LERA Framework Released to Help Humans and AI Reduce Critical Decision Risks and Blind Spots

Linda Liu introduces a three-layer cognitive structure and a five-dimension analysis method to bring clearer and more consistent reasoning to complex problems. Shenzhen - Dec 10, 2025 - Linda Liu, Co-founder of Winston Battery and a global expert in energy reliability and complex-system decision-making, today announced the release of LERA — the Linda Energy Reliability Architecture, a new cognitive framework designed to help both humans and AI reduce blind spots, lower decision risk, and i