Omniabase Coordinate Discovery V1 is the Coordinate Discovery branch of the broader OMNIABASE framework.
Author: Massimiliano Brighindi
Contact: brighissimo@gmail.com
It is an experimental multibase structural analysis framework designed to expose hidden coordinates, latent signatures, regime separations, and structural footprints that may remain compressed or invisible under ordinary single-representation observation.
It does not read meaning.
It does not interpret intent.
It does not rely on semantic understanding.
It measures how a signal behaves when the same state is represented across multiple numerical bases.
OMNIABASE is the general multirepresentational framework.
It begins from one principle:
a phenomenon should not be treated as exhausted by a single representation.
From that principle, multiple branches follow.
This repository corresponds to the branch that asks:
what structure becomes visible only when a phenomenon is observed across multiple codings rather than a single one?
In that sense, this repository is not the whole framework.
It is the Coordinate Discovery branch of OMNIABASE.
Where OMNIA asks whether apparent stability survives representational change, Omniabase Coordinate Discovery asks whether new descriptive axes, hidden separations, or latent structural coordinates emerge through representational variation.
A system may look flat, random, or ordinary in one representation while still carrying structural fingerprints across many representations.
Omniabase Coordinate Discovery tests that possibility directly.
For a given observable, it:
- represents the value across bases 2 through 16
- extracts simple non-semantic structural signatures
- measures how those signatures change across time, regimes, couplings, projections, or generators
This makes V1 a pre-semantic structural sensor for hidden coordinate exposure.
Omniabase Coordinate Discovery V1 has benchmark evidence across:
- 1D discrete systems
- 2D discrete systems
- higher-dimensional discrete lattices
- 3D continuous chaotic flow
- coupled continuous systems
- 4D continuous benchmark systems
- pseudo-random and chaotic number generators
- structured synthetic signal regimes
Tested families include:
- logistic map
- Hénon map
- coupled map lattice
- Lorenz
- coupled Lorenz
- hyper-Lorenz-style 4D benchmark
- LCG / Mersenne Twister / logistic chaos
- synthetic market-like signals
The current V1 signature family includes simple structural descriptors such as:
- digit sum span
- repetition span
- transition diversity / transition-entropy-like score
- dispersion and mean of these signatures
- relative deltas across time or parameter scans
From these, V1 has already produced experimental evidence for:
- regime sensitivity
- transition amplification
- order vs event separation
- realtime structural alerting
- synchronization measurement
- noise robustness in tested settings
- latent-dimension sensitivity in controlled projection benchmarks
- generator-type discrimination
- synthetic signal regime discrimination
This repository is not primarily about deciding whether a system is safe, valid, or correct.
Its central purpose is different:
- to expose hidden structural coordinates
- to reveal latent separations between regimes or generators
- to identify structure that standard single-view observation may compress
- to suggest more faithful descriptive axes for modeling and further study
In that sense, this branch is generative, not merely diagnostic.
It does not only test whether structure holds.
It asks whether something structurally relevant becomes visible only through multibase observation.
Omniabase Coordinate Discovery V1 is not:
- a semantic model
- a prediction engine by itself
- a universal entropy test
- a proof of hidden dimensions
- a replacement for classical dynamical systems theory
- a market alpha engine
- a universal theory of truth
V1 is a bounded structural discovery layer.
Its strength is not meaning.
Its strength is structural footprint sensing and hidden-coordinate exposure under representation change.
The strongest accurate description of Omniabase Coordinate Discovery V1 is:
a multibase structural discovery framework for regime, transition, synchronization, and latent-coordinate suspicion
Or more simply:
a structural sensor that reads signals one representation layer deeper than ordinary single-base observation
Many phenomena are still studied inside one chosen representation.
That is often enough for local description.
It is not always enough for structural discovery.
A coordinate may remain hidden not because it does not exist, but because the dominant representation compresses it.
A regime separation may remain weak not because it is absent, but because the chosen coding blurs it.
A generator difference may remain invisible not because the outputs are truly identical, but because they are being viewed through one insufficient frame.
This branch exists to test that possibility in a disciplined way.
This repository contains:
- experiments
- benchmark outputs
- result summaries
- V1 boundary and scope definition
Suggested reading order:
V1_SCOPE.mdRESULTS.md- experiment files in
experiments/
Omniabase Coordinate Discovery V1 is no longer a single intuition.
It is now a benchmarked experimental framework with a bounded claim surface.
The correct next step is not uncontrolled expansion.
It is careful consolidation, clean documentation, stronger coordinate interpretation discipline, and one rigorous V2 direction.
See:
V1_SCOPE.md
for:
- allowed claims
- forbidden claims
- benchmark coverage
- next-step discipline
See:
RESULTS.md
for the current benchmark record.
At a high level:
- OMNIABASE -> umbrella framework
- OMNIA -> Diagnostics / Structural Measurement branch
- omniabase-coordinate-discovery -> Coordinate Discovery branch
- omega-translator and related repos -> Cross-Representation Translation branch
- observer-suspension -> epistemic pre-layer
This repository should therefore be read as one branch inside a broader multirepresentational architecture.
For the shortest functional reading of the broader ecosystem:
- OMNIABASE — umbrella framework
- OMNIA — Diagnostics / Structural Measurement branch
- observer-suspension — epistemic pre-layer
- omega-translator — Cross-Representation Translation branch
- lon-mirror — historical and operational core of the OMNIA diagnostics lineage
Omniabase Coordinate Discovery V1 is the Coordinate Discovery branch of OMNIABASE.
It is an experimental multibase structural analysis framework for exposing hidden coordinates, latent signatures, regime separations, and structural footprints that may remain invisible under ordinary single-representation observation.
It does not interpret meaning.
It searches for structure that becomes legible only when the representational frame is varied.