VIRAL VITALISM FRAMEWORKS
The frameworks behind Viral Vitalism.
Viral Vitalism uses versioned frameworks to evaluate health claims, internet wellness narratives, longevity science, and viral biology discourse. The goal is not to make every claim boring. The goal is to make every claim legible.
Explore the system
VV Evaluation Matrix v1.0
The core Viral Vitalism framework for classifying health claims by evidence type, biological plausibility, uncertainty, incentives, risk, and human relevance.
Explore the matrix →Viral VitalismVV Signal Score 1.0
The scoring model used to summarize how strong, useful, risky, speculative, or actionable a claim appears based on the available evidence.
Understand the score →Viral VitalismWellness Fog
The confusion layer created when marketing, memes, mechanisms, anecdotes, and partial evidence blur into the same feed.
Clear the fog →Viral VitalismMeme Literacy
A framework for understanding how health ideas spread online without mistaking virality for evidence.
Read the framework →Viral VitalismSignal vs Noise
A practical lens for deciding which claims deserve attention, tracking, skepticism, or dismissal.
Find the signal →Viral VitalismThe Viral Vitalism Thesis
The worldview behind the publication: health information changed, so the filters need to evolve.
Read the thesis →How the frameworks work together
- 1A claim appears.
- 2The meme spreads.
- 3VV Evaluation Matrix v1.0 classifies the evidence.
- 4VV Signal Score 1.0 summarizes the claim.
- 5Signal vs Noise identifies what matters.
- 6Wellness Fog explains the distortion.
- 7The reader gets a clearer view of uncertainty, relevance, and risk.
Viral Vitalism is an educational publication, not medical advice.