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Sharing proven systems for clinical research and academic writing using open-access and AI tools to fast-track your academic career.

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Why Your AI Needs a Research Lab Interview Before You Hire It: A Practical Way to Benchmark Models on Your Own Tasks
At this year’s annual rheumatology conference, every AI conversation eventually circled back to the same question. In hallways. Over coffee. In those between-session chats where the real discussion...
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My Complete AI-Powered Manuscript Writing Workflow: for the modern researcher who want speed without losing control
Andrew Ng says AI is the new electricity. It will quietly power everything around us. I agree. And in my own work, manuscript writing is already one of the places where the shift is obvious. The...
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ChatGPT broke my academic writing course: The Skills to Write Well Before AI Are Not the Same as After AI (and We’re Not Going Back)
I was originally going to write about something else this week. Something about literature review with AI, probably. But as I write this, I’m sitting at the airport in Hong Kong — midway to Nepal. This...
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How I use AI for data analysis without losing control of my workflow (and make the results reproducible)
ChatGPT “lied” about my data. So I had to build a better workflow than: “Here’s my data. Help with the analysis.” A few months ago, I uploaded a CSV into ChatGPT and asked it to do some analysis. Most...

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