Joined November 2025
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24 Nov 2025
Guardrailed AI with cited answers for HCPs, outcomes analytics for CME providers, and knowledge‑gap insights for supporters.
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Clinicians are pushing back on AI tools and feedback systems that arrive already built.
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CME programs should give clinicians rehearsal space to set those rules before they are asked to trust the output.
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Jun 12
AI assistance can improve performance while it is present and weaken the underlying skill when it disappears.
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Jun 12
Measure assisted and unaided performance separately. If the concern is skill decay, learner satisfaction and intent-to-change are the wrong endpoints.
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Jun 11
Provider move: map one high-volume activity against required reporting fields before planning closes. If the data cannot move cleanly, the credit experience will not feel automatic.
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Jun 11
When boards and accreditors share data, learner progress can post automatically. That only works if activity design, identity capture, completion rules, and outcomes fields align upstream.
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Jun 11
MOC credit is becoming a data-flow problem, not a certificate problem.
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Jun 10
Patient education does not have to follow clinician CME as a handout. It can be planned beside it from the same evidence base.
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Jun 10
For providers, the audit is practical: find activities where the clinician objective depends on patient comprehension, preparation, or follow-through.
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When AI use is disclosed, patient trust can drop before the clinician has explained the work.
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CME cases should rehearse the public behavior: when to use the tool, when to stop, and how to explain the decision.
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