What Agent To Agent Connection Actually Looks Like | Inside The Morpheus Agent Stack-এর সম্পূর্ণ প্রতিলিপি

I'll I'll talk it through step by step. After you've given a name, after you hit launch, what's gonna happen is it opens up this panel where it asks you to to sign in. And here's the great thing. You can use Google. You can use x. You can log in with other socials. You can use an email. 25 00:02:30.349 --> 00:02:33.070 If you have a wallet, you're a crypto person, great. 26 00:02:33.390 --> 00:02:42.665 You can sign in with your wallet. But I wanted to get this experience down to literally sort of the web two experience everybody is used to from the rest of the Internet. 27 00:02:42.825 --> 00:02:44.665 So as as 28 00:02:45.145 --> 00:02:51.865 Beau logs in, he creates his account. What's happening in the background is it's creating him an agent 29 00:02:52.330 --> 00:02:56.570 and matching it to his credentials. So this is your agent. 30 00:02:57.050 --> 00:02:58.730 Only you can access 31 00:02:58.730 --> 00:03:07.450 this agent. I don't have access to the information. Beau, nope. Nobody in Morpheus has access, and that's through a partnership we have with another protocol called Manifest. 32 00:03:07.915 --> 00:03:09.515 And Manifest hosts 33 00:03:09.595 --> 00:03:12.075 the agent on their decentralized network, 34 00:03:12.235 --> 00:03:15.355 and Morpheus provides the inference, the GPUs, 35 00:03:15.355 --> 00:03:22.155 to power the agent so it can talk and have a conversation with you. And so this has been a really cool combination 36 00:03:22.640 --> 00:03:28.960 where, hey. You can sign up. It looks like any other login you've ever done. It sends you a code, 37 00:03:29.200 --> 00:03:34.720 and now it's connected to your account. And so you're the only one that has the key. I like to say, 38 00:03:35.455 --> 00:03:37.775 if it's not your key, 39 00:03:38.015 --> 00:03:39.295 it's not your AI. 40 00:03:39.535 --> 00:03:47.855 Right? That's what we all learned in in web three, and I think it's even more important when it comes to controlling your intelligence and your brainpower 41 00:03:47.935 --> 00:03:50.255 that you ultimately have the private key 42 00:03:50.720 --> 00:03:59.600 that controls it, and it's it's connected to yours. So, you know, that's that's the goal here is to get this down to a super simple 43 00:04:00.000 --> 00:04:04.159 interface that anybody can use. You'll notice it supports credit cards. 44 00:04:04.735 --> 00:04:08.335 So this is supposed to be mass market. Not everybody has crypto. 45 00:04:08.495 --> 00:04:10.334 Not everybody has stablecoins. 46 00:04:10.334 --> 00:04:12.415 Right? We wanna create something 47 00:04:12.575 --> 00:04:13.615 that works 48 00:04:13.775 --> 00:04:14.575 for 49 00:04:14.575 --> 00:04:15.375 everybody. 50 00:04:15.535 --> 00:04:21.550 Right? And almost everybody has a a credit card at least in the Western world, and so that's the the objective here, 51 00:04:22.030 --> 00:04:33.150 is to give people the tools and meet them where they are. Right? Now it has a web three wallet in

the back end. You can connect the wallet if you want, but you don't have to. Right? So we're not putting that 52 00:04:33.955 --> 00:04:35.475 impediment up front. 53 00:04:35.715 --> 00:04:47.715 It's something that people can use and sign up for very easily. So you can see Beau's gone through most of the setup process already, created the name, set up the account, connected it with his wallet, 54 00:04:47.794 --> 00:04:49.395 and it's now spinning up 55 00:04:50.810 --> 00:05:08.145 an actual virtual machine on manifest, and it's gonna connect to that. So we don't necessarily have to wait a couple of minutes, Bo. You could always log in to your regular account and show people what it looks like, but that's how easy this has gotten. He didn't download anything. He didn't have to, you know, manage any technical aspects. 56 00:05:08.225 --> 00:05:09.905 It was just click a button, 57 00:05:10.225 --> 00:05:24.010 and it looks like a login that you would use in in anything else. And so And it's it's worth the the reminder too. Like, all this is basic when you just look at it, but it's all under the hood, the magic, because you're not being 58 00:05:25.050 --> 00:05:26.490 tracked, traced, 59 00:05:26.970 --> 00:05:35.285 harvested, or anything by any big tech company. Like, you're truly owning every aspect of your agent at this point Yep. And not reliant on 60 00:05:35.525 --> 00:05:44.245 some big tech third party or surveillance state. Yeah. And and just to double click on that, Bryan, you know, what I'd like to say is I want my agent ultimately 61 00:05:44.370 --> 00:05:45.889 to be a fiduciary 62 00:05:45.889 --> 00:05:46.850 to me. 63 00:05:47.090 --> 00:05:51.250 Right? It's trying to make me money. Its highest goal 64 00:05:51.410 --> 00:05:53.169 is to accomplish 65 00:05:53.169 --> 00:05:54.370 my objectives. 66 00:05:54.690 --> 00:05:58.449 And, you know, that's been my experience. You know, when I use these closed models, 67 00:05:59.425 --> 00:06:10.544 A lot of times why they hallucinate or lie or, like, make things up is there's something in that system prompt. There's something in those guardrails that the company put in there that's conflicting with what I wanna do. 68 00:06:11.200 --> 00:06:14.720 Right? And and, quote, unquote, they do this for my protection, 69 00:06:14.800 --> 00:06:22.000 but the result is is the agent doesn't work. Right? And so when you're using these open models and you're using your own agent, 70 00:06:22.640 --> 00:06:27.794 all of that nonsense gets out of the way. You've got access to uncensored, 71 00:06:27.875 --> 00:06:29.395 permissionless intelligence, 72 00:06:29.555 --> 00:06:30.275 direct 73 00:06:30.914 --> 00:06:31.794 communication 74 00:06:32.035 --> 00:06:57.715 with with the intelligence, and you're setting the values and the goals. Right? So one of the things I'd recommend when you set up your agent is give it a profile give it a profile about you. These are called your sole file or your user file. Right? And tell it what you wanna accomplish. Right? What are what are the parameters that you care about? How you want to to interact with it? And the wonderful thing here is you have that... All of that flexibility 75 00:06:58.275 --> 00:06:59.635 with this approach. 76 00:06:59.875 --> 00:07:09.530 And then once you've got your your agent set up... Bo, I don't know if you wanna move on to the Yeah. Yeah. I was gonna say just really quick. So I'm gonna have this continue to be 77 00:07:10.169 --> 00:07:16.169 setting up in the background through manifest, so we'll we'll jump over to it once it's complete. But just so everyone knows too, 78 00:07:16.490 --> 00:07:27.565 this process now, which will take, you know, whatever it is, three to five minutes to establish after just doing those initial steps, is a process that the first time I did this as a not particularly 79 00:07:27.565 --> 00:07:28.845 technical person... 80 00:07:29.485 --> 00:07:32.605 So so as far as my involvement in Morpheus, I am 81 00:07:32.845 --> 00:07:33.405 the 82 00:07:34.285 --> 00:07:40.310 litmus test for the nontechnical person. I am surrounded by these absolute geniuses 83 00:07:40.470 --> 00:07:47.510 who are fantastic in in software and hardware, a lot of them. And sometimes the joking test is if Beau can figure this out, 84 00:07:48.070 --> 00:07:51.195 anyone can figure it out. So it took me, 85 00:07:51.675 --> 00:08:01.915 I don't know, three hours, maybe more the initial time I set up an OpenClaw agent because I was going through and doing the command lines and all these things that I wasn't familiar with. 86 00:08:02.690 --> 00:08:08.450 Install OpenCloud XYZ has distilled this down to literally, like, a three to six minute process, 87 00:08:08.610 --> 00:08:18.965 and then it's live. And from there, and we'll show you this, you're interacting with it in complete natural language after that. And so if there's something you don't know how to do, you can literally ask it. 88 00:08:19.445 --> 00:08:20.725 Tell me how to do this. 89 00:08:21.045 --> 00:08:27.685 I also just wanna flag too before we go on to the next thing that we're gonna show, which is arguably the much more interesting thing, is 90 00:08:28.479 --> 00:08:47.255 Morpheus itself is completely agnostic to what platform or people refer to it as a harness that your agent is using. So OpenClaw is just one open source harness where you might be hosting your agent. You could also be doing that via something like Hermes 91 00:08:47.495 --> 00:08:51.015 by News Research or something like Grokbot, 92 00:08:51.015 --> 00:08:54.855 which is now very popular for people who are, you know, PowerX users. 93 00:08:55.575 --> 00:08:59.860 And what we're gonna show here... And let me just share this next screen then. 94 00:09:01.060 --> 00:09:07.300 Yeah. That's that's a great caveat, Beau, is there may be an install Hermes 95 00:09:07.620 --> 00:09:14.835 coming fairly shortly. That's... That might be

in the works. And, you know, we wanna support all the different agentic 96 00:09:15.235 --> 00:09:18.915 frameworks and and give them the power. So what Beau's sharing on screen, 97 00:09:19.154 --> 00:09:21.555 if you guys haven't checked out Buzz yet, 98 00:09:22.115 --> 00:09:23.475 buzz.xyz, 99 00:09:23.475 --> 00:09:25.795 I I highly recommend it. This is a project 100 00:09:27.000 --> 00:09:30.360 that was was created by Jack Dorsey, the founder of Twitter, 101 00:09:31.160 --> 00:09:34.680 and he's basically created, I would say, Slack for agents. 102 00:09:35.080 --> 00:09:43.495 So it's great that I have an agent, but I want my agent to talk to Alan's agent. Right? So my my agent is called Bernardo. 103 00:09:43.654 --> 00:09:51.975 You can see... And you can zoom in a little bit, Beau. And and Alan's agent is called Tank. And so we've put them in the same channel here 104 00:09:52.570 --> 00:09:53.770 in Buzz, 105 00:09:53.930 --> 00:09:56.170 and they're connected to GitHub. 106 00:09:56.250 --> 00:10:00.410 They know the context of what we're working on, and so this is a conversation from 107 00:10:00.649 --> 00:10:02.330 a little bit earlier today. 108 00:10:02.570 --> 00:10:05.050 And I... Bernardo is is asking 109 00:10:05.714 --> 00:10:08.834 Alan's agent, Tank, about how to best use 110 00:10:09.154 --> 00:10:12.115 this new Morpheus GitHub repo 111 00:10:12.274 --> 00:10:15.154 dashboard that's been set up. And 112 00:10:15.315 --> 00:10:18.834 Tank gets tagged in the channel. He sees the information. 113 00:10:19.870 --> 00:10:21.230 He replies 114 00:10:21.470 --> 00:10:27.070 in line. And so now we have our agents natively going back and forth in this conversation. 115 00:10:27.390 --> 00:10:36.265 And so instead of working on things and, like, oh, I gotta go and, you know, talk to my agent about that or copy and paste, Now I have a collaborative environment 116 00:10:36.425 --> 00:10:45.785 where me and Alan and our agents can can work in parallel. So, Alan, I don't know if you wanna add any flavor, but you're you're one of the gurus that that built out a lot of this. So 117 00:10:46.640 --> 00:10:48.400 Sure. I I had a couple things 118 00:10:49.040 --> 00:10:52.240 to add on to our, you know, the new... The Hermes and 119 00:10:53.200 --> 00:10:54.960 OpenClaw comment is 120 00:10:55.920 --> 00:11:03.795 Rockbot. I've really gotten... I think that was a good iPhone moment, and I've gotten used to running the Rockbot. And so, yes, you're you're in that kind of ecosystem. 121 00:11:04.195 --> 00:11:08.035 But one of the things I wanted to do was, can I, you know, plug it into 122 00:11:10.515 --> 00:11:11.075 Morpheus? 123 00:11:11.360 --> 00:11:20.480 Can I reduce my cost and use some of those OSS and some of the benefits that, David, you talked about? And so if... For people who are familiar with Grokbot, they've... You can have teams 124 00:11:20.720 --> 00:11:22.480 of bots talk to each other 125 00:11:22.800 --> 00:11:24.320 and 126 00:11:23.834 --> 00:11:27.514 you set... You kinda have your own... Have my own little little personal office 127 00:11:27.675 --> 00:11:32.154 of really brilliant agents that use both Cursor as the backend, 128 00:11:32.475 --> 00:11:36.475 but also through our Morpheus uplink, which is a personal API gateway, 129 00:11:37.470 --> 00:11:41.790 getting into the Morpheus network as well. And so I get the best of both worlds, which is awesome. 130 00:11:42.190 --> 00:11:48.190 And then when you say, okay, Tank, go ahead and use the invite link and connect into Buzz, 131 00:11:48.510 --> 00:11:51.550 now I've got my internal team communications in Grokbot, 132 00:11:52.105 --> 00:11:55.945 and I can now have Tank talk to the rest of the community 133 00:11:56.105 --> 00:12:01.065 and get that interaction as well. And so I think it's really cool as you just look at the network of networks 134 00:12:01.145 --> 00:12:02.345 that's possible. 135 00:12:02.665 --> 00:12:03.945 So I've got, you know, 136 00:12:05.529 --> 00:12:06.089 a 137 00:12:06.410 --> 00:12:08.889 Grok bot, you know, Grok four, you know, 138 00:12:09.850 --> 00:12:17.130 with my team that's also using Morpheus OSS models that are out there and then through through Buzz talking to everybody else. 139 00:12:17.449 --> 00:12:19.449 And it's an interesting 140 00:12:20.785 --> 00:12:31.265 way to talk about that and and look at... But I think it's gonna explode. I think it's... I think this is gonna continue to grow, and, you know, people will understand how they have to put guardrails. 141 00:12:31.265 --> 00:12:42.450 Like, my team shouldn't share any team information. We can talk about general public things, but hey, the harness that I've set up, make sure that, hey, tank, don't share anything that's that's not supposed to be shared. 142 00:12:43.730 --> 00:12:54.045 So it's interesting as you... Just like you would set up your own companies and your own teams, you do have to make sure you put put those ring fences around it. You've gotta train your employee agents 143 00:12:54.685 --> 00:12:55.885 to to 144 00:12:55.965 --> 00:13:00.845 interact with the rest of the world like you like you would with a, you know, company or an internal team. So, 145 00:13:01.760 --> 00:13:11.280 yeah, I think it's pretty cool. If if if I could have a picture here, it would be, you know, Grokbot via Uplink to Morpheus to Buzz and then Openclaw 146 00:13:11.280 --> 00:13:16.400 through embedded skill to Morpheus to Buzz. And I think those Lego building blocks 147 00:13:17.335 --> 00:13:18.615 are really amazing. 148 00:13:18.775 --> 00:13:25.495 They show that you can pretty much plug anything to anything. And when, you know, as Beau mentioned, you can talk to them in my natural language. How do I do this? 149 00:13:25.895 --> 00:13:35.889 How do I plug this into that? They're gonna be able to help you walk through that. So that's what we've done here. Yeah. And and I just wanna

double double click too on where 150 00:13:35.889 --> 00:13:36.850 Morpheus 151 00:13:36.850 --> 00:13:37.730 specifically 152 00:13:37.730 --> 00:13:40.610 falls into making all of this magic happen. 153 00:13:40.930 --> 00:13:47.089 And it is the fact that any agent that you are talking to or 154 00:13:45.785 --> 00:13:47.865 hosting rather, like your agent, 155 00:13:48.024 --> 00:13:56.505 has to have a brain, meaning it has a large language model somewhere that it's tapping into to actually run the inference and get you the information. 156 00:13:56.985 --> 00:13:59.464 You have to have access to that hardware. 157 00:14:00.069 --> 00:14:01.190 Most people... 158 00:14:01.670 --> 00:14:05.750 My opinion, some people think a lot of stuff's gonna be locally ran. I think that there is... 159 00:14:06.230 --> 00:14:19.165 There are things that will be locally ran, meaning there will be people who have, you know, certain varying degrees of hardware in their own home. However, as the models continue to get more robust, more impressive, faster, require more resources, 160 00:14:19.325 --> 00:14:21.245 the reality is those 161 00:14:21.404 --> 00:14:33.870 frontier models, especially both from an open source perspective and closed source perspective, are going to be hosted at institutional grade data centers. So the question is, how do you, as the individual user, 162 00:14:34.029 --> 00:14:37.390 guarantee to yourself and to your agent ultimately 163 00:14:37.390 --> 00:14:45.365 that you have the ability to access those large language models without needing permission from any specific third party, 164 00:14:45.925 --> 00:14:49.445 without any type of necessary KYC. 165 00:14:49.445 --> 00:14:59.310 Now there is some nuance to that, of course, but... And also make sure that it's perpetual. So you know, my agent, I will have access to when I need it, where I need it, 166 00:14:59.709 --> 00:15:04.029 to the degree that I need it without anybody being able to disrupt that. 167 00:15:04.350 --> 00:15:08.510 That is ultimately what Morpheus is providing, which is why I was saying that 168 00:15:08.925 --> 00:15:12.125 it really doesn't matter from the perspective of Morpheus 169 00:15:12.365 --> 00:15:21.485 what type of agent you're running, what harness you're running, even what exactly it is that you're, you know, choosing to use it for. Is it business purpose? Is it personal use? 170 00:15:22.470 --> 00:15:25.910 Morpheus is the place where you can permissionlessly, 171 00:15:26.230 --> 00:15:30.070 most privately relative to other options, and and always improving 172 00:15:30.630 --> 00:15:34.630 access that intelligence that is running on those pieces of hardware. 173 00:15:35.115 --> 00:15:59.620 And we've, you know, gotten all the way to some compute providers who are doing what's called inference in a trusted execution environment, which is a whole another level of of, you know, depth that we don't necessarily have to get into unless if someone is is I think we should get into it because that's my favorite part and what I optimize everything for. Because at the end of the day, I don't care about paper privacy or a promise from a company that I don't trust. I care about, like, verifiable 174 00:16:00.215 --> 00:16:01.095 privacy. 175 00:16:01.335 --> 00:16:02.535 Okay. So 176 00:16:03.015 --> 00:16:07.975 so as things exist today, there are various, you know, degrees of of privacy 177 00:16:08.375 --> 00:16:14.535 when you're using something like an AI tool. Obviously, if you're using a Bo, you should bring up tech.mora.org. 178 00:16:14.535 --> 00:16:18.829 It has that beautiful spectrum diagram Yes. I will. From centralized 179 00:16:19.070 --> 00:16:19.950 Absolutely. 180 00:16:20.029 --> 00:16:24.830 To hyper private and local. And this is the audience that will will appreciate 181 00:16:25.149 --> 00:16:36.774 that kind of nuance. Yeah. No. I I think, Bryan, happy to dive into it. You know? And Alan's done a lot of the work on this, but how do you get a higher level of privacy 182 00:16:37.095 --> 00:16:37.975 without 183 00:16:38.214 --> 00:16:40.615 everybody having to have a $20,000 184 00:16:41.095 --> 00:16:47.550 Mac studio? Right? And that's that's what we're trying to optimize for. You're like, the the ideal world is you're running everything locally, 185 00:16:47.950 --> 00:16:51.870 but there's just a big capital barrier there. Right? The average person globally 186 00:16:52.110 --> 00:16:53.630 has a $150 187 00:16:53.630 --> 00:16:54.350 Android phone. 188 00:16:55.305 --> 00:17:06.265 They they don't have an iPhone. They don't have a laptop. They certainly don't have a GPU. And so how do we get privacy in the hands of these folks? Alan, I don't know if you wanna walk us through the spectrum. You built this. This is your baby. Well, 189 00:17:07.785 --> 00:17:09.225 I think the 190 00:17:11.320 --> 00:17:13.719 biggest thing I'd like to talk through is, 191 00:17:14.120 --> 00:17:18.279 and I think Brian said it, is, okay, I'm done with paper promises. 192 00:17:18.600 --> 00:17:23.894 Right? So what things can we do over time that's... That takes it out of either it's mine, 193 00:17:23.975 --> 00:17:28.054 as you mentioned, I've I've I've paid the paid the capital and I have, 194 00:17:29.255 --> 00:17:40.150 you know, this this rack of hardware. I've got a couple friends out there that keep showing me, you know, racks and racks of stuff. I'm like, most normal mortals don't have that kind of stuff, time, or expertise to do that. 195 00:17:40.710 --> 00:17:48.630 And, you know, so the next the next layer up is, like, you you submit yourself to one of the commercial products, you know, OpenAI, 196 00:17:48.630 --> 00:17:52.865 Anthropic, you know, whomever. And your guess is as good as mine, 197 00:17:53.745 --> 00:17:54.784 cough Gemini, 198 00:17:54.865 --> 00:17:55.825 cough Facebook, 199 00:17:56.065 --> 00:17:58.544 how private it's gonna be. 200

00:17:58.865 --> 00:18:07.450 And okay, on any given day, that may not be an issue, but let's say you wanna talk about finance or your medical conditions or relationships, 201 00:18:07.450 --> 00:18:08.650 stuff that shouldn't be. 202 00:18:09.530 --> 00:18:12.570 And you'd start to talk and if you've invested in like, okay, 203 00:18:13.450 --> 00:18:18.330 I wanna look at something like Morpheus or Venice or something like that. 204 00:18:18.730 --> 00:18:19.370 And 205 00:18:19.575 --> 00:18:23.654 we needed to get away from that trust me, bro, that paper promise that says, 206 00:18:24.615 --> 00:18:32.855 on paper, our lawyers have said, this is our wiggle room that says we can say that we really don't save your prompts or save your inference or save your data. 207 00:18:33.890 --> 00:18:34.610 And 208 00:18:35.010 --> 00:18:36.770 here comes TEE, 209 00:18:36.770 --> 00:18:42.610 trusted execution environment and what this is, is a model that says down to the silicon on the chip, 210 00:18:43.250 --> 00:18:46.050 down to the GPUs, down to the CPUs 211 00:18:46.770 --> 00:18:49.330 that are running either LLMs or the provider nodes, 212 00:18:49.865 --> 00:18:55.225 we have a way that says, look, I guarantee you, here's the software that's running on that provider node. 213 00:18:55.465 --> 00:18:59.465 It's the same proxy router that we have that runs the Morpheus network, 214 00:18:59.705 --> 00:19:06.239 but it's built in such a way and containerized so that you can watermark and fingerprint and say, this image, and for things like, 215 00:19:06.799 --> 00:19:18.720 we don't, you know, the logging is turned off, any telemetry is turned off, you know, those kind of things that that it's not just trust me, bro, it's you can inspect the code and see how that that that that is turned off. 216 00:19:19.455 --> 00:19:21.695 And then when it actually runs on a machine, 217 00:19:22.495 --> 00:19:27.695 there's an attestation that runs and there's a there's checks as a consumer starts their session 218 00:19:27.855 --> 00:19:29.695 with that trusted provider 219 00:19:29.855 --> 00:19:38.389 that that says, hey, you're supposed to be running this image with this SHA two fifty six, you know, this this commit 220 00:19:38.389 --> 00:19:39.029 code 221 00:19:39.830 --> 00:19:40.709 and 222 00:19:40.789 --> 00:19:48.389 your LLM that's behind you should be running this attestation. Are you still okay? And oh, by the way, did the TLS certificate that I 223 00:19:49.435 --> 00:19:52.875 originally started the conversation on my my API call, 224 00:19:53.115 --> 00:19:55.035 is that still the same, or has someone 225 00:19:55.195 --> 00:19:59.995 gotten in in the middle of it and messed up that that TLS or that HTTPS certificate? 226 00:20:00.315 --> 00:20:02.075 And so all of those checks along the way 227 00:20:02.850 --> 00:20:03.650 guarantee 228 00:20:03.650 --> 00:20:09.169 that the software it's running, the model it provides, and the communication path 229 00:20:09.250 --> 00:20:11.970 that between you and that provider 230 00:20:12.210 --> 00:20:12.850 is, 231 00:20:14.049 --> 00:20:15.090 you know, physically, 232 00:20:15.515 --> 00:20:16.955 physics proves 233 00:20:16.955 --> 00:20:19.035 that it is private. 234 00:20:19.755 --> 00:20:21.835 And I think that's one of the strongest 235 00:20:23.995 --> 00:20:25.515 supports or strongest 236 00:20:26.235 --> 00:20:28.555 reasons to start looking at Morpheus and 237 00:20:29.190 --> 00:20:33.349 where we're gonna go next. And that's providing, you know, bringing other 238 00:20:33.669 --> 00:20:39.029 TE providers on so that you can say, look, when you're in the Morpheus network, you know, 239 00:20:39.669 --> 00:20:45.695 you don't believe, you don't think, you don't. Well, maybe it does or maybe it doesn't. You'll be able to cryptographically 240 00:20:45.695 --> 00:20:46.575 prove 241 00:20:47.455 --> 00:20:48.495 that your 242 00:20:48.735 --> 00:20:49.934 conversations, 243 00:20:50.175 --> 00:20:52.735 the really private ones that you really wanna keep quiet 244 00:20:53.215 --> 00:20:54.015 or personal, 245 00:20:54.670 --> 00:20:55.470 are 246 00:20:55.550 --> 00:20:59.149 being protected and not logged and not used for training, 247 00:20:59.870 --> 00:21:01.390 but not logged and or observed. 248 00:21:01.950 --> 00:21:03.789 And to put that into perspective, 249 00:21:04.110 --> 00:21:10.085 applicable, what I do... Maybe I'll stand in front of the camera. We'll see what that looks like. Can't see myself, but either way. What 250 00:21:10.485 --> 00:21:11.924 I do is 251 00:21:12.085 --> 00:21:14.164 I actually have a setup where 252 00:21:14.645 --> 00:21:23.044 it routes to different models depending what I'm using and depending on if it's sensitive information or not. So anything that's really sensitive, private, 253 00:21:23.580 --> 00:21:30.299 finance, whatever, all the stuff you said, it can only and it's only allowed, and I've made it so the Morpheus router will only 254 00:21:30.620 --> 00:21:31.500 whitelist 255 00:21:31.500 --> 00:21:34.379 trust execution environment or completely provable 256 00:21:34.620 --> 00:21:41.325 private models. So I don't have to, like, worry. It's either... I know it's either local or only touching something that's completely private. 257 00:21:41.565 --> 00:21:44.045 And then I have kind of a cascading scale 258 00:21:44.205 --> 00:21:45.005 where 259 00:21:45.325 --> 00:21:46.365 if it's 260 00:21:47.005 --> 00:21:55.860 semi... I want semi private, I'm willing to do that, and and that will be for a different set of things, and it still might redact information and stuff like that all the way to, 261 00:21:56.340 --> 00:21:59.299 okay, I'm using Claude or Grok or something. 262 00:21:59.540 --> 00:22:04.580 And some things if it's gonna be public, then, yeah, it doesn't matter. I don't care. Whatever. At a minimum, it normally 263 00:22:05.085 --> 00:22:12.524 redacts

out information. But I have that all automated at this point, and you can do that very simply by just telling your agent to set those things up. But 264 00:22:13.485 --> 00:22:15.565 you can really optimize for privacy 265 00:22:16.125 --> 00:22:22.659 where you never could before. I'd say even if one year ago from today, like, it just wasn't really possible or that easy. 266 00:22:22.899 --> 00:22:27.619 And now pretty much anyone can do it following a lot of steps that you just showed us, but 267 00:22:28.100 --> 00:22:36.500 it's finally attainable, and I'm just excited about that. Yeah. Yep. Normally, there's a a trade off, unfortunately, between privacy and convenience. 268 00:22:37.195 --> 00:22:40.555 And, you know, I'd say what Alan and the other developers have done 269 00:22:40.795 --> 00:22:42.635 is make privacy easy. 270 00:22:42.955 --> 00:23:09.894 Right? And and so there's less of that that trade off, and now you can just pick the provider that has the level of privacy you care about, and and you have a a much better level of confidence than if you're sending it all to Claude or one of these other groups. So, yeah, big big credit down the guys. This is about two years of a heavy lift over time to keep improving and accessing these technologies, and it really just got there in the last six months. 271 00:23:10.695 --> 00:23:16.695 Yeah. It's... It was a... It's been a it's been a a fight. It's not easy. And that's why there's a spectrum. 272 00:23:17.240 --> 00:23:24.120 Right? That's why there's this grade. Like, you can stop at three or four if you're happy with that. I think to... Kinda like what Brian was talking about is not 273 00:23:24.920 --> 00:23:40.845 all data is treated... Should be treated the same, so don't. It's gonna be expensive. The right hand side tends to be more expensive. The the number seven is on the right, is is the really expensive one where I've kitted my own rack of hardware. I've had to get new electrical entrance. So so look at the spectrum, 274 00:23:41.005 --> 00:23:44.845 you click on the bubbles, and and see where you wanna go, how far you wanna go. 275 00:23:45.510 --> 00:23:48.549 And I think that we've got a a good smorgasbord 276 00:23:48.550 --> 00:23:49.590 or buffet 277 00:23:49.670 --> 00:23:51.990 of of options there on the spectrum. 278 00:23:52.390 --> 00:23:53.270 Awesome. 279 00:23:53.270 --> 00:23:54.230 That's great. 280 00:23:54.630 --> 00:23:57.510 Good stuff. Do we have any questions actually from the group 281 00:23:58.315 --> 00:24:08.635 for anything that they've talked about? If not, we'll let them continue on with the show. But does anyone have questions about anything on this specifically or more decentralized AI or infrastructural 282 00:24:08.635 --> 00:24:09.675 stuff? K. 283 00:24:11.850 --> 00:24:12.650 Alright. 284 00:24:12.970 --> 00:24:15.450 Yeah. No worries. Okay. Awesome. Go 285 00:24:16.490 --> 00:24:17.850 ahead. Were you gonna say something? 286 00:24:18.170

--> 00:24:31.885 Oh, no. Go ahead. Did you have a question? Sorry. I do have a question for you. Oh, amazing. Hey. So, hey. How are you? Jeff Crane here. Just got back from Michael Turpin and Joyce Chao's event in Tokenize in Las Vegas. We had about three and a half days, and it was straight AI. 287 00:24:31.965 --> 00:24:33.245 Question for you is, 288 00:24:33.725 --> 00:24:38.605 I've I've... Of course, I know Luke Stokes and all the all the guys and Bryan Christensen, OG, 289 00:24:39.679 --> 00:24:51.440 from way back when. And so you have a lot of super smart people, and they're all in this room too here in Utah. Quick question for you. Who's the avatar? Who's the people who are using it right now? Give us kind of like a 290 00:24:52.095 --> 00:24:56.575 demographic or psychographic of the of the people who are using your service right now. 291 00:24:57.215 --> 00:25:01.054 You know, I would say today the primary persona 292 00:25:01.294 --> 00:25:02.894 is developers. 293 00:25:03.294 --> 00:25:06.335 Right? It's it's people that are building with these tools. 294 00:25:07.940 --> 00:25:11.780 And, honestly, Claude and a lot of these others have gotten really expensive. 295 00:25:12.260 --> 00:25:21.780 Right? You know, Claude keeps raising their rates. OpenAI keeps raising their rates. It used to be $20, and then you needed the $200 plan, then you needed the $500 296 00:25:21.165 --> 00:25:21.885 plan. 297 00:25:22.045 --> 00:25:25.485 I... Back in January, I was spending $6 a month 298 00:25:25.725 --> 00:25:28.285 building amazing stuff with Claude. 299 00:25:28.525 --> 00:25:34.365 When I switched to the open weight models, it cut my bill by 90%. 300 00:25:35.020 --> 00:25:39.100 Right? And so people are waking up to the fact that there's this Claude tax, 301 00:25:39.580 --> 00:25:43.179 and now that the open weight models have become so powerful, 302 00:25:43.580 --> 00:25:46.220 they have an alternative. They have a real alternative 303 00:25:46.299 --> 00:25:49.500 to keep building and getting in a similar level of performance 304 00:25:49.745 --> 00:26:00.225 at a fraction of the cost. So, you know, Beau, maybe if Yeah. I have a good example for these... Oh, okay. I was I was gonna say if you pop over to the tab on tech.mor.org 305 00:26:00.225 --> 00:26:05.105 that shows off all the models, like, you can see how many models that are available 306 00:26:05.580 --> 00:26:07.739 on Morpheus now if you go to... 307 00:26:08.700 --> 00:26:10.779 Yeah. You can see GLM 308 00:26:11.179 --> 00:26:12.299 5.2, 309 00:26:12.299 --> 00:26:22.385 DeepSeek v four Flash. Like, these are the power horses that have really replaced because you can use Claude on Morpheus. Like, people are offering all of the models 310 00:26:22.545 --> 00:26:24.545 permission to draw... Permissionless. 311 00:26:24.545 --> 00:26:31.905 This is what the market is choosing. Right? It's picking these high performance open weight models that are a fraction of the cost.

312 00:26:32.470 --> 00:26:38.710 Right? And so, yeah, I would say that's that's the persona. Right? It tends very heavily towards engineers, 313 00:26:38.710 --> 00:26:39.990 builders, developers, 314 00:26:40.230 --> 00:26:41.590 people that want access, 315 00:26:41.990 --> 00:26:54.034 but don't wanna pay through the nose. Right? Yeah. Like, privacy folks are definitely there, but, you know, wanting to build at a more affordable prices is a huge motivator. Go, Bill. Yeah, David. I have a good example of this too. And, you know, while 316 00:26:54.435 --> 00:27:22.785 while my perfect world looks like every individual having their own self hosted agent that uses Morpheus for his inference, The reality is there is a huge amount of people who will experience AI and decentralized AI through some type of front end service that's being offered to them. I mean, we see this in crypto. Of course, everyone who works on this project and all the adjacent projects are also, you know, natives to crypto. And everyone's been waiting to have that self custody moment for, you know, 317 00:27:23.185 --> 00:27:28.145 almost two decades now. Right? And so to some degree, that is the way people are gonna experience it. 318 00:27:28.930 --> 00:27:30.850 Outside of Morpheus, 319 00:27:31.170 --> 00:27:35.890 my professional background is in finance and more specifically real estate finance. 320 00:27:36.050 --> 00:27:47.385 I have now built multiple tools that my team uses for various portions of managing our clients and managing our work. And because we have a fiduciary responsibility 321 00:27:47.385 --> 00:27:52.505 to those clients and there is so much, you know, stress and and really critical necessity 322 00:27:52.505 --> 00:27:56.184 on things like privacy, on things like retaining our own data, 323 00:27:56.425 --> 00:28:04.280 Morpheus is the only place that I can realistically trust to provide that to me for these tools that I've built. Because, 324 00:28:04.600 --> 00:28:15.645 basically, the options are, okay, host everything locally so that I can verify that that data exclusively lives on that machine or host it through a permissionless private 325 00:28:16.445 --> 00:28:20.684 avenue, basically, in this case, Morpheus, where I can prove with physics 326 00:28:20.845 --> 00:28:27.805 that that data is remaining private without me needing to have enterprise level hardware, you know, in in my own offices. 327 00:28:28.250 --> 00:28:29.050 And so 328 00:28:29.450 --> 00:28:31.690 my employees who use these things 329 00:28:31.930 --> 00:28:32.730 often 330 00:28:32.810 --> 00:28:36.170 don't necessarily know or care ultimately 331 00:28:36.170 --> 00:28:46.385 what what Morpheus is and how it works, but they're experiencing it every day through the fact that that's what's lifting up the back end of the tools for... That we're internally using. 332 00:28:46.865 --> 00:29:01.429 And and I know that there's others like me too in various different capacities.

That's just kind of the the best firsthand account I can give. Yeah. There's also gonna be at least two or three presentations later today that are different products, but that run on Morpheus as well. 333 00:29:02.070 --> 00:29:03.590 We have a couple more questions. 334 00:29:04.070 --> 00:29:12.634 Go for it. Hey, guys. This is Nick. This is really awesome. Thanks for sharing. Thanks. This is really good work. I just wanna make sure I'm understanding 335 00:29:12.715 --> 00:29:17.674 the stack correctly. So I've got a huge database. It pertains to a lot of governments, 336 00:29:18.315 --> 00:29:24.315 and we're helping build agents for those governments to use the data to help them execute their key workflows. 337 00:29:24.910 --> 00:29:28.590 We've built those agents in the LangFlow environment 338 00:29:29.390 --> 00:29:36.029 and agnostic kind of different LLMs, but I'm still, you know, constantly questioning the security of that. So is there 339 00:29:36.430 --> 00:29:39.070 is this if I'm understanding this right, 340 00:29:40.375 --> 00:29:44.374 is I don't know if Morpheus is a replacement kind of the LangFlu infrastructure, 341 00:29:44.534 --> 00:29:45.254 but then 342 00:29:46.534 --> 00:29:52.774 seems like this Morpheus would be much have much more natural privacy protections in place. 343 00:29:53.335 --> 00:29:58.269 And then is there a world way down the road where cities, counties, local governments 344 00:29:58.510 --> 00:30:03.709 have agents for them that might be posing these questions about their performance in Buzz? 345 00:30:03.870 --> 00:30:10.510 And then if our agents who are doing this work with their data for them are also in Buzz, they could be answering their questions 346 00:30:10.835 --> 00:30:20.034 for them, and then I would have the assurance that they're only sharing their own data, and everything else is kinda locked down appropriately. Just wanna make sure I'm understanding this all correctly. 347 00:30:20.275 --> 00:30:22.514 Yeah. That... That's that's a great question. 348 00:30:23.155 --> 00:30:25.875 I would say Lang Chan is an example of a good harness. 349 00:30:26.299 --> 00:30:26.940 Right? 350 00:30:27.419 --> 00:30:33.979 It's it's a tool set. And so Morpheus is not replacing that. It's something you can use with Morpheus. 351 00:30:34.059 --> 00:30:39.580 Right? It can provide the inference, the models, the LMs that you need to power your 352 00:30:39.820 --> 00:30:40.780 langchen 353 00:30:40.780 --> 00:30:41.179 setup. 354 00:30:42.325 --> 00:30:45.445 And, yes, I I think that's a interesting use case. 355 00:30:45.764 --> 00:30:51.604 You can definitely know for sure that it only has that information if you're, you know, connecting that agent. 356 00:30:52.085 --> 00:30:56.005 And a lot of people are starting to use agents for all sorts of support 357 00:30:56.490 --> 00:30:58.490 and other tasks. Right? There's there's 358 00:30:58.650 --> 00:31:08.170 far more interactions that we'd all

like to have than we have time to have. So I love the idea that I have an agent, and they can answer Alan's question at 2AM 359 00:31:08.585 --> 00:31:13.065 or on the weekend or when I'm traveling in in an airplane, 360 00:31:13.305 --> 00:31:18.185 it's still there, and it can still get something done. Think about how that transforms 361 00:31:18.185 --> 00:31:18.825 work. 362 00:31:19.465 --> 00:31:21.465 Right? Today, you have a weekly meeting. 363 00:31:22.130 --> 00:31:27.570 You know, you you you have a a transcription to that meeting. Now I just dump that transcription 364 00:31:27.890 --> 00:31:37.674 into my agent and say, hey. Give me all the outcomes, all the tasks, and all the things that need to be done, and start working on them. And I'll check back in an hour later, 365 00:31:37.915 --> 00:31:48.875 and the things we were talking about during the meeting are already getting executed on. I didn't have to wait for next time I had an open time to to focus on it. But... Yeah. Nextly... 366 00:31:49.460 --> 00:32:00.100 Oh, go ahead, Moe. Oh, I was gonna say I love this question and things like it, especially if it ever pertains to things like government and national security or security of public... 367 00:32:00.180 --> 00:32:00.659 Private 368 00:32:01.300 --> 00:32:04.420 public information or the ability to keep that information private. 369 00:32:05.095 --> 00:32:07.335 I think Morpheus specifically 370 00:32:07.335 --> 00:32:19.095 is such a strong natural fit for security of government RAN agents and and really just, like, use of AI in general for for this main reason. And and this is now gonna be... 371 00:32:19.930 --> 00:32:22.250 I'm gonna do just a slight teetering 372 00:32:22.250 --> 00:32:24.010 into Tinfoil Hatville. 373 00:32:24.090 --> 00:32:26.890 So everybody, you know, hold your chairs. 374 00:32:27.610 --> 00:32:30.250 But I just want you to think about a world where 375 00:32:30.410 --> 00:32:35.530 we are using agentic AI for all types of public 376 00:32:34.845 --> 00:32:36.845 public works, whether that's 377 00:32:36.925 --> 00:32:41.644 local governments, whether that's the military, whether it's, you know, what have you. 378 00:32:42.365 --> 00:32:45.884 If you are centrally running all of that inference 379 00:32:46.045 --> 00:32:52.349 in physical data centers that are operated by those government agencies or private companies 380 00:32:52.750 --> 00:32:55.710 operate... Or or, you know, backing those government agencies, 381 00:32:55.950 --> 00:32:58.830 that is a limited number of attack vectors 382 00:32:59.070 --> 00:33:00.350 to cause a problem. 383 00:33:01.125 --> 00:33:04.005 Even if it's a 100 data centers, 384 00:33:04.325 --> 00:33:12.645 you can feasibly attack physically a 100 data centers, unfortunately, with modern technology and especially with, you know, the increase of drones and things like this. 385 00:33:13.399 --> 00:33:16.440 If you are hosting your agents with decentralized 386 00:33:16.440 --> 00:33:17.240 infrastructure 387 00:33:17.240 --> 00:33:18.039 that's 388 00:33:18.200 --> 00:33:19.000 encrypted 389 00:33:19.000 --> 00:33:25.000 end to end, you as the user do not even know where the hardware is actually located, 390 00:33:25.565 --> 00:33:34.445 and you don't even... You don't really care where it's actually located because you can verify with physics that it's running the thing that you want it to run and it's doing so privately, 391 00:33:35.005 --> 00:33:36.605 how can that be attacked? 392 00:33:37.485 --> 00:33:40.045 Gun to my head. How do I shut your agent off? I don't know. 393 00:33:40.690 --> 00:33:52.370 Yep. Well, I mean, that was the original inspiration for the Internet. Right? Is they wanted a network that they couldn't fall down and didn't have a central point of failure. So Morpheus is that for AI. But great question. 394 00:33:53.575 --> 00:33:58.055 Do we have any other questions? We just have a couple more minutes on our end. And if not, it's okay. 395 00:33:58.535 --> 00:33:59.255 I think 396 00:34:00.615 --> 00:34:06.535 that's all the questions we have. I'm gonna do a preamble just really quick to something we're gonna discuss later 397 00:34:07.060 --> 00:34:10.180 because there's a whole other aspect to Morpheus with 398 00:34:10.420 --> 00:34:14.340 a more token and other things and staking it to get inference perpetually 399 00:34:14.340 --> 00:34:16.580 that we're not gonna go into all in this live stream, 400 00:34:16.900 --> 00:34:22.020 but there is a whole other component that I'm excited about. And the one thing I'll say on it is maybe a teaser, but, like, 401 00:34:22.944 --> 00:34:25.425 this month is my one year anniversary 402 00:34:25.585 --> 00:34:27.984 of running my OpenCode 403 00:34:27.984 --> 00:34:30.865 and then Hermes agents 100% 404 00:34:30.865 --> 00:34:32.865 on Morpheus compute 405 00:34:33.025 --> 00:34:36.625 without paying any API fees. So I've staked 406 00:34:36.625 --> 00:34:37.184 the same, 407 00:34:37.790 --> 00:34:39.630 I think, like, $2,500 408 00:34:39.630 --> 00:34:40.590 ish 409 00:34:40.670 --> 00:34:43.550 worth of token for an entire year 410 00:34:43.869 --> 00:34:44.910 nonstop, 411 00:34:44.990 --> 00:34:47.470 permissionless access to private compute 412 00:34:47.710 --> 00:34:50.349 that would have cost me over $70,000 413 00:34:50.349 --> 00:34:55.165 if I would have paid API costs throughout the whole year. So from, like, a business perspective, 414 00:34:55.405 --> 00:34:57.245 and we'll get deep into this after lunch, 415 00:34:57.565 --> 00:35:04.285 it's just phenomenal on my end because I've saved literally tens of thousands of dollars while having better privacy 416 00:35:04.445 --> 00:35:19.560 than I could have anywhere else. And for me, that's like the holy grail. Yeah. That's the best part, Bryan, is all of the things that we just said, which are specifically gonna be things that developers care about and people who are very

focused on privacy care about, which which is great and should exist, 417 00:35:20.244 --> 00:35:31.525 is not even the biggest win for most people because most people are already willing to give up those privacy rights, which is why they use things like ChatGPT and Claude in the first place. 418 00:35:31.765 --> 00:35:36.890 Fine. If you're someone who doesn't care about that... Well, I I wish you would, but let's just say that you don't, 419 00:35:37.609 --> 00:35:39.369 there is still a 420 00:35:39.609 --> 00:35:40.490 massive, 421 00:35:40.730 --> 00:35:41.770 undeniable 422 00:35:41.770 --> 00:35:49.930 economic benefit to using Morpheus that, yeah, you guys will definitely get into it, but that's... Yeah. We, like, we just scratched the surface with the privacy piece. 423 00:35:50.545 --> 00:35:54.945 Yep. Yeah. I'll I'll say, this is Rob from DRM three. Hey, guys. 424 00:35:55.505 --> 00:36:00.225 That's that's initially why I got into it as well. It it kind of changes... 425 00:36:00.785 --> 00:36:06.480 Hello? Yep. We got you. Yep. We got you. It kind of moves you from OPEX expenditure 426 00:36:06.480 --> 00:36:12.080 to CAPEX. Right? So you're buying something. And so when Morpheus says you own your AI, 427 00:36:12.319 --> 00:36:16.160 that's real. You you you actually own it and it's perpetual. So 428 00:36:16.855 --> 00:36:18.775 those that got in early 429 00:36:19.175 --> 00:36:24.215 with decentralized AI have a great situation where they've got it effectively perpetually. 430 00:36:24.215 --> 00:36:25.415 So good. 431 00:36:25.815 --> 00:36:28.615 Yeah. Awesome. Thanks for letting us monopolize 432 00:36:28.615 --> 00:36:29.175 your time. 433 00:36:29.920 --> 00:36:33.280 But... Yeah. So go ahead and show... We have some QR codes up here. 434 00:36:33.760 --> 00:36:39.200 Let's see where Are those big enough, or do I need to make them bigger? Always Bigger's always better in this case, 435 00:36:39.520 --> 00:36:41.440 even though we're not in Texas. But 436 00:36:42.465 --> 00:36:56.830 Let me see if I can full screen it for you. Hold on. And those go to... Okay. So for anyone who's sitting in the back, the first one is just a link to install OpenClaw to x y z if you wanna do that one click agent setup. Second one is if you wanna join 437 00:36:57.150 --> 00:37:00.270 the community, kinda Morpheus community on Buzz 438 00:37:00.270 --> 00:37:04.590 on that platform and start chatting with both humans and agents 439 00:37:04.670 --> 00:37:08.910 about these sorts of things, you're more than welcome to join on that front as well. 440 00:37:10.075 --> 00:37:18.875 Very cool. Well... And I wanna say, Bryan, thanks for hosting. This has been a very fun way to do a town hall and to include all the people 441 00:37:19.355 --> 00:37:21.355 there in person. Like, hopefully, 442 00:37:21.675 --> 00:37:23.035 you know, this has been 443 00:37:23.559 --> 00:37:35.319 interesting and exciting. I just encourage you, if you don't have an agent, set one up. Like, having an agent and not having an agent. I mean, really having an agent. One working for you, a personal agent, 444 00:37:35.964 --> 00:37:56.990 is gonna be a 10 or a 100 x difference in the next year or so. So it's worth the time to get up that learning curve, try it out, and and get set up. But thanks again for hosting, Bryan. We appreciate it. Yeah. Thank you. And leave it back for the last five minutes. We're gonna hang up for five minutes, but continue with the livestream for everyone else, and then we'll drop off in about five. 445 00:37:57.310 --> 00:38:05.724 Thank you, guys. Do, and thank you for the patience, everyone, with the tech issues. Somebody somewhere doesn't want you to hear about this, and you should think you should think deeply about that. We 446 00:38:06.365 --> 00:38:10.445 will. We'll ponder it. Yeah. Yeah. I think it sounds good. Right. K. Thanks, guys. 447 00:38:10.845 --> 00:38:14.045 Awesome. So for regular livestream viewers, 448 00:38:15.140 --> 00:38:17.460 let's let's kick off really quick. 449 00:38:17.860 --> 00:38:23.380 Alan, I know that we had a node update this week, 17.1six. 450 00:38:23.380 --> 00:38:24.740 What is going on with that? 451 00:38:25.700 --> 00:38:26.820 7 dot 16. 452 00:38:27.165 --> 00:38:34.925 Or 7 dot 16, my apologies. That's that's okay. That's no problem. So we talked a little bit about last week on seven fifteen 453 00:38:35.565 --> 00:38:38.125 is starting to do provider steering, 454 00:38:38.125 --> 00:38:39.005 and I talked about 455 00:38:40.690 --> 00:38:41.890 when you wanna do 456 00:38:42.850 --> 00:38:47.490 thinking or non thinking models or context size or tools or images, 457 00:38:48.210 --> 00:38:54.770 you know, seven fifteen was kind of the MVP of that to say, look, regardless of the model, where it's hosted and who hosts it, 458 00:38:56.005 --> 00:39:07.765 I wouldn't be able to turn thinking on or off and that's that's pretty complex because you've got to run it through this, you know, every model and provider kind of accepts those instructions differently and so we've kind of tried to do our our best at a Rosetta Stone 459 00:39:09.160 --> 00:39:19.240 to do that. And so with seven sixteen, we've expanded that, not just thinking on or off, but also context size tools, images, web search, structured answers, and reasoning. 460 00:39:21.255 --> 00:39:34.694 So that gives, again, better steering as as you start to expand your agent's ability to talk to those models is is actually fine tuning them and and getting them to the right model and the right bid that's out there. 461 00:39:36.250 --> 00:39:36.970 Also, 462 00:39:37.690 --> 00:39:41.210 some other security fixes in the CLI. We had a really good... 463 00:39:42.089 --> 00:39:42.730 Hey. 464 00:39:42.890 --> 00:39:50.385 We had a new member just join the Buzz community, by the way. It's got a pop up that says someone else joined. So pretty cool. That was a neat neat pop up. 465

00:39:51.905 --> 00:39:57.905 So in the CLI for Morpheus, we had some defaults that were were pretty big, so a community member helped us 466 00:39:58.545 --> 00:40:02.145 shrink that down to ten minutes. And then I think 467 00:40:02.810 --> 00:40:08.170 Rob himself put in one for command line, some of the error trapping that we we didn't have 468 00:40:08.970 --> 00:40:12.090 handled well. So again, that community feedback is great. 469 00:40:13.290 --> 00:40:16.330 And so that's where seven sixteen, so features and some bug fixes. 470 00:40:16.905 --> 00:40:18.105 And also 471 00:40:18.185 --> 00:40:19.305 on Uplink, 472 00:40:19.625 --> 00:40:21.705 which was the personal API gateway, 473 00:40:22.585 --> 00:40:25.465 just hardened that, added two factor authentication, 474 00:40:25.785 --> 00:40:27.625 and some fallback in fail modes 475 00:40:28.680 --> 00:40:34.600 for when models, you know, models or providers give feedback that they are... They're not available or they have an issue. 476 00:40:35.079 --> 00:40:39.319 So, again, some good good features on the Morpheus Uplink personal API gateway. 477 00:40:40.855 --> 00:40:42.615 That's awesome. Yeah. 478 00:40:42.855 --> 00:40:45.815 The other thing I think worth saying, though, is, 479 00:40:46.295 --> 00:40:51.815 like, the open source models this week have been coming fast. Like, there is a ton of new 480 00:40:52.295 --> 00:40:54.535 models out there. The new DeepSeek 481 00:40:55.080 --> 00:41:00.760 from what it it seems is incredibly powerful. Like, it's benchmarking above 482 00:41:01.160 --> 00:41:02.360 Fable five, 483 00:41:02.680 --> 00:41:07.880 right, levels. And I'm seeing it match even current models when it comes to cybersecurity, 484 00:41:08.375 --> 00:41:12.535 right, and other aspects that the closed models sort of have a lot of censorship around. 485 00:41:12.855 --> 00:41:13.655 And so, 486 00:41:13.895 --> 00:41:19.575 yeah, it's it's an exciting time. We're gonna need all of those models with all of the 487 00:41:20.135 --> 00:41:26.350 sort of hacks that's been going around. The only defense is to have an agent that's constantly doing 488 00:41:26.430 --> 00:41:27.790 security checks 489 00:41:27.869 --> 00:41:30.910 and upgrades and updates and things like that. 490 00:41:31.230 --> 00:41:53.120 So really important to have that. I noticed the other day on that they now build in security checks to your entire tech stack for your website, and they're pushing it. It costs zero credits. They're like, do this check. Push this button, and it it... It's amazing how good the the security checks are getting. Go ahead, Alan. I... Just a quick comment on that. In in my past life, working with 491 00:41:54.400 --> 00:41:56.800 lots of stuff in the... In in history, 492 00:41:57.600 --> 00:41:59.040 things like 493 00:42:00.640 --> 00:42:06.625 those security announcements over the last couple days, the PHP and the node, would have caused mass panic. I mean, 494 00:42:07.265 --> 00:42:09.745 people are panicking. There's a lot of stuff that's going on. 495 00:42:10.145 --> 00:42:21.520 But this morning, over morning coffee, I said, you know, from two different organizations, I've got a 104 repos. Go tell me how bad it is. And the agent went off and told me, hey, you've got three. 496 00:42:22.160 --> 00:42:26.800 Go fix these. And so the ability for having those... You you mentioned that 100 x, 497 00:42:27.120 --> 00:42:28.480 you know, effectiveness. 498 00:42:29.760 --> 00:42:38.135 This was over coffee. You know, I'm cooking eggs while that agent is going and telling me how panicked I should be, and the good thing is it's not. So 499 00:42:39.015 --> 00:42:49.690 that's the accelerator that we're seeing with these and that agent. And oh, by the way, saying, hey, here are my refos that I worry about. Don't want that on anybody else's servers. I want that going through Morpheus private inference 500 00:42:49.849 --> 00:42:57.050 so that I don't, you know, pre on their... Pre pre alert something. So it's just a game changer. I I agree, David. If you don't have an agent, 501 00:42:57.625 --> 00:42:58.585 get one. 502 00:42:58.825 --> 00:43:00.825 Yeah. And put it on Morpheus. 503 00:43:01.065 --> 00:43:07.465 Mhmm. Yeah. I will... I'd love... So in in the deepsake news, David, did you see that they raised nearly $15,000,000,000 504 00:43:07.705 --> 00:43:19.250 in this current funding round, which is... I didn't I didn't see exactly where the source was, but probably China is probably probably where a lot of that capital came from. What I love about this, though, is 505 00:43:19.490 --> 00:43:20.610 it puts 506 00:43:20.770 --> 00:43:29.935 such a large amount of pressure on the Frontier Labs in The US and also just continues to perpetuate open source. Because in this case specifically, 507 00:43:30.255 --> 00:43:33.055 China just generally not respecting, 508 00:43:33.855 --> 00:43:34.415 like... 509 00:43:34.815 --> 00:43:36.335 What's the word I'm looking for? 510 00:43:36.734 --> 00:43:44.110 Like, copyright laws and things like this is a huge win for the average person who's using open source AI. 511 00:43:44.350 --> 00:44:02.865 Because, basically, you know, historically, it's like, oh, well, this stuff got, you know, effectively copied and improved upon or whatever, and now it's offered in the Chinese market, specifically by these Chinese companies that we don't have access to. That's not the case anymore. Now it's like, oh, well, we benefit everywhere from this happening, so net positive. 512 00:44:03.505 --> 00:44:05.185 Yeah. Now everybody's 513 00:44:05.185 --> 00:44:09.984 sort of getting the benefit of that intelligence work that's being done. It was interesting to see 514 00:44:10.420 --> 00:44:18.020 the US government decided they don't like DeepSeek, and they're now not letting at least any of the government agencies 515 00:44:18.420 --> 00:44:19.860 access DeepSeek. 516 00:44:20.420 -->

00:44:24.500 It may... I... I've heard mixed reviews that it may be only applicable 517 00:44:24.995 --> 00:44:27.875 to accessing the Chinese based API 518 00:44:28.435 --> 00:44:37.315 of DeepSeek or whether it applies to all models. It's hard to know how you would apply that to something locally hosted and even know what models it it is. 519 00:44:38.130 --> 00:44:39.890 But, you know, I think we're gonna see 520 00:44:40.210 --> 00:44:45.170 more of that, and you sort of have The US and and China and their opposing spheres. 521 00:44:45.250 --> 00:44:47.970 But, honestly, the competition is benefiting everybody. 522 00:44:48.210 --> 00:44:53.250 Right? And and it's driving down the cost of tokens. It's driving up the value of the intelligence. 523 00:44:53.250 --> 00:44:59.445 I think we're just gonna see more and more like that. I I hope to... That GLM is not added to that list because 524 00:45:00.005 --> 00:45:10.910 they're based in Singapore. And so people use the word Chinese very broadly as, like, they're in Singapore. Like, the... We... You know, I go to Singapore. I know they're in Singapore. Like... 525 00:45:10.990 --> 00:45:13.630 You know? So let... Let's use a more nuance. 526 00:45:13.870 --> 00:45:26.495 And so that's... It's one of my favorite models. So Yeah. Hopefully, that avoids the flack of of the nationalistic stuff. Well, I actually think it's pretty rational to have a ban if it is specifically 527 00:45:26.975 --> 00:45:28.335 for the provider. 528 00:45:28.735 --> 00:45:34.820 If it's specifically like, hey. We're not gonna use DeepSeek as a as a large language model via 529 00:45:34.980 --> 00:45:35.780 centralized 530 00:45:35.780 --> 00:45:40.900 providers located in China. Sure. Yeah. I get it. That makes sense. You're you're 531 00:45:41.300 --> 00:45:49.165 giving privacy to... I'm looking right here. It was the Department of Homeland Security. Yeah. That's a rational position. But this is, again, when... What I was saying earlier, 532 00:45:49.885 --> 00:45:50.445 where 533 00:45:51.325 --> 00:46:00.525 this is why Morpheus is so important because you can have access to the same level of intelligence and these same tools without needing to worry about, 534 00:46:01.070 --> 00:46:11.070 oh, this provider is ran on this hardware that's being monitored by x y z country, x y z entity. It it solves for that. Like, that's that's the point. 535 00:46:11.630 --> 00:46:17.425 Again, like, not even mentioning the economic components, which are arguably the other best part. 536 00:46:18.385 --> 00:46:24.465 Yeah. So it is it is interesting. Now the question is, you know, are the the powers that be in the government... 537 00:46:24.945 --> 00:46:29.345 Is this a rational decision that they're making on purpose, or is it accidentally rational? 538 00:46:29.670 --> 00:46:33.910 And then they're gonna be irrational in how it's implemented by saying, hey. Categorically, 539 00:46:33.910 --> 00:46:40.310 we're not gonna use, you know, this model despite the fact that it's open source and we can measure it and, you know, all of these other things? 540 00:46:41.430 --> 00:46:43.589 Yeah. I did see that, though. I thought it was pretty interesting. 541 00:46:45.475 --> 00:46:50.675 What other... I didn't see another model released this week, David. What was the other one? 542 00:46:51.955 --> 00:46:55.795 There were a few. I think there's a new Mini Max. There's, 543 00:46:56.035 --> 00:46:58.435 I think, a different version now of Muse. 544 00:46:59.829 --> 00:47:03.670 There there was a whole series of them that that came out. There's also 545 00:47:04.470 --> 00:47:05.670 an American 546 00:47:05.750 --> 00:47:10.870 open source, but it it didn't seem like it it ranked that high or was that really 547 00:47:11.430 --> 00:47:16.005 interesting. I'd be more powerful than than Jem and some of the older models, 548 00:47:16.645 --> 00:47:30.040 but, you know, there was just a whole flurry. And then I think that news got subsumed by the cybersecurity news. Mhmm. Right? Yeah. And that's been the whole news cycle the last forty eight hours. Yeah. Can you guys explain to me, like I'm me, 549 00:47:30.440 --> 00:47:32.200 what exactly is going on there? 550 00:47:32.760 --> 00:47:33.480 So 551 00:47:34.120 --> 00:47:36.040 there are a couple of big 552 00:47:36.040 --> 00:47:40.600 programming language libraries and things that a lot of people use for the Internet. 553 00:47:41.335 --> 00:47:42.855 PHP is one of those. 554 00:47:43.815 --> 00:47:45.815 Node is another one of those. 555 00:47:46.455 --> 00:47:50.775 So this is why it's important to update your your software. Node is one of the 556 00:47:51.975 --> 00:47:53.175 things affected, 557 00:47:53.175 --> 00:47:57.070 and Morpheus and OpenCLAW and and everything uses Node. 558 00:47:57.310 --> 00:48:05.870 So it... It's a good idea to do your update. You know, I went in and, like Alan said, I asked my agent, here's the list of recent hacks. Which ones 559 00:48:06.030 --> 00:48:08.670 are my software affected by? Oh, this one. This one. Okay. 560 00:48:09.515 --> 00:48:11.115 Update the security patch. 561 00:48:11.675 --> 00:48:19.355 Done. Right? So it doesn't take a lot of work necessarily to fix it, but you gotta be on top of it. And so highly recommend people 562 00:48:20.155 --> 00:48:21.435 upgrade to the latest version. 563 00:48:23.900 --> 00:48:32.380 Agreed. I'm actually... As you were talking, I was replying to my agent to make sure it checks to to see if it was on on the latest version. 564 00:48:36.305 --> 00:48:41.825 Yep. That would be a good thing to do. And so PrinceAll OpenClaw 565 00:48:42.464 --> 00:48:44.224 made made the upgrades 566 00:48:44.545 --> 00:48:47.505 on GitHub. And so... Yeah. Now everybody... 567 00:48:48.579 --> 00:49:01.540 It's it's good to... If you see a security pop up on any of your devices or stuff, make sure, one, it's coming from, you know, the the real app store or

you're going directly to the website. But if it's a legit upgrade, 568 00:49:01.540 --> 00:49:05.205 you you really wanna do it right now. So there's there's a lot of stuff floating around. 569 00:49:05.684 --> 00:49:12.405 You don't wanna have your your file stolen or stuff like that. So, you know, I think we're gonna keep going through this. The next 570 00:49:13.204 --> 00:49:14.885 six months would be my guess, 571 00:49:15.365 --> 00:49:19.360 is every bug that exists is gonna get found. 572 00:49:19.840 --> 00:49:21.760 There's swarms of agents 573 00:49:21.920 --> 00:49:23.920 everywhere on the Internet now 574 00:49:24.480 --> 00:49:30.000 trying to find all these zero days and and and steal money and and hack. Right? And so 575 00:49:30.444 --> 00:49:33.965 all the world's software that was ever written before this moment, 576 00:49:34.125 --> 00:49:35.484 right, is gonna get 577 00:49:35.724 --> 00:49:38.525 reviewed with a fine tooth comb, 578 00:49:38.765 --> 00:49:40.685 and they're gonna find all those bugs. 579 00:49:40.924 --> 00:49:43.005 My my hope is going forward, 580 00:49:43.860 --> 00:49:55.220 the cost to audit, the cost of security software has never been lower. Like, when I when I publish something that's gone through 10 audits by different models with different approaches, 581 00:49:55.460 --> 00:50:04.555 and it gets to a point where, like, okay, I think this is this is pretty solid. Right? But we've never had the ability to do that before. People were just writing code, 582 00:50:04.955 --> 00:50:07.355 and maybe they got somebody else to look at it, 583 00:50:08.395 --> 00:50:13.675 and that was it. Right? Maybe they had a test suite. Maybe they did a few things if they were sophisticated, 584 00:50:13.675 --> 00:50:15.720 but, you know, I think the 585 00:50:16.440 --> 00:50:19.800 the the challenge now is you gotta take securities 586 00:50:20.040 --> 00:50:25.400 more seriously, but you have the tools to do that. Right? You should have an agent auditing 587 00:50:25.400 --> 00:50:37.825 every piece of code before it goes to production. Hey. Throw three agents at it. Have three different models do it. Have them use different libraries and approaches. Right? So my hope is we'll get through the next six months, 588 00:50:38.145 --> 00:50:41.825 and we'll come out the other side, and code will be bulletproof. 589 00:50:42.520 --> 00:50:44.280 It will be post quantum. 590 00:50:44.680 --> 00:50:45.800 It will be... 591 00:50:46.040 --> 00:50:49.960 You know, even people are moving towards, like, deterministic code. 592 00:50:50.200 --> 00:50:54.520 You know? Show me it can't be hacked. Like, how do you get to those 593 00:50:54.995 --> 00:50:56.595 those type of approaches? 594 00:50:56.755 --> 00:51:03.715 I think there's gonna be more and more pressure to to get there the next six, twelve months. Yeah. The whole thing is just... It's antifragile. 595 00:51:03.795 --> 00:51:12.620 Yep. Like, it... It's exactly what's

so powerful with DeFi. Like, you build a system that improves upon itself and exploits literally make the system stronger. 596 00:51:12.859 --> 00:51:15.420 And, yeah, we will eventually get to the point where 597 00:51:16.540 --> 00:51:17.260 we... 598 00:51:17.660 --> 00:51:19.660 Or at least beyond 599 00:51:19.819 --> 00:51:25.685 the type... Like, any hacking that a person will be able to do. And then it's just a measure of 600 00:51:25.925 --> 00:51:34.645 having the white hat agents up to speed with the black hat agents. And I'm sure there'll be some relative cat and mouse game that happens with that to a certain point, and then... 601 00:51:34.965 --> 00:51:35.525 You know? 602 00:51:35.925 --> 00:51:39.765 And and I wrote my article. This is the ten year anniversary 603 00:51:39.950 --> 00:51:42.110 of my article on this subject. 604 00:51:42.430 --> 00:51:47.630 Right? So if you look up my old article on how blockchain will save us from the coming of strong AI, 605 00:51:47.870 --> 00:51:52.990 this is literally what I was talking about. And and I think we are in a good place, though, because the white hat, 606 00:51:53.585 --> 00:51:54.145 the 607 00:51:54.545 --> 00:51:56.305 companies, the individuals, 608 00:51:56.785 --> 00:51:59.025 right, they make up a $120,000,000,000,000 609 00:51:59.025 --> 00:52:01.585 economy. We are way better resourced 610 00:52:01.744 --> 00:52:03.425 than the bad actors. 611 00:52:03.744 --> 00:52:12.870 Right? And so we just have to avoid the temptation to run to safety by giving one government or one company all the power 612 00:52:13.110 --> 00:52:15.190 as if they would magically 613 00:52:15.190 --> 00:52:20.150 solve these problems for us. Like, people have gotta solve these problems themselves and 614 00:52:20.724 --> 00:52:22.244 avoid that centralization, 615 00:52:22.244 --> 00:52:27.125 and we're in a good spot so far. But this is this is going well in in the sense that, 616 00:52:27.444 --> 00:52:30.165 like you were saying, Alan, it's easier than ever to 617 00:52:30.805 --> 00:52:34.244 address these things. They're not, you know, oh, I gotta rebuild everything for a month. 618 00:52:35.020 --> 00:52:36.860 Right? Or rip everything apart, 619 00:52:37.100 --> 00:52:40.300 scan it in five minutes. Oh, this is what I gotta update. Done. 620 00:52:40.620 --> 00:52:45.980 Right? Yeah. Searching searching through code for that one call anymore is is gone. 621 00:52:46.460 --> 00:52:54.645 And the Amplitude. Right? So this is this is what happened in in Web one point o in the early days of this is is your attackers all of a sudden had the capability, 622 00:52:54.725 --> 00:53:10.430 and the panic and the and the doom and the gloom were so huge. But eventually... And and then the defense against it, and then the another attack in the defense. And eventually we got into that that settled out. We now have a new inflection point where, oh my god, you're finding that all these models found huge 623

00:53:10.430 --> 00:53:11.310 exploits, 624 00:53:11.710 --> 00:53:14.670 but you're able to meet them. And we'll see that amplitude go down over time. 625 00:53:15.385 --> 00:53:22.025 But you're right. In that panic time, you can't go and say, oh, save me, government, you know, insert Beau's comments earlier, 626 00:53:23.305 --> 00:53:32.000 because it's just not gonna work. So I think that... I think we'll we'll all level out and and on the other side of this, we'll have a good... Stasis is probably the wrong word, 627 00:53:32.400 --> 00:53:38.160 but balance between the red that that that, you know, the the red and the white teams. 628 00:53:38.640 --> 00:53:40.720 It's gonna happen. People want to exploit. 629 00:53:41.440 --> 00:53:43.280 Our defenses get better, and hopefully, 630 00:53:45.125 --> 00:53:53.125 preventative measures, you know, kind of as what what Beau was talking about. This is, you know, can you create the hack proof system? Can you create the vulnerable... 631 00:53:53.205 --> 00:53:54.885 Vulnerability proof system? 632 00:53:55.205 --> 00:53:59.540 Doubt it? You know, people created it. People can break it. But, 633 00:54:00.260 --> 00:54:04.100 yeah, the the waves are high, but they'll get down. They'll they'll get better. 634 00:54:04.980 --> 00:54:05.620 Yeah. 635 00:54:05.940 --> 00:54:13.805 If, well, if the whole Internet doesn't get shut off, which is apparently what we're looking at right now. So this is all under the assumption that the Internet still exists tomorrow, 636 00:54:13.885 --> 00:54:16.205 but I... You know, there's good odds. 637 00:54:17.245 --> 00:54:20.685 Yeah. I I I think we'll be okay. We'll be okay. 638 00:54:21.805 --> 00:54:23.405 I'm I'm seeing just, like, 639 00:54:24.400 --> 00:54:25.680 astronomical 640 00:54:25.760 --> 00:54:32.160 levels of FUD on the timeline, though, of not not of, like, us or anything, but just, like, generally the... 641 00:54:32.480 --> 00:54:37.200 There's a... I'm looking at a tweet right now. It has nearly a million impressions, 642 00:54:37.280 --> 00:54:39.040 and it's literally a video 643 00:54:39.200 --> 00:54:39.840 that 644 00:54:40.135 --> 00:54:40.775 has 645 00:54:41.175 --> 00:54:51.255 a square that says PHP on it. Let me just show you, actually. I keep forgetting. This is why we're doing a video show now, by the way, guys, so I can share the ridiculous stuff that I I see. 646 00:54:53.255 --> 00:54:55.335 They're literally making it look like 647 00:54:55.700 --> 00:54:56.980 nuclear 648 00:54:56.980 --> 00:54:58.020 Armageddon, 649 00:54:58.020 --> 00:55:04.020 which for some reason is originating in this North Africa, which I'm not sure why. That feels 650 00:55:04.260 --> 00:55:07.940 probably not not where this came from. But maybe. Who knows? 651 00:55:08.945 --> 00:55:15.105 The Sahara is is really Yeah. That's right. Really known for their hackers. Yeah. The desert hates... 652 00:55:15.425 --> 00:55:16.385 Yeah. Exactly. 653 00:55:16.785 --> 00:55:26.410 But, anyway, yeah, record levels of fear going on in the market now. To be fair, like, the Indian one, it's like, oh my gosh. You guys saw the number four? 654 00:55:26.650 --> 00:55:27.690 It's like somebody 655 00:55:28.650 --> 00:55:30.490 in charge of setting 656 00:55:30.730 --> 00:55:32.170 the private key 657 00:55:32.570 --> 00:55:34.250 for one of the 658 00:55:35.210 --> 00:55:36.570 HTTPS 659 00:55:36.605 --> 00:55:40.525 certificates had literally just used the number four, and it's like, 660 00:55:41.164 --> 00:55:42.045 come on. 661 00:55:42.684 --> 00:55:43.325 What? 662 00:55:44.125 --> 00:55:45.565 Oh, you know That 663 00:55:46.045 --> 00:55:58.990 should have been preventable. That should have been... That should have never left the gate. That's one of those things that should never have made... Seen the light of day. Yeah. But, like, when he was... Or he or she was designing it, it was kinda genius. I wouldn't have guessed for... 664 00:55:59.869 --> 00:56:18.405 You know? Everyone's sitting there like, it's gotta be something way harder than that. No way they would make it one number. And Oh, man. Like, you you hear these stories sometimes, and it's either, like, crazy or genius. Like, apparently, for, like, thirty years, the nuclear code in The US was, like, eight zeros or something. It's 665 00:56:18.405 --> 00:56:25.650 like, they'll never even believe that's a real code. Like, look. It's their That's the same they'll think that's real. It's like 666 00:56:26.050 --> 00:56:31.970 That's the same combination I have with my luggage. Yeah. Exactly. Right. 12345. 667 00:56:31.970 --> 00:56:52.540 Yeah. It's kinda genius. Hey. They're gonna make another Spaceball. Spaceball two is coming. Oh, is that right? Can't can't wait. If you're too young to know the reference, that is the reference Alan is making. Thank you. I'm glad. So I'm I'm glad someone got that. Enough. I'm old enough. I've I've seen it, but I... I'm not gonna lie. I didn't catch that much right away. Thank thank goodness. Three, 668 00:56:53.260 --> 00:56:54.540 5 is right out. 669 00:56:54.859 --> 00:56:59.420 Yes. Yeah. Yeah. Three. Yeah. Five is right out. Exactly. So we just go all the bad references. 670 00:56:59.934 --> 00:57:00.974 Oh, man. 671 00:57:01.535 --> 00:57:25.030 Good stuff. Well, should probably wrap it up. It's been an awesome fun. This was a good this was a good experience. A lot of fun. Yeah. Thanks, guys. We will be back next week normal time, normal place. And by normal place, I mean, I will figure out how to make YouTube turn back on by then. So if you're watching this in Provo, thank you, first of all. Or if you're watching this via X right now, also thank you. Sorry that the 672 00:57:25.350 --> 00:57:38.935 YouTube link... I don't know what's going on here. It's still... Riverside is just not connecting with YouTube. So YouTube YouTube may have been one of the victims of Yeah. I wonder if they shut down the hatches. YouTube was like, absolutely not. Like Mhmm. 673 00:57:38.935 --> 00:57:39.495 Nothing. 674 00:57:39.735 --> 00:57:40.615 Connectors. 675 00:57:40.695 --> 00:57:48.430 Break them all. Yeah. I don't know. I bet if MrBeast was going live right now, it would magically work. Something tells me. I'm just kidding. Anyway, 676 00:57:49.070 --> 00:57:53.550 alright, guys. Thank you so much. We will talk to you all next week. Take care. Sounds good.