Mario Gutierrez

AI Developer Tool· TypeScript

The celiums-cognition repository is a TypeScript-based plugin for the OpenClaw agent framework that provides cognitive capabilities including persistent emotional memory (SHA-chained journal), a multi-layer ethics gate, a PAD + circadian limbic engine, and hybrid memory retrieval. It is designed for enterprise deployment with a four-container Docker stack and integrates with multiple LLM providers and vector databases.

Architecture Modification / Research· Python

tinyMARS is a research project investigating proprioceptive channels as an architectural input for language models, implemented both as an adapter to a frozen LLM and as a from-scratch native model. It includes training code, evaluation scripts, and extensive documentation detailing experiments and results.

Architecture Modification / Research· Python

The repository implements Mycelium, a verification-first spiking neural network architecture derived from the constraint set of the CeliumNeUR neuromorphic chip. It features integer LIF neurons, block-sparse synapses with ternary weights, and L0 topology learning, validated on Spiking Heidelberg Digits and DVS-Gesture datasets.

Agent System· TypeScript

Hyphae Atlas is a version-aware agent that verifies migration paths, capabilities, and product claims by grounding language model outputs in verifiable sources from the Hyphae documentation, using Sanity Context and a structured Knowledge Base.

Library / Framework· Rust

Celiums Memory is a Rust-based cognitive memory engine designed to be embedded in AI agents and tools, providing persistent memory, journaling, ethics evaluation, and biological clock modulation via MCP integration.

Other AI Project· JavaScript

CeliumNeUR is a verification-first neuromorphic SoC design featuring four 256-neuron tiles connected by a 2x2 credit-based Hyphae mesh, with integrated causal-window learning and live state readback.