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How Local AI Solves What LLM Providers Can't in Swiss Healthcare

How Local AI Solves What LLM Providers Can't in Swiss Healthcare

Artificial intelligence has already become part of everyday healthcare. Physicians use it to draft reports, summarize findings, translate patient communication and search medical literature. Adoption is no longer the challenge. Integrating AI into Swiss healthcare without compromising privacy, governance and trust is.

This article explores why local AI is a better architectural fit for Swiss healthcare than cloud based LLMs, how projects like OpenMed put this idea into practice and what this means for the future of clinical AI.

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Raising the Bar: Quality Gates for AI-Generated Code

Raising the Bar: Quality Gates for AI-Generated Code

AI coding tools let your team ship faster than ever. That is the pitch, and it is not wrong. But nobody talks about what you are shipping. Right now, most teams use these tools to produce broken software at unprecedented speed.

Security holes, silent data corruption, exception handling that hides failures. None of this shows up in your sprint velocity. It shows up when the product collapses under technical debt, or when a customer hits an unhandled edge case in production. If your team uses AI coding tools without guardrails, you are not moving fast. You are accumulating landmines.

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