Open Research Release | Jan 2026
The Gravitational
Phase Transition
Evidence for a scale-dependent scaling law
in 175 SPARC galaxies.
The
Scaling Laws
01. OBSERVATIONAL DATA
Analysis of 175 SPARC galaxies reveals that the “Dark Matter” parameter $\alpha$ is not constant. It
scales with system complexity (velocity and size).
- Dwarfs: Saturated Overhead ($\alpha \approx 0.35$)
- Giants: Optimized/Newtonian ($\alpha \to 0$)
02. DYNAMICAL STABILITY
Laminar Phase Stabilization
Simulation tests confirm that the “Laminar Plateau” provides the necessary potential depth to bind
“hot” dwarf galaxies without dark matter particles.
- Newtonian Control: Total Evaporation
- ISL Mode: Stable, Bound Dynamics
03. UNIFIED COLLAPSE
The same complexity bounds that govern galactic scales drive Wavefunction Collapse at the quantum
scale, treating gravity as the “Universal Garbage Collector.”
- Matches Penrose Objective Reduction
- Mechanism: Complexity Threshold Rejection
Pre-Registered
Falsification
This theory is built to be broken. We consider
ISL falsified if:
If clean, calibrated data of extreme dwarfs shows $\alpha$ correlating with Mass (violating the ReG
plateau).
If weak lensing profiles of massive, high-$Re_G$ galaxy clusters require $\alpha > 0.1$ overhead.
If no increased scatter (turbulent transition) is found in the $V \approx 75$ km/s regime across
independent catalogs.
Included in the Research Archive
Preprint
SPARC
Batch Fitter (Python)
N-Body
Dynamics Tool
Full
Dataset (175 Galaxies)
Adversarial
Test Protocols
Method of Investigation
Our disciplined 5-layer framework for
AI-assisted research.
Open Methodology. Transparent Collaboration.
Principal Investigator: Shrikant Bhosale
AI Collaborative Platform: Antigravity / TwistPool Labs