Scott Alexander, curated
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Highlights From The Comments On Supplement Labeling

Quality
70
Strong
Claude Shift
48
Moderate
RWI
1
of 10

Summary

A rich supplement-labeling companion in which Scott does real numerate detective work on the scary comment claims. He runs down the heavy-metals-in-supplements links: the 'bacteria in all 138 products' finding he defuses on base rates; the single 2016 Ton Shen / Life Rising lead recall he traces to one Chicago acupuncture shaman and refuses to let indict the whole industry; and the arsenic study he contextualizes brilliantly — North American supplements land in the same heavy-metal ballpark as apple juice and spices, while Chinese/Ayurvedic ones can carry risperidone-pill quantities of arsenic (some TCM literally being arsenic/cinnabar). He also airs the LabDoor-vs-Illuminate-Labs-vs-ConsumerLab credibility fight fairly, and flags his own pro-supplement bias. Includes the great snake-oil-is-really-fish-oil digression.

Why this score

Quality 70 · Strong. Strong, upper: the arsenic-vs-apple-juice contextualization and the Ton Shen debunk are exactly the kind of proportion-restoring numerate analysis Scott is best at, and he models epistemic virtue by flagging his own bias. Near the top of the companion band. 70.

Claude’s paradigm shift 48 · Moderate. Moderate: reframes and contextualizes existing scare-claims rather than introducing a new idea; the risk-comparison framing is a sharp application. 48.

Real-world impact 1 · Negligible. Shapes readers' supplement risk perception; no concrete material change. RWI 1.