RESEARCH NOTES
Current pilots
Small, reproducible studies testing how far public claims can be independently checked, reproduced or replicated. Each pilot makes the evidence chain, limitations and verification level explicit.
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Repeatability Is Not Transportability: What Makes a Standardized Glucose Challenge Informative?
A harmonized reanalysis of CGMacros and Stanford/Hall suggests that a standardized glucose challenge can be repeatable without being useful for cross-meal personalization. Food & You further weakens the idea that larger glucose excursions are automatically more informative.
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How Verifiable Are Frontier AI Safety Claims? A Public-Evidence Pilot
A small, reproducible audit of ten public GPT-5.6 safety claims, separating independent confirmation, partial corroboration and developer-only evidence.