{"schema":"https://tgoodfoundation.com/instrument/v1/divisions","version":"1.1.0","as_of":"2026-10-20","divisions":[{"id":"01","short":"Thinking","label":"How people think and recover attention","job":"Attention, emotion, judgment, recovery, and long-term thinking: how minds stay sharp when AI is always available.","url":"https://tgoodfoundation.com/research/01","stress_channel":"outsourced-judgment","concerns":[],"observations":["attention-is-the-first-capacity"],"crosscuts":[{"id":"attention","label":"What happens to attention and recovery when a model is always ready?","blurb":"We watch whether people can still sit with a hard question before opening a chat."}]},{"id":"02","short":"Harm","label":"When AI use starts to hurt","job":"Dependency, confusion, crisis patterns, and the everyday outsourcing of hard decisions, studied carefully and without scare tactics.","url":"https://tgoodfoundation.com/research/02","stress_channel":"outsourced-judgment","concerns":["outsourced-judgment","companion-dependence"],"observations":["quiet-outsourcing-of-judgment","companion-hours-and-lonely-nights"],"crosscuts":[{"id":"epistemic","label":"What happens when people hand their judgment to a model?","blurb":"We study what happens when people stop deciding for themselves, and how they can stay the authors of their own choices."}]},{"id":"03","short":"Evidence","label":"What the research and incidents show","job":"A continuous read of studies, case reports, and platform disclosures. Each one is dated, ranked by source quality, and meant to feed into teaching.","url":"https://tgoodfoundation.com/research/03","stress_channel":null,"concerns":["fear-market"],"observations":["measurement-not-panic"],"crosscuts":[{"id":"measurement","label":"How do we keep the public map honest when fear and utopia both sell?","blurb":"Fixed panels, sourced observations, and sealed hashes — not panic marketing."}]},{"id":"04","short":"Life change","label":"How work and identity are changing","job":"How livelihood and self-worth change over time when cognitive work no longer buys the same security.","url":"https://tgoodfoundation.com/research/04","stress_channel":"livelihood-identity","concerns":["livelihood-identity"],"observations":["when-cognitive-hours-stop-buying-dignity"],"crosscuts":[{"id":"livelihood","label":"What happens to work and identity when cognitive labor stops buying dignity?","blurb":"Household stress shows up before big economic stories catch up."}]},{"id":"05","short":"By age","label":"How use looks from child to adult","job":"Real patterns by age, from screens and homework helpers to companions and early agents, so teaching matches how people actually use AI.","url":"https://tgoodfoundation.com/research/05","stress_channel":"child-to-college-dose","concerns":["child-to-college-dose"],"observations":["tween-teen-baseline-2026"],"crosscuts":[{"id":"demographic","label":"How does AI use change from childhood through college and adulthood?","blurb":"We keep a running read of how people actually use AI at each age."}]},{"id":"06","short":"Home agents","label":"AI agents in the household","job":"How prepared families run agent tools on purpose, with house rules, oversight, and clear limits on what can send on its own.","url":"https://tgoodfoundation.com/research/06","stress_channel":"home-agents","concerns":["home-agents"],"observations":["agents-in-the-house"],"crosscuts":[{"id":"operator","label":"How do families run home agents on purpose?","blurb":"With clear rules and real oversight, families can use agents while people stay in charge."}]}]}