0:29:00.630 it with all this stuff to have these capabilities and 0:29:00.630 --> 0:29:03.070 more importantly, like kind of the point of this video 0:29:03.070 --> 0:29:05.510 is to think about AI in this way. AI is 0:29:05.510 --> 0:29:07.590 not here to be an agent for you. You're not 0:29:07.590 --> 0:29:11.510 here to manage AI harnesses like, fuck all that. That's ridiculous. 0:29:11.510 --> 0:29:14.830 We are here to live human lives, enhanced human lives. 0:29:14.830 --> 0:29:18.469 And AI is a capability that we've never had to 0:29:18.510 --> 0:29:20.930 be able to have it go and research and do 0:29:20.930 --> 0:29:24.969 all this stuff for us, collect knowledge, constantly optimize. It's 0:29:24.970 --> 0:29:28.450 literally stressing constantly about how to make your life better, right? 0:29:28.490 --> 0:29:31.170 What better use of technology is there than that? So 0:29:31.170 --> 0:29:33.570 that's what this looks like. Click on agents. You actually 0:29:33.570 --> 0:29:37.170 see look it's currently running the Pi upgrade skill. And yeah, 0:29:37.170 --> 0:29:39.250 if it goes into the algorithm you see a lot 0:29:39.250 --> 0:29:41.370 more content there. Oh look at this. This is a 0:29:41.410 --> 0:29:44.050 knowledge base. Look at this. We've got companies. Look, this 0:29:44.050 --> 0:29:47.010 is like every idea I've ever had. So Carpathia came 0:29:47.010 --> 0:29:50.050 out with this concept of an LLM wiki. So I 0:29:50.050 --> 0:29:53.090 basically took because Pi has been doing this already, I 0:29:53.090 --> 0:29:56.010 basically have every idea I've ever had kind of brought 0:29:56.010 --> 0:29:59.130 into this concept. It's actually listed, right? You have full 0:29:59.130 --> 0:30:01.770 data on the knowledge. Look at this. This is every 0:30:01.770 --> 0:30:05.450 document for how Pi works. It's all in here. And 0:30:05.450 --> 0:30:07.850 guess what? Kai can read it and everyone can read it. 0:30:07.850 --> 0:30:10.010 Look at all the different skills and what they do. 0:30:10.010 --> 0:30:12.530 All of our different hooks that we have implemented are bold. 0:30:12.530 --> 0:30:15.210 That's a little bit sensitive. Can't show that one security 0:30:15.250 --> 0:30:19.780 system won't show that one performance. Yeah. Just absolutely insane. Oh, 0:30:19.780 --> 0:30:21.980 this is like, how much it's costing me. That's frightening. 0:30:21.980 --> 0:30:25.700 And here's the assistant. Here's Kai. He's online. He's doing tasks. 0:30:25.740 --> 0:30:28.500 We've got different, you know, scheduled tasks and stuff like that. 0:30:28.500 --> 0:30:31.860 This is just like absolutely insane. I can't tell you 0:30:31.860 --> 0:30:35.100 how powerful it is to have this all in one place, 0:30:35.100 --> 0:30:39.820 organized in this way, oriented around your life, your human life, 0:30:39.820 --> 0:30:42.620 instead of around the tech itself. The tech is not 0:30:42.620 --> 0:30:44.540 the point. The human is the point. All right, so 0:30:44.540 --> 0:30:46.860 that's what I wanted to talk about in this video. 0:30:46.900 --> 0:30:50.700 Essentially combination of multiple ideas. But the central theme is 0:30:50.700 --> 0:30:53.820 that I think it's very clear where all of this 0:30:53.820 --> 0:30:57.060 personal AI tech is going. And the reason I like 0:30:57.060 --> 0:31:00.219 to offer this is because it can be very stressful 0:31:00.220 --> 0:31:04.380 to constantly be tracking harnesses, constantly be tracking different platforms, 0:31:04.380 --> 0:31:07.740 different chatbots, different agents. Oh, which platform should I use? 0:31:07.740 --> 0:31:11.740 Blah blah blah. Think further out. Think who is my da? 0:31:11.780 --> 0:31:15.460 What capabilities am I giving my da? Have I defined 0:31:15.460 --> 0:31:19.280 everything about myself. And given that context to my day, 0:31:19.280 --> 0:31:22.719 and have I defined what my ideal life looks like? 0:31:22.720 --> 0:31:25.560 Have I defined what ideal state looks like for me, 0:31:25.560 --> 0:31:29.560 for my businesses, for my finance, for my health, for 0:31:29.560 --> 0:31:32.920 my relationships? Define what ideal state looks like. Make it 0:31:32.920 --> 0:31:36.000 very clear to your Da that their goal is to 0:31:36.040 --> 0:31:38.880 use all these capabilities, all these skills I've got what? 0:31:38.920 --> 0:31:42.720 What is it? Over 100 skills. Got all these skills proactively, 0:31:42.720 --> 0:31:47.000 not reactively. Proactively monitoring for the current state. AM I 0:31:47.040 --> 0:31:49.680 surrounded by someone that's like looking over my shoulder and 0:31:49.680 --> 0:31:52.120 trying to steal something? AM I surrounded by someone who's 0:31:52.120 --> 0:31:54.520 about to steal my phone? Is someone about to attack me? 0:31:54.520 --> 0:31:56.320 Is someone following me on the street in the middle 0:31:56.320 --> 0:31:59.760 of the night? There's safety issues. There's enhancement issues. All 0:31:59.760 --> 0:32:03.480 of this encapsulated into a structure that is visible and 0:32:03.480 --> 0:32:07.200 understandable by your Da. I think it's incredibly powerful. I 0:32:07.200 --> 0:32:09.640 think it's a really powerful way to think about where 0:32:09.640 --> 0:32:11.760 things are going. And I really look forward to seeing 0:32:11.760 --> 0:32:14.360 what you do with this idea. Respond with feedback. Let 0:32:14.360 --> 0:32:15.760 me know what you think and we'll see you in 0:32:15.760 --> 0:32:16.200 the next one.