THE LIVE-SIGNAL METHOD: A Framework for Real-Time Scientific Reasoning in Open Networks
Abstract (Index)
The Live-Signal Method is a methodological framework for real-time scientific reasoning in open information networks.
It formalizes how early-stage scientific intuition can be shaped, constrained, and refined using live network signals and AI-assisted structural falsification, prior to formal experimentation.
Rather than replacing the classical scientific method, the Live-Signal Method reorganizes its front-end cognitive phase: signal detection, intuition filtering, structural clarification, and pre-hypothesis formation
Within the Oxygen States project, this method operates as a real-time signal intake layer, enabling high-volume public information streams to be transformed into traceable, falsifiable scientific questions
The framework explicitly preserves falsifiability and empirical rigor while accelerating the reasoning trajectory that precedes experimental design.
This document is a methodological preprint. No empirical claims are made.
Full methodological details and examples are provided in the Zenodo record.
