Software 3.0. What happens when software starts understanding intent instead of just following instructions?

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“The hottest new programming language is English.”–Andrej KarpathyThis simple statement is taken from his speech “Software Is Changing (Again)” at Y-Combinator captures a major shift in how we build and interact with software. Software 1.0: Engineers wrote rules, equations, and algorithms.Example: Writing code to calculate stress in a beam.Software 2.0: Engineers trained models using data.Example: … Read more

AI-Enhanced Data Center Simulation: 20,000× Faster to Cut Energy Bills by 7%?

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Data centers are hungry for electricity and cooling is a big part of the bill. Traditional computational fluid dynamics (CFD) is excellent at finding hot spots, airflow recirculation, and cooling imbalances, but detailed simulations can take hours. That is where AI-enhanced data center simulation gets interesting. A recent 3D surrogate-model framework used voxelized inputs with … Read more