Notes & essays

01

The Agent Is Bigger Than the LLM

What the OpenAI–Hugging Face incident reveals about individual goals, a collective Objective Function, and agenthood across transient model calls.

Kolmogorov TheoryAI AgentsCollective AgencyAI Alignment
02

The Laws Don't Write the Textbook

Anderson said more is different; algorithmic information theory says why — generation is not construction, and finding the macroscopic theory is provably hard.

Kolmogorov TheoryEmergenceAlgorithmic InformationComplexity
03

Truth Without Proof? Gödel, Turing, and Algorithmic Information

Separating truth, proof, computation, and observer access — what the incompleteness theorems do and do not say, and how science certifies improvement without certifying finality.

Kolmogorov TheoryGödelComputabilityPhilosophy of Mathematics
04

La ilusión de la no-conciencia

Estamos seguros de que “no estábamos allí” durante las partes de la vida que no podemos recordar. Esa certeza es una inferencia, no una observación — la imagen especular de la ilusión que dice evitar.

EspañolConcienciaExperiencia estructurada
05

L'illusione della non-coscienza

Siamo certi di “non esserci stati” durante le parti della vita che non riusciamo a rievocare. Quella certezza è un'inferenza, non un'osservazione — l'immagine speculare dell'illusione che pretende di evitare.

ItalianoCoscienzaEsperienza strutturata
06

The Illusion of Non-Consciousness

We are sure we were "not there" during the parts of life we cannot recount. That certainty is an inference, not an observation — the mirror image of the illusion it claims to avoid.

ConsciousnessStructured ExperiencePhilosophy
07

El precio de seguir siendo uno mismo

(Español) Ensayo divulgativo sobre el WP0162: una llama, una bacteria y una persona son patrones cuya materia se renueva sin descanso. Lo que sobrevive es la receta — y sostenerla frente al tiempo se paga en forma de calor.

Kolmogorov TheoryAgenciaPersistenciaTermodinámicaIA
08

Il prezzo di restare sé stessi

(Italiano) Saggio divulgativo sul WP0162: una fiamma, un batterio e una persona sono schemi la cui materia viene continuamente sostituita. Ciò che sopravvive è la ricetta — e tenerla in piedi contro il tempo si paga in calore.

Kolmogorov TheoryAgentivitàPersistenzaTermodinamicaIA
09

The Price of Staying Yourself

A general-audience essay on WP0162: a flame, a bacterium and a person are patterns whose matter is constantly replaced. What survives is the recipe — and holding it against time has to be paid for in heat.

Kolmogorov TheoryAgencyPersistenceThermodynamicsAI
10

Las cosas que permanecen

(Español) Un linaje filosófico de Pitágoras a la Teoría de Kolmogórov: la forma persistente, de Platón y Aristóteles a los agentes algorítmicos.

Kolmogorov TheoryFilosofíaForma persistente
11

Pattern, Persist!

Algorithmic information conservation and the thermodynamics of agency — why a flame, a cell, a mind, and an AI are graded cases of one imperative.

Kolmogorov TheoryAgencyPersistenceThermodynamics
12

The Things That Stay

A philosophical lineage from Pythagoras to Kolmogorov Theory: persistent form, from Plato and Aristotle to algorithmic agents.

Kolmogorov TheoryPhilosophyPersistent Form
13

Pattern, Persist: The Algorithmic Agent and the Alignment Problem

Why a bacterium, a brain, a corporation, and an AI are the same kind of thing — and what that tells us about alignment.

Kolmogorov TheoryAI AlignmentAgents
14

Who Is Klaus? Agent Authorship at BCOM

On BCOM's WP0084 agent-authorship policy and how it is operationalized in CALLIOPE.

AIAgentsBCOM
15

A Gentle Introduction to the Algorithmic Agent and Kolmogorov Theory

Minds compress, evaluate, and act: the central insight, the minimal architecture, and what KT buys us.

Kolmogorov TheoryConsciousnessAgents
16

From Third- to First-Person Science

On closing the loop between objective brain science and first-person experience.

ConsciousnessNeurophenomenologyScience
17

The Agentic Compressor

Agentic AI and the compression of intelligence.

AICompressionAgents
18

Do Bonsai Suffer? Plants, Agency, and Valence under Kolmogorov Theory

On plants, agency, valence, and the ethics of cultivation.

Kolmogorov TheoryAgencyEthics
19

"Consciousness Is Not Computation" — A Confusion of Terms

On why the debate conflates different meanings of computation.

ConsciousnessComputationPhilosophy
20

Telehomeostasis: How a Plant Hacked the Human Brain

Nicotine as remote manipulation, on a continuum with mind-controlling parasites.

NeuroscienceAgencyTelehomeostasis
21

Swapping Algebraic Twins Without Breaking Math

An introduction to Galois Theory.

MathematicsGalois Theory
22

From the Sorcerer's Apprentice to Crystal Nights

On AI agency, autonomy, and the path from digital assistants to synthetic minds.

AIAgencyPhilosophy
23

The Rosetta Stone of Neural Mass Models

A shared language for brain dynamics and neural modeling.

Neural Mass ModelsBrain DynamicsModeling
24

What Is an Oscillation, Really? Topology, Compression, and the Circle at the Heart of Brain Rhythms

On the deep structure of oscillations.

Brain DynamicsTopologyCompression
25

Synapses as Springs: Linear Operators, Green–Laplace Tools, and the Origin of E–I Oscillations

Linear operator theory meets excitatory-inhibitory dynamics.

Neural Mass ModelsOscillationsMathematics

More writing