As generative AI continues to make waves in healthcare, it is becoming clear that LLMs alone are not enough for safe, scalable automation. The most successful real-world systems combine the...
What is multimodal AI in healthcare? Multimodal AI processes and combines information from multiple data types, such as clinical notes, medical images, and speech to provide a comprehensive understanding of...
Nearly 80% of enterprise intelligence remains locked inside documents — PDFs, scanned forms, lab reports, insurance claims, and medical records. These documents contain critical context that modern AI systems need, yet most...
When the AI got it wrong: A real hospital’s wake-up call about medical LLMs Imagine this scenario, not because it has happened, but because it inevitably will: *This is a...
If you’re working on annotation projects today, you’ve likely noticed the pressure mounting. Deadlines are tighter. Quality expectations are higher. And you’re expected to do more with less — often...
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