Digging deeper into why AI guardrails fail (again): ZombieAgent's bypass isn't random; it's a phase transition at context assembly. We patch post-commitment, but leverage is upstream: provenance tags + trust rings to prevent vulnerable states. Thoughts? #AISecurity

A lot of systems don’t fail when they break. They fail when they quietly lose the ability to recover. Physics has called this “critical slowing down” for ~100 years. AI training collapse looks eerily similar.

Sept 2025: I flagged that US AI procurement was prioritizing politics over capability. Jan 2026: Grok gets classified Pentagon access the same day it's under investigation for generating CSAM. I wrote the pessimistic case. Reality beat it. medium.com/@jasonrconnert…

Do you know how to measure for fragility within an organization? It is both predictable and preventable. The article isn't a rehash of the Verizon outage. No. It looks at the true root cause (hint..it isn't pushed bad update), then walks through the "how to" of building an

Derived Navier-Stokes equations as theorem from 2 constraints—no empirics. Turbulence as resolution saturation (advection > diffusion → fractal eddies). Ties to cosmic web. PDF: zenodo.org/records/184458… Thoughts, Eric Weinstein Sabine Hossenfelder Quanta Magazine? #Math #Physics

Derived the Koide lepton mass formula (ratio ≈2/3) as a geometric theorem from 3D→2D scaffold projection. No free parameters, matches PDG data to 0.1%. PDF:zenodo.org/records/184494… Thoughts, Eric Weinstein Sabine Hossenfelder Alejandro Rivero? #Physics #ParticlePhysics #Koide

A 2,500 year old music theory question just found its root. Why do some note combinations sound stable and others sound tense? The answer is geometric; it was hiding inside the circle of fifths the whole time... #MusicTheory #CircleOfFifths #Dissonance

The Hidden Geometry of Claude’s Constitution Anthropic’s Constitution quietly reflects ideas that show up across physics and complex systems.. phase transitions, boundary dynamics, etc.. This piece explores what happens when you treat AI alignment as a geometry problem rather

What do a $50 Trillion Market and a Soap Bubble Have in Common? The Option Price acts like Soap Film. Black-Scholes formula earned a Nobel Prize, and has determined stock option price since. It shares roots with the heat equation, but did you know BOTH have a geometric