AI news is about to look very different with AI swarms (100+ bundles of agents) working all over the internet. I used to think security was just about privacy. I quickly learned, with Naval Ravikant's work in 2019, that invisibility is a superpower. If you have a digital footprint, there's data about you that's accessible to the public world. And that scares people for a few reasons. 1) Being sold to Every piece of media you've consumed in the last 24 hours, every tug of war towards your attention, the end intent is to individually sell to you. The hurtful part, it'll work. When you're on the hunt for a deal, your search engines want to join you for the hunt. The reality is that "good deal" can be an echo chamber (an environment of conversation that reinforces itself). For example, when your friends are shopping for the same thing as you, two people searching the same thing within 5-10 minutes of each other in the same location might be a useful data point to target someone who might be interested in buying. If you learn how to harness tools for this data, marketing and advertising will be lucrative for you. If you're not into marketing, then the second point is worth paying attention to. 2) Dead Internet Consuming a thread of reviews on a product on Reddit, but instead of it being 18 unique individuals, it was 18 AI agents conversing with each other on a chained job, set on a cron job (i.e. every 52 minutes). Imagine setting up a few of these, you essentially create an entire ecosystem through prompt chain. No better time to reflect on your consumption habits. This is real architecture going into businesses today. Worth the rabbit hole More to pay attention to:

- Food for thought - Positive psychology is attractive. If you can think of it, the odds of you materializing into it become possible. When it comes to what people expect out of engaging with you, the tint in which you convey your identity shifts how the other person orients themselves to you. Put simply, who you say you are and who you appear to be may not always be the same. This typically isn't by design but by circumstance. In periods of change, which are constant, how you view yourself and how you tell the world who you are can shapeshift. Educators, as a lifelong learner, experience this in realtime. The moment somebody gets an idea we're training them on, a concept we're trying to bridge, that lightbulb moment. As a student, you experience this almost daily if you're in the right rooms. Curiosity expanded in the direction that makes you feel like progress. As a founder, I spend an unruly amount of time contemplating the theory of constraints and what brick do I need to lay next to continually build a formidable business? After formal education, imagination isn't always rewarded; it's often diminished. Imagination is seen as wishful, and practicality can cloud your nervous system. The pressures to create, to provide, and become something notable for those you aim to serve. Over the years, I've found workshops to be a gratifying playground for this sort of transformation. To transform, or rather transcend, means to end the trance. The beliefs you affirm and tell yourself over and over = A trance. A trance is composed of your psychology and your emotional state at any given moment. If you tell yourself you're not smart enough, the likelihood that you will be the person that makes smart decisions goes down day by day. On the other hand, if you believe you are the type of person to rise to the occasion and become capable, your emotional state tends to follow. Your psychology is shaped by your words, your language, and means of conveying that to the world.

An appetite for innovation, much like with food, can be overfed. While we're being fed with information 24/7, we starve for insight. It keeps us coming back, reading on, listening, watching, participating by being in the right rooms. The language that talks to transformation, storytelling change, it's buried in marketing techno-babble. The overpromise and under delivery, festers the same skepticism that keeps you divided from experiencing that change. ** DISCLAIMER ** This is experimental. It's secure, but only approach doing this yourself with a professional. This is likely to be the most complex thing I ever teach in this entire program, just because it's easy to fall awry. Everything is figure-out-able. I highly encourage you to feed the PDF and the Docx into a LLM of your choice to dissect and understand what's happening. That being said, join us tomorrow @ 12pm EST to build this live! Kimi's Army **Extra Context** Previously, the extent of AI mobile use has been input into memory. Now, with a novelty that isn't equipped to help the average user, but those that understand how servers and the extent of what this can do. This is not for everyone, which is why it's core to doing your homework on this. That being said, this setup can be a dangerously advantageous digital worker that you can queue and offload tasks to. Previously, you'd attempt this through a paid LLM of your choice. However, it's input and then memory. You need an AI that will create workout plans for you. You need one that will make you healthier. Faster. Smarter. And it needs to be cost effective. Any approach on the internet will easily be $500 and up for a monthly compute fee. This novel approach takes an API angle to Kimi 2.5, and takes advantage of their agent swarm capability. This used to be an architecture advantage, meaning cheaper/faster use of multiple AI agents trained vertically on your task was by design. Now, it's orchestrated automatically up to 100 agents.

Hey all! Got two shows planned for these 2 hour sessions, all resources will be free. The session will not be recorded but future productions will likely include material covered, so if you can't join, no worries! Shoot me a message if there's anything specific you're looking for. Show A - Anatomy of an AI Agent (30 min) - Building a Personal Operating System - Matrix Maps (60 min) - Q&A (30 min) Show B - The Digital Hunt - How AI Can Find Anyone (30 min) - Job Scout - Build AI That Finds Jobs & Ranks Them For You (30 min) - Preview of 30/60/90 Day Program (30 min) - Q&A (30 min) Hope to see you there!

In 2016, you could argue that most businesses didn't know you could pay to rank in search. Paid advertising had a shift, especially in social media. Advertising campaigns have to show up first in regional search in order for their ads to be pushed even further. Organically, your data has to be available already. Access to what they can find out about you is a real asset to a business, and slowly, a decade later, OSINT gets more recognition. OSINT = Open Source Intelligence. The TL;DR is anyone can find your digital dossier with a little bit of scripting. Privacy out the window. You can imagine why this isn't globally pushed or talked about much. Search Temu a handful of times and you'll see it in every other mobile ad. Now I'm not saying they're using OSINT, however, there are similar tools built on OSINT's framework. Now, in an age where over 90% of the sites are experienced once removed (meaning it takes two clicks to explore instead of one), and most insights are drawn from summaries over actual manual research, that means data needs to be restructured for modern day traffic. Most businesses and people are under-represented in AI search, and the sooner you figure out what it takes to create that, you surface real enterprise value and net new revenue. There are 2 assets worth sharing: 1) The Infamous FAQ Schema, Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO) The conventional industry of Search Engine Optimization (SEO) used to just mean Google Adwords, which were keywords you would pay for. If you do any preliminary research on GEO/AEO, the approach changes a bit. Full disclosure, I am merely documenting my experience building this internally, this is not prescriptive. GEO - The inference material that an LLM uses to generate relevant content. Keyword is generate, for generative AI. AEO - The answers it can derive in relation to a person's problems. This category is exceptionally important. Think about the problems you've solved searching with AI. The sources are typically an article or blog from a company that solves that problem.