Transversal Framework of Viability Regimes
Preprint 2026Minimal 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 2026Intensity, 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 InteractiveA 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 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.
Cosmology
Open-sourceAstronomical 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-sourceEarly 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.