Quantum pioneer Charles Bennett wins the Turing Award while AWS Trainium silicon scales at Anthropic and OpenAI. CERN embeds nanosecond-scale AI into FPGAs to manage LHC data deluges as the CanisterWorm supply chain attack infects 47 npm packages.