The U.S. semiconductor industry could face a workforce shortfall of up to 157,000 people by 2030 as it expands production of AI chips, a forecast said. The supply of engineers and skilled technicians is failing to keep pace with factory buildouts, intensifying competition among major chipmakers. Samsung Electronics and SK hynix are temporarily deploying Korean staff for initial operations, while U.S. universities and federal programs expand semiconductor training.

Cardano founder Charles Hoskinson said AI is advancing faster than expected, reaching a level where it can generate complex mathematical proofs and formally verify them. He highlighted AI-generated claims tied to the Navier-Stokes equations, a Millennium Prize problem, and said he did not anticipate AI completing proofs directly. Hoskinson warned that the provenance of AI-generated results and protection of research data need scrutiny, calling for private AI environments to safeguard sensitive information and intellectual property.