SYS.LABS // PYMUT R&D

LABS

Research papers, deep investigations,
and open source work from the Pymut system.

RESEARCH

Hymoex

A hybrid modular cognitive architecture paradigm for scalable multi-agent expert coordination. Features three deployment modalities (M1/M2/M3) with progressive migration preserving 100% of existing agents, MoE gating at 96.7% accuracy, and 93% token reduction at 10 agents vs. flat architectures.

multi-agentarchitecturemixture-of-expertsscalability
JT
DM
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