Blog

Here, I explore AI, philosophy, economics, mind and the journey of learning.

This space is where I think out loud.

Writing crystallizes thought — it transforms the nebulous cloud of half-formed ideas into concrete structures I can examine, refine, and build upon. When I write about a concept, I’m not just explaining it; I’m understanding it more deeply myself.

Why I Write

Two beliefs drive this blog:

First, knowledge should be democratized. The most powerful ideas shouldn’t hide behind academic jargon or intimidating prerequisites. When people understand how things work, they’re empowered to build, create, and innovate.

Second, complexity is often a function of the unknown - learning a language seems difficult not because language is inherently complex, but because you don’t yet understand the symbols, the sounds, and the rules that govern it. Strip away the jargon, and suddenly the truth reveals itself in its simple beautiful form.

What You’ll Find Here

My posts attempt to dissolve these illusions of complexity. Whether I’m breaking down CUDA kernels, exploring consciousness, or implementing transformers from scratch — the goal remains constant: illuminate the seemingly daunting.

Some posts are technical deep-dives where I work through implementations and examples. Others are philosophical explorations about intelligence and consciousness. All are me trying to understand our universe better, one concept at a time.

If you’re reading this, you’re probably curious about how things work too. Let’s figure it out together.

Economics from Scratch

Economics from the definitions up, building toward what AI does to work, wages and value.

  1. Where Wealth Actually Comes From
  2. The Price of Time
  3. What Anything Is Worth
  4. How Markets Set a Price
  5. Why Prices Rise
  6. Who Owns What
  7. Before Capitalism
  8. Smith, Marx and the Factory
  9. Crisis, Revolution and the Mixed Economy
  10. The Free-Market Turn and After

Building Agents

What production agents are missing, starting with a memory that knows how much to believe.

  1. What Agent Memory Is Missing
  2. A Memory That Knows How Sure It Is
  3. An Agent That Learns the Job

World Models

What world models are, how V-JEPA and LeWorldModel work, and where they fit in robot learning.

  1. What is a World Model? Clearing the Confusion
  2. World Models for Robot Learning: Why Video Might Be All You Need
  3. World Models vs VLAs: Two Paths to Robot Intelligence
  4. V-JEPA Internals: Building My Understanding
  5. SIGReg: The Anti-Collapse Trick That Actually Has a Proof
  6. LeWorldModel vs V-JEPA: What Actually Changed

Breaking Down the Barriers of GPU

GPU programming from the ground up: threads, memory and CUDA, without the intimidating jargon.

  1. GPU Programming Foundations