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Healthcare AI startups often fail due to five security mistakes: assuming cloud provider HIPAA eligibility makes the app compliant, failing to de-identify data before model fine-tuning, granting AI agents excessive write access, neglecting vendor subprocessor BAAs, and skipping required HIPAA risk analyses. Healthcare breaches average $7.42 million per incident.
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