Legion Hive

Research

Legion Hive

Next-generation AI research in algebraic reasoning verification and hyperdimensional memory architectures.

RLAF

Reinforcement Learning from Algebraic Feedback

A training paradigm that closes the loop between human reasoning and algebraic verification. LLMs continuously refined through verified reasoning traces.

Algebraic Verification Training

NIRIM-LVM

Neural IRI Matrix · Large Vector Model

Hyperdimensional memory architecture for algebraic verification. Polyrecursive indexing across memory, event, coordinate, and network dimensions.

Hyperdimensional Memory Polyrecursive