Intelligence Explainer
Source-reviewed
Evidence reviewed
A role-based framework for reading trial endpoints, estimands, multiplicity, clinical meaning and surrogate claims.
Boundary: Endpoint labels alone do not establish confirmatory force or clinical importance.
Trial Intelligence
Source-reviewed
Evidence reviewed
Separates DO-HEALTH's null primary clinical endpoint family from a later small post hoc DNA-methylation signal.
Boundary: Clock changes are not proof of slower clinical aging, healthspan or lifespan.
Trial Intelligence
Source-reviewed
Evidence reviewed
Tracks TAME's proposed design, composite endpoint, funding, registration and launch status without treating plans as results.
Boundary: Design and status are not results; metformin is not established as an anti-aging treatment.
Research Analysis
Source-reviewed
Evidence reviewed
Separates molecule-specific clinical outcomes from observational, mechanistic and direct longevity claims.
Boundary: Benefits in indicated high-risk populations do not establish direct slowing of aging or lifespan extension in generally healthy people.
Biomarker Intelligence
Source-reviewed
Evidence reviewed
Research-stage DNA methylation age and pace-of-aging measures with bounded utility claims.
Boundary: Does not establish diagnosis, clinical utility or a definitive biological-age reading.
Trial Intelligence
Source-reviewed
Evidence reviewed
A small randomized crossover mechanistic study in older adults with impaired glucose tolerance.
Boundary: Not clinical longevity-outcome, treatment, prevention or dosing evidence.
Biomarker Intelligence
Source-reviewed
Evidence reviewed
Compares molecular, organ-level, functional and clinical aging measures by intended use, validation and limits.
Boundary: Age prediction, outcome association or intervention response does not establish a validated aging-rate or clinical surrogate.
Biomarker Intelligence
Source-reviewed
Evidence reviewed
Distinct immune-aging model families mapped as research-stage signals with explicit validation gaps.
Boundary: Not an approved diagnostic, consumer test, surrogate endpoint or clinical decision tool.