Transversal Framework of Viability Regimes

Preprint 2026

Minimal grammar of transitions under constraint

ORI-C proposes a minimal grammar for describing effective viability regimes and their transitions under constraint, across heterogeneous domains: physics, biology, neuroscience, cognition, economics, social systems. The framework imposes an operational contract: specify proxies for load O(t), capacity R(t), inertia I(t) and coherence C(t), construct a cumulative Σ(t), define an empirical threshold Σ*, and require observable transitions.

Theory of the Effectivity Threshold of Patterns

Preprint 2026

Intensity, coherence and transmissibility as conditions for agentive emergence

Under what conditions does a form cease to be a local fluctuation and become an effectively agentive force in a given medium? The central hypothesis is that no pattern acquires real effectivity unless it simultaneously crosses three critical thresholds: an intensity threshold, a coherence threshold and a transmissibility threshold. The framework proposes a gradual ontology of forms, an analytical grid of possible pattern statuses, and a minimal formalisation of effectivity.

Coherence Table

Coherence Science Interactive

A reading format for experimental science

We have 118 chemical elements. Everyone knows the periodic table. But if I ask you: "What does silicon do, what does it prove, and what does it impact?" you'll often mix three different things in the same sentence.

That's exactly the problem. We confuse the object, its function, and its role in knowledge. Everywhere. In courses, in technical sheets, in articles.

So I took the 118 elements, and for each one I separated three levels:

What it does in a system — The use. Always formulated the same way: a verb, a target, a purpose.

What it allows us to know — Its epistemic role. Is it a probe? A model? A constraint? A tracer?

Where it intervenes — Macro-sectors. Energy, health, defense, digital. Not sub-disciplines.

Result: each element fits on one line, and two lines are comparable. You can sort, filter, cross-reference. And above all, you see where it breaks down, where the format fails. That's where the description was fuzzy.

And the most interesting part: I applied exactly the same grammar to mathematical symbols. Same structure, same logic. The "∫" and "Fe", treated with the same template.

This is not a theory. It's a format. A reading instrument. And when you open it, you see the coherence of experimental science appear. Not as a narrative, but as a structure.

Amplification Barometer

NEP-LIMIT 2.0 · v0.4.13

The Amplifying Civilization — Systemic theory of limits

The study starts from a simple observation: today, many technologies (AI, financial algorithms, social networks, energy infrastructures…) are no longer simple "tools" that you turn on or off. They have become an environment in which we live permanently: everything is connected, everything moves fast, everything spreads easily, and everything is increasingly automated.

Problem: when the power of action (scale, speed, automation) grows much faster than the capacity for control and shutdown, the system becomes unstable. Side effects accumulate (externalities), safety margins erode, and we risk runaway effects that are difficult to stop — flash crashes, massive disinformation, energy blackouts, involuntary military escalation…

The study therefore proposes a method to measure this tension and impose intelligent limits before things go wrong, without blocking innovation.

Domains covered: AI, finance, social networks, energy, defense…

Cosmology

Open-source

Astronomical anomaly detection and time series analysis

A suite of three complementary tools for astronomical data exploration and unusual phenomena detection.

AstroOracle

Active learning oracle for astronomical anomaly triage. Retrieves SkyView cutouts, ranks candidates via anomaly score, acquisition and diversity. CLI interface and web UI for annotation, with automatic retraining.

ChaosTrace

Lightweight Python toolkit for regime transition detection, "foil drop" events and hidden anomalies in high-frequency multivariate time series. Uses phase space reconstruction, RQA analysis and chaos-inspired metrics (Takens, Lyapunov proxy).

AstroGraphAnomaly

Open-source tool for detecting unusual astronomical sources in Gaia data. Combines feature-based anomaly scoring with k-nearest-neighbor graph analysis on the celestial sphere. LIME explainability and LLM prompt generation.

IncoGuard

Open-source

Early detection of structural incoherences

Early detection system for structural incoherences in organizations and complex systems. Identifies latent tensions, logical contradictions, and potential breaking points before they become critical. Based on the functional principle of systemic viability.