bit-level

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NextTokens / lblm

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.

no-dependencies hopfield-network autoregressive self-organizing-map associative-memory machine-learning-research sequence-model bit-level content-addressable-memory next-bit-prediction

Updated Jun 27, 2026
Python

sciganec / subit-protocol

Star

SUBIT‑Agent Protocol v1.0 defines a compact, deterministic communication standard for agents built on SUBIT‑Lingua v3.0. It introduces a unified packet format, six structural message types, canonical dialogue patterns, strict validation rules, and a minimal reference implementation.

deterministic bit-level agent-protocol subit structural-language subit-lingua communication-standard

Updated Feb 27, 2026
Python

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