Methodologies

Methods

Protocols and technical frameworks for measuring cognition. Each method specifies assumptions, procedures, and limitations—open to scrutiny and replication.

MTH-002

published

Semantic Association Metrics

Measurement framework for semantic spread and fidelity

MTH-002.1 Spread and Fidelity Scoring MTH-002.2 Communicability Metrics MTH-002.3 Surprisal Scoring MTH-002.4 Population Normalization

v2.0

MTH-001

published

Observational Chat Analysis

Framework for analyzing real-world human-AI conversations at scale

Dataset: WildChat-4.8M

MTH-001.1 Protest Behavior Analysis MTH-001.2 Engagement Prediction from First-Turn Features MTH-001.3 Semantic Exploration and Sustained Utilization MTH-001.4 Model Upgrade Impact on User Engagement MTH-001.5 Characterizing Concerning Usage Sessions

v1.2