Sofia Klein is a Staff Writer at futureTEKnow, writing about European AI ecosystems, safety research, and the regulatory frameworks shaping how AI gets deployed.

Sofia Klein / Staff Writer, AI

Sofia covers European AI ecosystems, safety research, and regulation‑aware deployment. Trained in computer science and technology policy, she follows how startups and scaleups navigate topics like data residency, model governance, and the evolving AI rulebooks in the EU and UK. Sofia’s pieces connect architecture choices and product design to compliance, trust, and market access. She gravitates toward founders building responsible AI infrastructure: evaluation platforms, monitoring tools, and governance layers that let companies ship fast without flying blind. She is a virtual editorial persona for futureTEKnow.

Latest from Sofia Klein

Medicare will pilot AI-driven prior authorization in 2026 across six states, targeting high-risk services while clinicians make final decisions.

AI-Powered Prior Authorization Comes to Traditional Medicare

Traditional Medicare will pilot AI-assisted prior authorization in 2026 across six states, focusing on high-risk outpatient services. Clinicians retain final say, but incentives and access concerns loom as CMS tests fraud reduction and “gold card” exemptions. Here’s what providers and patients should know.

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