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The Human Variable
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25+ ME/CFS Phenotyping List
For decades, ME/CFS has been treated as a monolith in research, despite overwhelming evidence of heterogeneity across patients. This failure to stratify has been a primary driver of trial collapse, clinical mismanagement, and neglect. The CYNAERA 25+ ME/CFS Phenotyping List integrates biological, environmental, and social terrain factors into a structured classification system.
Aug 26


The Hidden Cost of Default Logic: Why Most Systems Fail Before They Start
Default Logic is the baked-in code, policy, or logic that treats outdated context as static truth. A wrong assumption that costs real money.
Apr 8
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