And the learning can be engineered. Thinking, judgment, decision-making are built, not born.
training session measurably cut decision errors
Morewedge et al., 2015fewer biased calls right after — about −23% at two months
Morewedge et al., 2015conditions turn experience into judgment: real patterns to read, plus fast and honest feedback
Kahneman & Klein, 2009Experts aren't born — research traces expertise to deliberate practice, not talent (Ericsson et al., 1993). Ordinary work delivers that practice one domain, one decade at a time. Train the decision itself and it builds without the wait — a junior can make a senior-grade call.
A skill shows up at work in proportion to how close the practice was to the real thing (Melby-Lervåg et al., 2016). So you don't watch better decisions explained. You make one, miss, see why, make it again.
Same sequence every module. The situation changes; the structure holds.
Surfaces your automatic move.
Status, deadline — a fact read as a story.
Steps you off autopilot before the second pass.
Fact from story, shift the anchor.
First move beside second.
Run it on something real today.
Retrieval, spacing, productive failure. Durable retention.
Rowland 2014 · Cepeda 2006 · Dunlosky 2013 · Sinha & Kapur 2021Reappraisal widens what you see before deciding.
Webb et al., 2012A short switch lowers arousal before a second pass — steadier, not sharper.
Balban 2023 · Fincham 2023Get your AI-Proof Score — a 5-minute quiz, your breakdown, and a training path after.
Get your AI-Proof Score →