Blogs

Notes on AI tools, agent workflows, and what actually ships in the real world.

Two feeds, same focus: practical AI work, reviews, and field notes.

Substack Medium

Stop Saying “You Are an Expert” to Your AI

There is a peculiar modern ritual that now happens in offices, startups, marketing teams, legal departments, and lonely browser tabs at 1:17 a.m. A person opens a chatbot and types something like this: “You are a w…

substack · abvx.substack.com

When AI Instructions Collide: Why Agent Hierarchy Matters More Than People Think

As AI agents grow more capable, the real challenge is no longer fluency. It is deciding which instruction actually wins when the rules collide. There is a special kind of optimism that appears the moment people start bui…

medium · abvcreative.medium.com

AI Development Has Stopped Being a Tool Choice and Started Becoming an Ecosystem War

AI coding is no longer about picking one brilliant tool. It is about assembling an ecosystem that can actually survive real work. For a while, software people liked to pretend that progress arrived in neat little boxes. …

medium · abvcreative.medium.com

The Next Great AI Companies Will Not Be Universal. They Will Be Specific, Agent-Ready, and Slightly Ruthless.

There is a word in AI right now that should make sensible people reach for a fire extinguisher. That word is universal . Universal assistant. Universal content engine. Universal automation layer. Universal agent for ever…

substack · abvx.substack.com

The Most Dangerous Word in AI Right Now Is “Universal”

The next AI winners will not build one tool for everyone. They will build narrow systems that know exactly who they serve — and expose themselves cleanly to both humans and agents. Everyone in AI is trying to sell you th…

medium · abvcreative.medium.com

The Missing Layer in AI Tooling Is Not Another Agent. It Is Identity.

The Missing Layer in AI Tooling Is Not Another Agent. It Is Identity. There is a particular kind of modern absurdity that appears the moment you start using more than one AI tool seriously. One model knows how you write.…

substack · abvx.substack.com

AI Will Not Flatten Your Org Chart. It Will Reveal Why You Had One in the First Place

For a brief, glorious moment, the business world convinced itself that AI transformation would be easy. Buy everyone ChatGPT. Add Copilot. Run a pilot. Make a slide with the word “agentic.” Tell the board you…

substack · abvx.substack.com

The Future of Gravitational-Wave Astronomy May Be Damp, Noisy, and Full of Toads

What starts as a joke about Mexican burrowing toads turns into a wickedly precise parody of modern physics, AI-assisted research, and our growing belief that nature may have solved everything first. There are papers that…

medium · abvcreative.medium.com

Seoul World Model Is What Happens When Video Generation Finally Meets a Real City

Seoul World Model shows what happens when video generation stops hallucinating cities and starts using real geography as memory. For a while, the AI world has been impressing itself with models that can produce beautiful…

medium · abvcreative.medium.com

You Do Not Build an AI System. You Discover One.

There is a comforting old fantasy in business. You gather smart people in a room. You open Miro. You draw some boxes. You connect them with arrows. Someone says “workflow.” Someone else says “automation…

substack · abvx.substack.com