Replicate

Replicate is a company focused on making machine learning (ML) and artificial intelligence (AI) more accessible for software developers.

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AI model deployment, open-source AI, machine learning APIs

About Us

Replicate is a platform that enables users to run and fine-tune open-source machine learning models with minimal coding effort. It provides access to a wide range of production-ready models, allowing developers to deploy custom models at scale. Users can easily generate predictions using a simple line of code and can also train their models with specific datasets.

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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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