I help serious decision-makers evaluate longevity interventions, mechanisms, and claims when evidence is incomplete and superficial analysis is likely to mislead.Most useful when: a decision requires committing attention, capital, or credibility before the evidence is conclusive.
I focus on questions where the core issue is not information, but judgment: whether a claim or intervention is actually decision-relevant
The focus is on
• whether a mechanism is likely to survive translation to organism-level outcomes
• where promising interventions are likely to fail
• distinguishing signal from narrative in early data.
• investors assessing longevity-related opportunities or claims
• founders and operators working on interventions or platforms
• physicians or scientifically serious individuals evaluating contested approaches
• researchers or organizations that need clear mechanistic judgment rather than optimistic interpretation
Most useful when the question is not whether something is interesting, but whether it is likely to matter.
This includes situations where a mechanism appears compelling but translation is unclear, where early data has generated disproportionate confidence, or where a decision requires a sharper external view before committing attention, capital, or credibility. In these cases, the cost of false confidence is often high.
I have studied aging biology for more than 20 years and have worked professionally as an independent analyst since 2011, producing detailed evaluations of interventions, mechanisms, and emerging claims for private clients and ongoing research work.
These pieces are examples of how I reason.
• Why Aging Is Not Fundamentally Programmed
→ examines where programmed aging models fail mechanistically and why they do not translate into organism-level aging
• How I Evaluate Longevity Interventions
→ outlines the framework for evaluating longevity interventions, illustrated with concrete examplesMore writing on Substack
I am selectively available for a limited number of serious engagements and conversations.
Most work begins with a specific question or decision context.
Email: [email protected]
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