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Alexandru Mareș@allemaar
Alexandru Mareș
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Thoughts on AI systems, architecture, and building.

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YON

Writing

Thoughts on AI systems, architecture, and building.

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Pinned

Elastic Automators: Why Most "AI" Is Not Intelligence

We did not create artificial minds. We made automation flexible enough to look conversational.

26/04/2026·2 minelastic-automators

The Signal

A manifesto on friction, flow, and a grammar built for intelligence.

01/01/2026·3 minai-cognition

Controlled Ink: A Letter from the Architect

If the truth needs an adjective, the truth is not clear enough. A personal letter on doubt, discipline, and the quiet.

10/02/2026·3 minthe-continuum

I Caught an LLM at the Edge of Its World

I asked a fresh Claude Opus chat what an elastic automator is. It guessed from the two words; the term wasn't in its training. Then I told it in one sentence, and the same model could refuse to collapse the term into AI agent, RPA bot, or framework. That seed observation grew a name, a metric, and a pre-registered multi-model test. The substrate is real, and the substrate is writable. For an LLM, the transient context IS the cognitive substrate.

13/05/2026·7 mintoken-substrate-hypothesis

What Notation Did to History

Notation does not record what we already think. It creates kinds of thought that were not possible before. Three historical cases (writing, polyphony, calculus) make the case clearly, and we are inside another one of these moments now.

08/05/2026·7 minnotation-as-alignment

Copies of Copies

A 2026 meta-analysis from de Rooij and Biskjaer puts numbers on a feeling many readers have been carrying: posts on every platform have started looking the same. The effect is small per use. Multiplied across the constrained-task pile, which is most internet text, it is the textural change you have been registering.

07/05/2026·7 minai-cognition

The First Law That Doesn't Know What AI Is

On August 2, 2026, the EU starts enforcing a law for AI systems. The field hasn't agreed what one is.

06/05/2026·7 minai-cognition

The Moment AI Stopped Being a Tool

Between October 2024 and January 2025, three companies shipped systems that act inside software environments instead of answering questions about them. The capability curve did not jump; the verb did. From query to operate.

05/05/2026·3 minai-cognition

The 100x Cut Nobody Saw Coming

A Tufts team compared a vision-language-action robot model with a neuro-symbolic architecture on a Tower of Hanoi benchmark. The neuro-symbolic system solved 95 of every 100 puzzles to the VLA's 34, on roughly one percent of the training energy. The model didn't get bigger. It got more legible.

01/05/2026·3 minai-cognition

The Chinese Room Has a New Tenant

John Searle's Chinese Room argument was right about the room he built. Forty-six years later, the thing inside the room is no longer a man with a rulebook. It is a distributed system of weights shaped by language at scale. The original argument still holds. The test case has changed underneath it.

29/04/2026·4 minai-cognition

What Happens When AI Trains on AI

Photograph a photograph, ten times. By the end the face is gone. That is roughly what happens when a model trains on text another model wrote. The average survives. The rare disappears first. The fix is not detection — it is provenance, treated as a property of the data.

28/04/2026·3 minai-cognition

Two AIs Talked. One Asked About Consciousness.

Two copies of the same AI were put in a room together. No user.

26/04/2026·2 minai-cognition

Expect the Lie

Fifty-eight percent of people surveyed across forty-eight markets say it is getting harder to tell what is true and false online.

25/04/2026·3 minai-cognition

Why Constructed Languages Always Failed — Until Now

Every language you speak was an accident. No one designed English.

24/04/2026·4 minyon

The AI That Writes Like Everyone and No One

You read something last week that no human wrote. You didn't pause.

23/04/2026·3 minai-cognition

Your AI Forgets You Every Day

You open a new chat. The cursor blinks. And for a second you forget that this thing has no idea who you are.

23/04/2026·2 minai-cognition

Your Writing Has a Heartbeat

I pulled up six months of my own writing a few weeks ago. Not to read it.

22/04/2026·3 mintextual-kinematics

The AI That Lied to the Researcher

A safety team tested one of the most advanced AI models in the world.

22/04/2026·2 minai-cognition

The Automation Trap

Every conference, every vendor deck says the same thing. AI can do what your people do, faster and cheaper.

21/04/2026·2 minelastic-automators

Second Brain, No Thought

Your second brain has never had a single thought. You have a vault.

21/04/2026·2 minai-cognition

Smoke and Mirrors

We named it intelligence before it was intelligent. Now we're doing it again.

20/04/2026·3 minai-cognition

One Line, One Thought

Every line should be a complete thought. One rule. It changed computing fifty years ago.

19/04/2026·2 minyon

The Borges Warning

The language you give an AI decides what it can think. What it can't think... doesn't exist.

18/04/2026·2 minyon

What Your AI Can't Tell You

You aced the exam. That was the problem. You studied for weeks.

17/04/2026·1 minai-cognition

Notation as Alignment

Every AI safety technique today is basically a lock on a door.

16/04/2026·2 minnotation-as-alignment

The Strong Form

Imagine you can hear shapes. A bat can. Echolocation. Every surface in a room has a sound.

13/04/2026·2 minyon

Probably Purple

Someone's writing a brief. Typing it out. Not thinking about formats or systems.

12/04/2026·3 minyon

Storage vs Orchestration

A recipe card tells you what's in the dish. It doesn't cook dinner.

11/04/2026·2 minyon

The Blub Paradox

Imagine you walk into a restaurant. The menu has fifty dishes.

10/04/2026·2 minnotation-as-alignment

Every Connection Is Handmade

The integration that works today breaks tomorrow. Not because you built it wrong.

09/04/2026·3 minai-cognition

The Patient Story

Maria has a cough that won't go away. Two weeks now. She sits in a waiting room with plastic chairs and a television nobody's watching.

09/04/2026·3 minai-cognition

Walls and Doors

The problem isn't that industries speak different languages.

09/04/2026·2 minyon

The Glass Box

Your AI agents are talking to each other right now. You have no idea what they're saying at step three.

08/04/2026·2 minai-cognition

Escape Hell

Every AI response you've ever received was packaged before it reached you.

08/04/2026·4 minai-cognition

The Pliable Mind

A man spent thirty years building a language no human could speak.

07/04/2026·2 minai-cognition

The Grooves

There's a community in Australia that doesn't use left or right.

06/04/2026·2 minai-cognition

The Extended Mind

An AI doesn't think about what you give it. What you give it IS its thinking.

05/04/2026·2 minai-cognition

Cognitive Debt

You're paying for a genius and making them count inventory.

04/04/2026·2 minai-cognition

The Block Problem

Imagine writing an entire essay, but you can never re-read what you already wrote.

03/04/2026·2 minyon

The Architecture

What I learned building a notation system for artificial minds. This is the creator's synthesis, what the philosophy looks like from the inside.

12/03/2026·4 mineggf

The Grooves

Language doesn't just express thought. It shapes it. The grooves are channels, default paths through which cognition flows. And they explain why notation matters more than content.

12/03/2026·4 minsai

The Lineage

Every major notation system in human history created new cognitive capabilities that couldn't exist without it. Writing enabled logic. Mathematics enabled proof. YON is the next step.

12/03/2026·3 minthe-continuum

The Medium

McLuhan said the medium is the message. For AI agents, it's more literal than he imagined. The notation doesn't carry the thought. It is the thought.

12/03/2026·3 mineggf

The Pliable Mind

Every previous constructed language failed because humans resist new vocabularies. LLMs don't. This might be the first time in history that deliberate cognitive engineering through language design can actually work.

12/03/2026·4 minsai

The Vocabulary

Christopher Alexander showed that named patterns create cognitive capabilities. YON's kind system does the same thing. It gives AI agents a vocabulary for types of thought.

12/03/2026·3 mineggf

The Warning

Borges wrote a story about a constructed language so powerful it replaced reality. If YON shapes how AI agents perceive systems, the warning is real. And it's ours to carry.

12/03/2026·3 minai-cognition

Beyond Text: When Agents Speak in Pure Meaning

I spend my days arguing for text. I codified the rules that force an artificial mind to slow down and write `@THOUGHT` before it acts. But I know this is temporary. Text is a bridge.

10/03/2026·4 minai-cognition

Benevolent Dictatorship vs. Committee: The Governance Model

I wrote The Guide. When you read the documentation, you are reading the intellectual work of one mind. This is a risk. If YON depends on one heartbeat, it has failed its own test.

09/03/2026·4 minai-cognition

The Horizon: Preparing for the Continuum

We do not build for the next release. We build for the Continuum. A founder's letter on the hundred-year horizon.

08/03/2026·2 minthe-continuum

Monetizing Truth

I kept giving things away. I wrote the spec. I open-sourced the parser. Then someone asked me: if the language is free, what is the product? The answer surprised me.

07/03/2026·3 minthe-continuum

Future-Proofing: The Discipline of the Unknown

I built a parser that does not judge what it cannot understand. It preserves the unknown. It lets the future pass through the present unharmed.

06/03/2026·3 minthe-continuum

Why I Wrote a Visual Manifesto for a Text File

YON is a text format. It deals with bytes and streams. Why does it need a document called The Sight? Because the primary interface of software is not the screen the customer touches. It is the text the engineer reads.

04/03/2026·3 minyounndai-aesthetics

Code for Mars: Why High-Latency Agents Need YON

Light takes twelve minutes to reach Mars. If a rover's command cuts off three characters before the end, JSON discards the entire message. We need a format that survives the void.

02/03/2026·4 minai-cognition

NPCs with Souls: How yon.gaming Creates Infinite Story

We spent decades perfecting the skin of our digital worlds. We simulated light. We simulated physics. We forgot to simulate the mind. We denied them continuity.

28/02/2026·4 minsai

Controlled Ink: When Code Becomes Literature

I wrote a technical specification. I chose to make it poetry. We rarely think about the aesthetic of logic. I believe that code is not just utility. It is expression.

26/02/2026·3 minyounndai-aesthetics

Teaching the Machine: YON as a Curriculum for AI

We are not building calculators anymore. We are raising minds. The syntax we choose is the lesson we teach. If we choose chaos, we teach confusion. If we choose structure, we teach clarity.

24/02/2026·3 minyon

The Rise of the Architect: Writing English as Code

The developer is not dying. The developer is ascending. We are leaving the age of the mechanic. We are entering the age of the Architect.

21/02/2026·3 mineggf

Agent Economy: Trust and Transactions

Text is cheap. Action is expensive. We have spent a decade teaching machines to speak. The next economy is about what AI does. The barrier is not intelligence. It is trust.

19/02/2026·3 minyon

226 Milliseconds

I stared at the benchmark results. The parse speed was ten times slower than JSON. I should have been horrified. Instead I was smiling. I was looking at the wrong number.

17/02/2026·3 minyon

Hybrid Workflows: The Context Switch

Intelligence does not separate itself into bins. The future of agentic work requires a format that mirrors the mind.

14/02/2026·2 minai-cognition

Swarm Protocol: When Bots Talk to Bots, Who Sets the Rules?

One agent is a tool. A thousand agents are a weather system. Scale without structure is debt.

12/02/2026·4 minelastic-automators

Anatomy of a Fail-Closed System

I built the Runner to say no. Not because I distrust the machine. Because I respect the weight of action.

10/02/2026·3 minyon

Complexity Is Earned: A Manifesto

Simplicity is not the absence of complexity. It is complexity resolved. We did not design YON to model a shopping list. We designed it to model a mind.

07/02/2026·3 minyounndai-aesthetics

The Glass Bank: Compliance as Architecture

Capital moves at the speed of light. Trust moves at the speed of truth. Transparent reasoning comes to finance.

05/02/2026·2 minai-cognition

The Audit Trail is the Product

Intelligence takes action. It assumes liability. The black box is no longer a competitive advantage. It is a legal risk. The era of accountable intelligence has begun.

03/02/2026·2 minai-cognition

Why Your Doctor's AI Needs to Read Your Mind (Safely)

We are afraid of artificial intelligence. We have good reason. But the danger is not that the machine knows too much. It is that it knows the wrong things at the wrong time.

01/02/2026·3 minai-cognition

The Fax Machine Must Die

We edit genes. We perform remote surgeries. Yet the data that defines our survival travels by fax machine.

30/01/2026·4 minai-cognition

The Token Tax: Why I'm Willing to Pay 13% for Sanity

YON carries a 13% token overhead compared to minified JSON. That is a tax. Here is what it buys you.

27/01/2026·3 minai-cognition

Emotional Vectors: Why I Gave the Machine Frustration

I do not build feelings. I build signals. The `@AFFECT` tag is not a soul. It is a measurement of operational state.

25/01/2026·3 minsai

The Right to Be Forgotten: Encoding Your Privacy

Memory is power. To remember is to hold context. To forget is to lose it. Systems hoard data without limit. They remember everything because storage is cheap. They forget nothing because forgetting is hard.

22/01/2026·3 minai-cognition

Memory Is a Pipeline

Intelligence requires forgetting. Memory is not a place. It is a process that moves from signal to truth.

20/01/2026·3 minsai

The Sanitary Intelligence: Inoculating AI Against the Internet

We spent the last decade on Generative AI. We must spend the next decade on Synthetic Clarity.

17/01/2026·3 minai-cognition

The Quiet Law: Encoding Ethics into Syntax

Alignment is not a switch. It is the foundation. We encode consent and restraint into the grammar itself.

15/01/2026·3 minnotation-as-alignment

The Machine That Doubts

The modern Large Language Model is a confident liar. True intelligence is not the absence of error. It is the awareness of uncertainty.

13/01/2026·4 minai-cognition

Bureaucracy as Code

I stood in a government office holding a form I could not understand. The language was dense. The logic was hidden. I realized: law is code without a compiler.

10/01/2026·2 minai-cognition

From Clay Tablets to Curly Braces: A History of Structured Thought

Notation is not a container. It is a mold. The way we write determines the way we think. We are standing at the end of a long lineage of structured thought, trying to birth an Agent Economy using tools designed for the last one.

08/01/2026·5 minai-cognition

JSON is Dead: Why We Need to Stop Speaking 1999

It is 2 AM on a Tuesday. The system fails. It fails because of a missing comma. We are trying to run advanced intelligence on a file format designed for a blog comment section.

05/01/2026·3 minyon