https://standard-error.pages.dev/how to read benchmarks, surveys, vendor accuracy numbers and 'studies show' headlinesenhttps://standard-error.pages.dev/reading-ai-benchmark-footnotes/https://standard-error.pages.dev/reading-ai-benchmark-footnotes/Wed, 28 Oct 2026 16:00:00 GMTAn AI benchmark table reports performance on a defined evaluation, not general intelligence or guaranteed performance in everyday use.https://standard-error.pages.dev/auditing-ai-workplace-survey-samples/https://standard-error.pages.dev/auditing-ai-workplace-survey-samples/Sat, 24 Oct 2026 12:00:00 GMTA survey reporting that many people use AI at work is informative only when readers know who was asked, how they were recruited and what counted as use.https://standard-error.pages.dev/interpreting-ai-chat-wellbeing-claims/https://standard-error.pages.dev/interpreting-ai-chat-wellbeing-claims/Wed, 21 Oct 2026 09:00:00 GMTA claim that frequent AI chat is associated with better or worse wellbeing describes a relationship between measured variables, not necessarily an effect caused by the technology.https://standard-error.pages.dev/confidence-intervals-practical-guide/https://standard-error.pages.dev/confidence-intervals-practical-guide/Sat, 17 Oct 2026 12:00:00 GMTA confidence interval describes the uncertainty around an estimate under a particular statistical procedure.https://standard-error.pages.dev/preregistration-product-comparisons-newsrooms/https://standard-error.pages.dev/preregistration-product-comparisons-newsrooms/Thu, 08 Oct 2026 16:00:00 GMTPreregistration records the questions, procedures, and analysis decisions for an AI product comparison before the results are examined.https://standard-error.pages.dev/ai-companion-feature-page-reading-guide/https://standard-error.pages.dev/ai-companion-feature-page-reading-guide/Sun, 04 Oct 2026 17:00:00 GMTAn AI companion feature page describes a product's intended capabilities and presentation, but its statements do not all carry the same evidential weight.