Chip giants back Ayar Labs to push optical interconnects for Artificial Intelligence

Ayar Labs has attracted investments from Nvidia, AMD, Intel, MediaTek and major funds by promising optical interconnects that tackle bandwidth, latency and power bottlenecks in Artificial Intelligence data centers. Its TeraPHY and SuperNova platform combines silicon photonics with open chiplet standards to link accelerators over distances from millimeters to kilometers.

Systematic review maps clinical impact of large language models in medicine

A large-scale, large language model assisted review finds thousands of clinical medicine papers on generative models since 2022, but only a small minority use real-world patient data or randomized trials. The study highlights overreliance on exam-style benchmarks, closed-source systems, and small samples, and proposes a tiered roadmap for more rigorous clinical evaluation.

Memory makers move to hourly contracts as artificial intelligence demand drives volatility

Major memory suppliers are shifting to hourly pricing contracts as artificial intelligence driven demand sends DRAM prices fluctuating by the hour, reshaping leverage between large cloud buyers and smaller firms. Smaller enterprises are being squeezed by rapid cost swings while hyperscalers, automakers, and top smartphone brands secure priority access and better terms.

Bridging the operational artificial intelligence gap in enterprises

Enterprises are moving artificial intelligence from pilots to production, but many struggle without strong integration, governance, and operational foundations. New survey data from senior IT leaders links enterprise-wide integration platforms to broader, more autonomous artificial intelligence deployments.