Two small-scale research threads with pre-registered falsifiable bars + adversarial referee audits: Prizma-Seq (a parameter-free quadratic delta-state sequence mixer, an efficient-attention-replacement candidate) and Prizma (backprop-free, fully-local continual learning).

Modality-agnostic sequence model: S4D-Complex + Gated Delta Rule backbone for ECG, images, and continuous signals

A bit-native predictive machine: next-bit (0/1) prediction via a learned binary-address content-addressable memory. No tokens, no embeddings — vocabulary of 2. An honest, adversarially-verified research log.