Research, discoveries, and perspectives from Chile
We present empirical evidence that life, chaos, and synchronization obey the same recursive kernel. From DNA following Zipf's law to Feigenbaum's universal constant emerging in bifurcations, a single mathematical structure underlies reality.
How we enable longer context windows with 1.7x memory reduction while preserving generation quality—no model retraining required.
Our approach to neural network weight compression: 8x smaller models with 98.5% quality retention, enabling deployment on resource-constrained hardware.