Zhixiong Pan|Jan 14, 2026 09:51
The differences between these three companies in the medical/healthcare field:
1. Different technical approaches: Google trains and releases specialized models, while the other two are more like workflow systems based on flagship models (agentic systems/connectors/skills, etc.).
2. Different focus areas: Google specializes in native high-dimensional image understanding (CT/pathology), OpenAI focuses on personal health data context, and Anthropic focuses on connecting authoritative industry rule databases (CMS/insurance).
3. Different delivery formats: Google delivers open-weight models that can operate offline, while OpenAI and Anthropic deliver closed-source SaaS.
4. Different entry points: OpenAI is capturing the interactive front-end (entry point), Anthropic is embedding into business back-end (processes), and Google is providing the development foundation (infrastructure).
5. Different compliance strategies: OpenAI builds trust through data isolation, Anthropic relies on citation traceability for audits, and Google uses terms and conditions to shift responsibility.
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