Learn: Learnhttps://www.pslhub.org/learn/digital-health-and-care-service-provision/288_artificial-intelligence/381_agentic-and-autonomous-ai/?d=1Learn: LearnenThe Health Foundation: How to implement and scale AI solutions safely and effectively (10 November 2025)https://www.pslhub.org/learn/digital-health-and-care-service-provision/288_artificial-intelligence/381_agentic-and-autonomous-ai/the-health-foundation-how-to-implement-and-scale-ai-solutions-safely-and-effectively-10-november-2025-r13965/13965Mon, 12 Jan 2026 14:07:00 +0000Use of ambient AI scribes to reduce administrative burden and professional burnout (2 October 2025)https://www.pslhub.org/learn/digital-health-and-care-service-provision/288_artificial-intelligence/381_agentic-and-autonomous-ai/use-of-ambient-ai-scribes-to-reduce-administrative-burden-and-professional-burnout-2-october-2025-r13703/13703Wed, 08 Oct 2025 10:03:01 +0000An evaluation framework for ambient digital scribing tools in clinical applications (13 June 2025)https://www.pslhub.org/learn/digital-health-and-care-service-provision/288_artificial-intelligence/381_agentic-and-autonomous-ai/an-evaluation-framework-for-ambient-digital-scribing-tools-in-clinical-applications-13-june-2025-r13656/ This study proposes a comprehensive ADS evaluation framework incorporating human evaluation, automated metrics, simulation testing, and large language models (LLMs) as evaluators. The framework assesses transcription, diarisation, and medical note generation across criteria such as fluency, completeness, and factuality. To demonstrate its effectiveness, the authors of the study developed an ADS tool and applied our framework to evaluate the tool’s performance on 40 real clinical visit recordings. The evaluation revealed strengths, such as fluency and clarity, but also highlighted weaknesses in factual accuracy and the ability to capture new medications. These findings underscore the value of structured ADS evaluation in improving healthcare delivery while emphasising the need for strong governance to ensure safe, ethical integration.

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