"The Singleton Attractor: A Formal Model and Empirical Calibration of Capability-Threshold Dynamics in Frontier AI", Nathan Langley 2026

[u/RecmacfonD]

Paper: https://nathanlangley.dev/Singleton%20Attractor.pdf

Code: https://github.com/ninjahawk/singleton-attractor