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When Your House Talks Back: Teaching Buildings to Think About Energy

Opening — Why this matters now Buildings quietly consume around a third of the world’s energy. Most of that consumption is governed not by grand strategy, but by human habit: when people cook, charge vehicles, cool rooms, or forget to turn things off. For decades, Building Energy Management Systems (BEMS) promised optimization. In practice, they delivered dashboards—dense, technical, and mostly ignored. ...

January 1, 2026 · 4 min · Zelina
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Cool Heads Prevail: Human-in-the-Loop AI for Smarter HVAC Careers

Cool Heads Prevail: Human-in-the-Loop AI for Smarter HVAC Careers Heating, ventilation, and air conditioning (HVAC) systems are often taken for granted—until they fail or run up a massive electricity bill. But in a world facing both climate urgency and rising energy costs, the traditional thermostat just won’t cut it. Enter a novel Human-in-the-Loop (HITL) AI framework that could reshape how HVAC engineers, facility managers, and energy analysts approach their craft. ...

May 12, 2025 · 3 min