Numerai

Numerai is a hedge fund that uses AI and a network of data scientists to manage a global equity strategy for investors.

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AI Hedge Fund, Machine Learning Models, Data Science Crowdsourcing

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Numerai is a hedge fund that leverages artificial intelligence and crowdsourced machine learning models to make stock market predictions. The company runs a data science tournament where participants build and submit predictive models using encrypted financial data. Successful models are incorporated into Numerai’s investment strategies, and contributors can earn cryptocurrency rewards. This approach combines global data science talent with advanced AI techniques to drive investment decisions.

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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.