The numbers are startling, and they demand attention. An estimated 795,000 Americans die or become permanently disabled each year because of diagnostic errors, according to a 2023 Johns Hopkins University study. In the United Kingdom, diagnostic errors affect at least 10 to 15 per cent of patients, with heart attack misdiagnosis rates reaching nearly 30 per cent in initial assessments. These are n
Most cloud sustainability tools are built for sustainability officers. They pull three-month-old billing data, run it through a proprietary model, and produce a PDF that engineers never see. By the time you know your us-east-1 cluster emits twice as much as us-west-2 would have, it's been running for a quarter. The architecture is locked in. The carbon is already burnt. The only moment you can act
In December 2025, something remarkable happened in the fractious world of artificial intelligence. Anthropic, OpenAI, Google, Microsoft, and a constellation of other technology giants announced they were joining forces under the Linux Foundation to create the Agentic AI Foundation. The initiative would consolidate three competing protocols into a neutral consortium: Anthropic's Model Context Proto