“Funding was awarded as part of DARPA’s Intelligent Auto-Generation and Composition of Surrogate Models (Ditto) effort.”
The 1,000x is DARPA’s target, not a result. The method is training ML stand-ins for circuit parts and simulating those instead of the real physics. The release calls it third-wave AI. The press release headline promises the speedup the program merely hopes for.