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Jocelyn Early

Healthcare strategist, innovation enthusiast, exploring what matters most: Access To Healthcare. 15+ years clinical care, serving patients from every walk of life in every setting. I've seen the gaps from every angle—now working to bridge them.

Platform
Substack
PricingOnly free issuesPublishesWeekly
Issues15Founded9 months agoLast Issue4 days ago
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Latest Issues

Volume = Rate x Time

I’ve sat through a lot of remediation talks and read even more advice threads, and they all say the same thing: break down the score, find the weak sections, assign more time there. Its not that this is wrong, but it is a narrow and superfi...

4 days ago

If It Feels Like Overkill, You're Doing It Early Enough

I tutor both first year and second year PA students, and what they have in common is that they all struggled in their first year. Passing didactic year without remediation should mean a student is fine. Sometimes, it just means they weren’t...

16 days ago

It's A Filing System Problem

I am a PA student tutor. I had a student recently who, like nearly all other students I have worked with, came to me with one chance left to raise their grade before being kicked out of their PA program. They felt helpless because they stud...

2 months ago

You Say Potato, I say Solanum Tuberosum

I have recently been reading more about LLM evaluation frameworks and I have to say, Stanford’s HELM framework is remarkable.

42 real-world scenarios. 30 models evaluated. 7 metrics spanning accuracy, fairness, toxicity, calibration, robus...

4 months ago

AI, Where Are We Going With This?

I have spent the last several months writing a white paper. (Fingers crossed I will finish it next week!) What started out as a simple exploration into LLM behavior grew far beyond the original scope and revealed failures I did not expect t...

5 months ago

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  • Jocelyn Early

    Healthcare strategist, innovation enthusiast, exploring Access to Healthcare. 15+ years in healthcare. I write about closing access gaps - from training and retaining clinicians to tools that help patients reach and understand it.

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