Mpalo Research Hub

Exploring insights from neuroscience, nature's patterns and our work in advanced experience-aware memory infrastructure.

Interesting Articles

The Uniqueness Gradient: Toward an Observer-Dependent Theory of Physical Personal Identity

Physical personal identity as a probability-weighted uniqueness distribution across body regions, shaped jointly by observer cognition and target morphology.

Identity Research

The Episodic Memory Schema

Seven primitive field categories as minimum structural requirements for datasets that support experience-aware episodic memory research.

Memory Architecture

Palo Benchmarks

Comparative analysis of Palo engines against state-of-the-art models.

Performance Analysis

From Our Hub

The Uniqueness Gradient

Observer-dependent theory of physical personal identity via uniqueness distributions across the body.

Identity Research

The Episodic Memory Schema

Formal specification for temporally grounded human experience datasets and episodic memory infrastructure.

Memory Architecture

Palo Benchmarks

Comparative analysis of Palo engines against state-of-the-art models.

Performance Analysis

Research and the Production System

EMS informs Palo's training and evaluation approach. The production system is proprietary, but EMS defines the data properties needed to train and benchmark experience-aware memory infrastructure. References to cognition or human memory describe architectural inspiration and evaluation goals, not claims that Palo possesses human memory or consciousness.