Addressing Healthtech Challenges with Generic LLMs
Tuesday, 16 September 2025, 21:33
Understanding the Limitations of Generic LLMs in Healthcare
Why a Generic LLM won’t cure healthtech’s biggest problems is a pressing concern. Healthcare systems require solutions that prioritize determinism, audibility, and compliance to ensure trust in production environments.
Challenges of Trust in LLM Technology
- Generic LLMs often lack necessary regulations.
- Auditable processes are essential for validation.
- Deterministic outputs are critical for patient safety.
Healthcare demands more than experimental advancements; it calls for structured, safe systems that can reliably function in real-world scenarios.
This article was prepared using information from open sources in accordance with the principles of Ethical Policy. The editorial team is not responsible for absolute accuracy, as it relies on data from the sources referenced.