# Indivisible Time v1.1


Author:

Yury Olegovich Gorlov


## Evolution


Version 1.1 transforms
the symbolic cycle into
a general state-transition model.

It was produced through critique and author response:
v1.0 was analyzed as a philosophical model with symbolic notation,
then reformulated as a research framework with operationalization paths.


## Core model


1 → 2 → 3 → 0


## States


### 1 — Initiation

Beginning of a new trajectory.


### 2 — Process

Experience and transformation.


### 3 — Return

Changed system state.


### 0 — Assimilation

Integration of experience.

In v1.1, zero is not only rest.
It is the mechanism that stabilizes experience into a new state.


## Dynamic direction

Variables:

- E(t): accumulated experience;
- R(t): available resource;
- I(t): interaction intensity.

During process:

```text
dE/dt = alpha * I(t)
dR/dt = -beta * I(t)
```

During assimilation:

```text
dR/dt = +gamma
```


## Falsifiable hypotheses

H1: cycles with assimilation produce more durable learning than uninterrupted activity.

H2: completed cycles reduce cognitive load more than interrupted cycles.

H3: AI agents with reflection and memory consolidation are more stable than agents without them.


## Analysis

Human-readable analysis:
https://vnzt.ru/analysis/


## Status


Research Framework.

The model requires:

- operationalization;
- experiments;
- independent validation.