Learning in public

Technology,
written with
taste and restraint.

Breaking down AI, systems, and the internet.
From a learner's perspective — not an expert's.

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AI · Systems · Internet · Behavior · Clarity · Depth · Taste · AI · Systems · Internet · Behavior · Clarity · Depth · Taste
01
Videos

On camera, thinking out loud.

Featured
Understanding AI from the Ground Up
FeaturedAIexplainer

Understanding AI from the Ground Up

A clear-eyed walk through how artificial intelligence actually works — without the hype, without the fear. Built for people who want to think with precision.

systemsthinking

How Systems Think

Most people see products. Systems thinkers see feedback loops, constraints, and emergence. This video unpacks the invisible architecture underneath.

internetinfrastructure

The Internet as Infrastructure

We treat the internet like a utility. But it is a designed space — with politics, incentives, and architecture baked into every layer.


02
Essays

Long-form thinking.

Coming soon8 min read

What AI Actually Optimizes For

Behind every model is an objective function. Understanding what that function rewards — and punishes — tells you more about AI behavior than any demo ever could.

AIsystems
Coming soon6 min read

The Legibility Trap

When systems are designed to be understood, they often become something else entirely. Legibility is a design choice — and it has consequences.

designsystems
Coming soon10 min read

Interfaces as Belief Systems

Every interface encodes assumptions about what users can do, should do, and will do. The interface is not neutral. It is an argument.

designbehavior
Coming soon5 min read

On Learning in Public

The honest account of learning something hard in front of other people. Why it matters, what it costs, and what it produces that private learning cannot.

learningwriting

03
Notes

Atomic ideas.

AI is not just a tool. It is a layer shaping which decisions get made, who gets to make them, and what counts as a good reason.

AI

Interfaces change what people believe is possible. The constraints of a UI are indistinguishable from the constraints of reality, for most users.

designbehavior

Clarity is not simplification. Clarity is the result of understanding something well enough to present it without losing the parts that matter.

writingthinking

The internet did not just connect people. It connected incentive structures. That is a different thing entirely.

internetsystems

Most things called "disruption" are better described as cost-shifting. Someone always absorbs what the system externalizes.

systemseconomics

Good taste in technology is the ability to see what a tool is optimizing for — before you start using it.

AIthinking

04
Newsletter

When something is ready,
you'll get it.

No cadence promises. No performance metrics. Just work — when it's done.

Essays on AI and behavior — coming soon
AI tool guides — practical, honest — coming soon
Prompt books — curated, tested — coming soon
Research notes — things worth thinking about — coming soon

No spam. Unsubscribe any time. No fake subscriber counts.


05
About

A mind thinking
in public on the internet.

TrueByte is not written from authority. It is written from curiosity. The goal is not to tell you what to think about technology — it is to think carefully, in public, and see if that process produces something useful.

The focus is AI, systems, internet infrastructure, and how technology shapes behavior. Not because these are trending — because they are consequential and under-explained.

The standard is clarity. Not simplicity. Not brevity for its own sake. Clarity — which is what you get when you understand something well enough to present it without losing the parts that matter.

Principles
  • Learner mindsetAlways a student. Never performing expertise.
  • Clarity over clevernessThe clearest explanation wins.
  • TasteDiscrimination is not elitism. It is a standard.
  • No hypeIf it sounds exciting, be more suspicious.