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How My Projects Fit Together

Project Relationships

When people look at the various projects I’ve put out over the last year,
they often ask which is the main one, or if they’re all related. And if
so—how?

So I see you doing Fabric, and then Substrate, and now you’re on about some
thing called Human 3.0. And what’s this Telos thing?

Like, what are you actually doing? Is it all related?

  A not-dumb question I often get

Yes, they are related, and this is the page where I describe how.

The Problem(s)

I like starting every conversation about solutions with a clear description
of the
Problems
they’re meant to solve.

Here are the Problems that all my life’s work—including all the projects
above—is based around (WP = World Problem):

WP1: Humans are suffering from a lack of purpose and meaning in their
lives, which is causing mental health and societal problems.

WP2: Humans do not understand—and are not prepared for—the
sophistication and speed of introduction of AI into our society, which will
cause major work disruptions and exacerbate our lack of purpose.

WP3: Humans are not trained to become full-spectrum people, but
rather to become economically useful to a materialistic and transactional
economy.

Most of my future work will be centered around solving these issues.

Security forever

There are two exceptions, however, that are purely in my home space of
Information Security, which I still absolutely love and will never really
move away from. I see AI as containing security, so I will continue
doing security projects, assessments, consulting, advising, and thinking.
It’ll just likely be accompanied by a regular question of “How can I turn
this into a (AI-enhanced) platform?”.

Here are the two main security projects I’m currently working on and will
continue (along with 1-2 security assessments per year).

  • HELIOS—An AI-assisted continuous monitoring and assessment system for
    attack surfaces.

  • DOMAIN—An AI-powered Security Program management framework and platform.

Basically, I will always be doing Information Security. It’s in my DNA and
how I think about the world. And interestingly enough, security is actually
Latin—meaning se (without), and cura (worry), so it’s actually
very much part of my overall mission now, i.e.,: helping people can become
their best selves.

Anyway, those two security projects are in my two favorite sub-fields in
InfoSec (Attack Surface Management and Program Management), and I will
continue maintaining and upgrading them. But I will mostly be hacking on and
improving them technically while people I hire manage them from a
business standpoint.

The Major Projects

With that clearly stated, here are the major projects I’m currently working
on, and how they address WP1, WP2, and WP3.

  • Substrate

  • Fabric

  • Telos

  • Daemon

  • Human 3.0

Let’s look at each one first, and then at how they work together.

Substrate

Substrate is an open-source framework for increasing human understanding,
meaning, and progress. It’s designed to make the things that matter to
humans more transparent, discussable, and ultimately—fixable.

Application

Substrate is designed to be used as a map to explain things and solve
problems.

It’s a bit abstract until you see an example, so here’s one from the
announcement page.

How My Projects Fit Together 2

The project basically provides handles for shared understanding and
problem-solving. So when people meet each other, discuss things, disagree,
or whatever, the various components of the proposal or conversation can be
made visible and transparent.

The AI angle is that complete Proposals, Problems, Solutions, Arguments,
etc.—can be entered into AI as context, at which point research can be done.
Analysis. Counterpoint generation. Progress tracking. Etc.

So basically, AI serves as the pattern-matching container for holding all
these various components, which allows us to answer all sorts of questions.
LEARN MORE

Fabric

Fabric is an open-sourced framework for augmenting humans using AI. Its
goal is to reduce the friction of using AI to solve everyday human
problems.

Application

Fabric is designed to help people solve problems in their daily lives.
Business problems, personal problems. Problems related to learning, getting
promoted, being more creative, whatever.

And it’s not so much about big problems, but just everyday things that we
want and need to be doing throughout a given day. Things like:

  • Learning

  • Studying

  • Self-improvement

  • Problem-solving

  • Explaining things

  • Deciding what to read / watch

  • Optimizing your life

  • Etc.

The idea is that AI is plenty capable of helping with those things, but it’s
not clear which AI tool one should use. Or how it should be configured. Or
what prompt should be used.

Fabric simplifies that by providing a massive, crowd-sourced library of
Problem-solving Use Cases for all those tasks.
LEARN MORE

Telos

How My Projects Fit Together 3

Telos is an open-sourced framework for creating Deep Context about things
that matter to humans. The framework allows us to use AI to manage
entities of any size, from individuals, teams, organizations, companies,
and even larger.

Application

The purpose of Telos is to use it as a structure for defining things we care
about and want to improve. So:

  • Ourselves (individuals)

  • Teams

  • Organizations

  • Companies

  • Countries

  • Etc.

It works by capturing deep context about a given entity so that it can be
consumed and understood by an AI (although it’s super powerful even without
any AI application).

Once an AI understands the entity’s purpose, goals, challenges, strategies,
projects, KPIs, etc., you can then start asking the AI questions related to
that entity. Things like:

  • What mistakes are being made that are holding me back?

  • What if ______ happened, how should I adjust our plans?

  • What is the biggest efficiency I could gain right now?

  • Produce a 5 point next-steps plan of action, backed by research

  • Explain how $EXPERT would analyze my current situation

  • What advice would they give me?

LEARN MORE

Daemon

How My Projects Fit Together 4

Daemon is an open-source framework for personal APIs.

Human 3.0

How My Projects Fit Together 5

Human 3.0 (H3) is a framework and platform for upgrading humans. Its
purpose is to help people transition from being a detail in the legacy,
corporate-based economy to a new model of success based on
self-articulation and expression.

This one is quite different from the others because it’s basically the
container for all the others. Or, to state it differently, the others can be
seen as infrastructure that helps make Human 3.0 happen.

Philosophy

Here are the primary concepts of Human 3.0.

  1. Humans have been trained over the last 150 years to become corporate
    workers (Human 2.0), and to primarily identify ourselves as that.

  2. This paradigm was never ideal for humans, and its time has now passed.

  3. AI is about to remove/disrupt most knowledge work jobs, which means we
    have to get ready for what’s coming next.

  4. What’s next is becoming self-actualized, full-spectrum humans that
    create and offer value to other humans.

  5. This transition requires a different way of thinking about how we learn
    things, how we define and pursue success.

  6. The process involves becoming radically self-aware, continuous learners
    who have the creative and financial freedom to spend their time doing
    purposeful work they enjoy.

Components

Human 3.0 is a guided platform for upgrading humans. Here’s what it includes:

  • A full set of Video Courses covering

    • Introduction to Human 3.0

    • The H3 Mental Models, with individual videos for specific mental
      models

    • The H3 reading list, with individual videos for specific books

    • Intro to Modern AI

    • Using Telos to capture your personalized context

    • Using Telos with Fabric to manage H3 progress

    • Building out your Daemon content using your Telos file

    • Establishing your tactical creativity workflow

    • Building a personal routine

    • Building your online presence

      • Web

      • Video

      • Audio

    • How to build out your income streams

    • Lots more modules…

  • The H3 Assessment, which rates your progress towards Human 3.0

  • An H3 Rating and Maturity Model, which shows which areas
    you need work in

  • Recommendations for how to proceed based on where you are in
    terms of H3 Rating and Maturity Model

Why make a platform?

So here’s the plain language explanation of this whole thing.

You can honestly get 85% of what I am offering here by going and watching
every video I’ve ever created, reading every essay I’ve ever written, every
book I’ve recommended, every article I’ve recommended, etc. And then you
could consume all the various GitHub projects I’ve put out that are related
to H3. And then you could build your own Telos file, manage it with Fabric,
etc. That is absolutely possible, and some of you will do that.
Some of you already have and it’s fantastic!

The H3 Platform is simply a guided version of all that—where I do all
the work to organize the flow, the ordering of topics, etc. And it’s all
accompanied by modular videos of me walking you through each concept, tool,
and implementation.

It’s a curated workflow for upgrading yourself to this new model of
thinking and executing.

Why listen to me?

For people not familiar with my arc over the last 20 years, a natural
question should be asked.

Why should I do this? What makes him authoritative?

It’s a good question, and unfortunately it requires me to talk about my
personal achievements, which I don’t enjoy. Here’s my best
boasting person impression.

  • I’ve been deeply studying these topics for over 20 years, largely from
    having read somewhere around 1,100 books

  • I wrote a book in 2016 called
    The Real Internet of Things
    that predicted a lot of what’s currently happening with AI and tech.
    Really. It’s a short read.

  • Somewhere around 2019, I started realizing there was
    something wrong
    with the traditional corporate work paradigm, and that I needed to move
    to
    a purpose-based life

  • In 2022 I went independent—propelled by AI’s advancement—and I’m now
    making around $800,000 / year instead of a $260,000 corporate salary (a
    more
    detailed breakdown
    from last year).

  • I love my work now. I am working on what truly matters to me rather than
    preparing for pointless meetings. Most importantly, I no longer dread
    Mondays. I look forward to them.

  • That’s what I’m offering you.
    The ability to look forward to Mondays.

  • And this is not theory—it’s an actual
    guided curriculum and methodology for doing exactly what I’m
    doing.

How I intend to charge for H3

My goal (going back to my WP problems above) is to help as many people
transition to Human 3.0 as possible. That’s the mission I’m pursuing with
this platform.

Unfortunately (for me), I’m building this even if I can’t make money off of
it. So I still haven’t figured out the monetization aspect yet. It will
definitely be some sort of up-front cost that’s much cheaper with an H3
membership (or something).

I’ll work that out later, but what I wanted to do here is lay out all the
various pieces of what I’m working on.

Component Summary

Okay, so let’s review all the various projects, how they relate to each
other, which ones are open-source, which ones are paid, and how to use them.

  • Substrate is a shared library of transparent objects that matter
    to humans. Things like Arguments, Beliefs, Problems, Solutions, etc.
    It’s free, open-source,
    and designed to be used by anyone and incorporated into other
    projects.

  • Fabric is a shared library of AI prompts that solve human
    problems. Things like summarizing content, analyzing arguments, creating
    essays, etc. It’s free, open-source, and designed to be used by anyone and incorporated into other
    projects.

  • Telos is a structure for capturing deep context about something
    humans care about. Things like ourselves, teams, organizations,
    companies, etc. It’s free, open-source, and designed to be used by anyone and incorporated into other
    projects.

  • Daemon is a system for publishing an entity to the world as an
    API, and also for presenting that content on a website. These are the
    things that define you (using Substrate components), and allow people to
    understand what you’re about and why they should want to work with you.
    It’s free, open-source, and designed to be used by anyone and incorporated into other
    projects.

  • Human 3.0 is my platform for upgrading yourself. It’s a paid
    program that takes all of my content, recommendations, training, etc—and
    puts it in one place as a guided experience. But probably 85% of the
    content within it is freely available on my site if you take the time to
    discover and parse it.

Even more simply…

  • Substrate to make the world transparent and discussable.

  • Fabric to solve everyday problems with AI.

  • Telos to capture, articulate, and improve things you care about.

  • Daemon to make anything (including yourself) available as an API.

  • Human 3.0 to (optionally) be guided through learning how to use all of
    this to become your upgraded, best self. So you can look forward to
    Mondays.

Summary

  1. I’ve unified my work around a central mission: helping people transition
    to a Human 3.0, which is a vision and framework for people to become
    highly aware and competent individuals living purposeful lives and
    providing value to other humans.

  2. This has multiple components that I’ve created open-source projects to
    help accelerate, including Substrate, Fabric,
    Telos, and Daemon.

  3. These are all focused on helping people (and organizations) articulate
    what they’re about so that they can better improve themselves,
    engage with others, and find others with similar goals and interests.

  4. The projects share the themes of Clarity, Transparency, Continuous
    Optimization, and—most importantly—Purpose.

  5. They all significantly feature AI because of its ability to see patterns
    across multiple contexts, e.g., Goals in a Telos file,
    Ideas in both the Telos file and a Daemon—both
    of which point Ideas listed in Substrate. This unified
    context can then be operated on using Fabric.

  6. The final piece is a framework called Human 3.0 that’s
    designed to upgrade humans. It’s both a framework for thinking about
    progress and the future, as well as a platform explicitly designed to
    help upgrade humans to be ready for that future.

I want to get two things out of this page.

  1. Hopefully you now understand what I’m working on and why.

  2. And ideally you’re also
    encouraged shamed
    into making a similar page for YOUR work.

Please go make your version of this and share it with me and the world.

NOTES

I’ll keep updating this page as the projects advance, new projects are
added, etc. If you’re interested in collaborating on any of these, the best
way is to contribute to the GitHub projects themselves, but you can also
reach out to me directly.

May 23, 2025

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