Claude Slashes Quantum Circuit Costs, but the Viral 17x Figure Needs Context

Claude Slashes Quantum Circuit Costs, but the Viral 17x Figure Needs Context

Anthropic and Harvard researchers have published results showing that Claude, working largely unsupervised, can rewrite the programs that describe quantum circuits so they consume less of the two resources that matter most: Toffoli gates and logical qubits. Across eight computational primitives drawn from chemistry, optimisation, quantum simulation, number theory and numerical computing, the model beat … Read more

Mirror Particle Builds a World Model of Human Behavior to Outpredict LLMs

Mirror Particle Builds a World Model of Human Behavior to Outpredict LLMs

Large language models can draft a persuasive email, summarise a dense research paper and hold a coherent conversation. What they cannot do reliably, according to Mirror Particle, is predict what one specific person will actually do next Tuesday. The San Francisco startup is betting that a purpose-built world model of human behaviour can close that … Read more