“We can move from sampling to full population analysis in most cases, from opinion to evidence, from probably compliant to demonstrably risky”
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Said on All Things Internal Audit
Medicine and Science from The BMJ · Forever chemicals, cosmetic fillers, and LGBTQ+ data
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measured PFAS levels in a random sample of people in Preston as the reference group, finding most of the population over 20 ng/mL
20 nanograms per mil (population), 1-2 nanograms per mil (typical background)
“We can move from sampling to full population analysis in most cases, from opinion to evidence, from probably compliant to demonstrably risky”
“We can look at random samples of raters, and if they're rating things very differently than self-selected, possibly malicious raters, then that's a very important signal”
“A star performer with AI by their side outperforms a mid-level employee 20 times over”
“But if it's a new author, I want a sample chapter as well. So typically a proposal is like 20 to 50, 55 pages.”
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