Gravity’s Reynolds Number: The Story of a Discovery
How a failed test on Dwarf Galaxies led us to discover the Viscosity of Spacetime (and the AI that helped us find it).
Shrikant Bhosale
How a Failed Model Led to a New Scaling Law
How a Failed Model Led to a New Scaling Law January 09, 2026 • AI-Assisted Analysis of 175 Galaxies This insight emerged from an attempt to rigorously test a speculative hypothesis: that gravity might be an information-theoretic constraint rather than a fundamental force. When we applied strict information resource management principles to the analysis of … Read more
How a Failed Model Led to a New Scaling Law
How a Failed Model Led to a New Scaling Law January 09, 2026 • AI-Assisted Analysis of 175 Galaxies This insight emerged from an attempt to rigorously test a speculative hypothesis: that gravity might be an information-theoretic constraint rather than a fundamental force. When we applied strict information resource management principles to the analysis of … Read more
How We Broke Physics: A Story of AI & Failure
How We Broke Physics: A Story of AI, Failure, and Discovery January 09, 2026 • The Making of ISL This was not supposed to happen. I set out to build a “Thinking Machine,” not to rewrite cosmology. But when you teach an AI to reason from first principles—to strictly manage information resources like a kernel … Read more
The Cluster Confirmation: Evidence for State-6 Hierarchy
Evidence from Chandra cluster data showing the jump from galactic to cluster-scale digital states.
The ISL Inversion: Evidence for Digital Phase Transitions
Empirical evidence from 175 SPARC galaxies showing bimodal gravitational states.
Observation Plan: Mapping the Topological Merger Spike
A formal protocol for extracting spatial alpha maps from cluster mergers. Targeting the predicted spike in topological bridges.
Hardened DTA: Solving the Quantization Potential
Resolving mathematical discontinuity in the DTA by introducing a periodic potential. The integer bit-depth as a dynamical attractor.
Adversarial Audit: Stress-Testing the DTA
A simulated hostile referee report on the Digital-Topological Action. Three brutal objections that must be solved.
Working Note: Proposed Foundational Structure (DTA)
A formal structure proposition for the Digital-Topological Action. Explicitly identifies dynamical and uniqueness locks. Rigor Level: 8.8.