Topic
Use of machine learning models to accelerate or augment scientific simulation and discovery.
Microsoft's learned exchange-correlation functional is now in one production code with four more integrations underway. The accuracy claim is the easy part; workflow policy is not.
Reality
AMD will open an AI Center of Excellence in Korea by year end to co-test its CPUs and GPUs with domestic NPUs. What is committed so far is engineers and a steering committee, not capital.
Reality
A Paris start-up says its AI agent turns plain English into running quantum simulations. Three test cases, one of them a deliberate failure, is the whole evidence base so far.
Reality
A Physical Review Letters paper reports that AI plus rare event sampling matched a 50,000-run heat wave study using roughly one-hundredth as many simulations.
Reality