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How to ThinkIn the Age of AI

Concepts

The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types

Rule

State observable facts before evaluative labels in code…

When giving feedback in code reviews or technical discussions, state observable facts (nesting levels, exit paths, line numbers) before applying evaluative labels to enable problem-solving rather than defensiveness.

1 lessoncode-reviewcommunicationobservation
Rule

Physically pause for 90 seconds before responding…

When receiving critical feedback, insert a physical pause (close laptop, stand up, or wait 90 seconds) before responding to allow prefrontal cortex engagement rather than amygdala-driven reaction.

1 lessonemotional-intelligencefeedbackself-regulation
Rule

Replace 'interrupted' and 'ignored' with camera-observable…

Replace evaluative words that smuggle judgment ('interrupted,' 'ignored,' 'slammed') with camera-observable behavior descriptions ('began speaking while I was mid-sentence,' 'has not replied since Tuesday') in feedback conversations.

1 lessoncommunicationfeedbackobservation
Rule

Name the specific emotion precisely before responding…

After initial defensive emotional reaction to feedback, name the specific emotion with high granularity ('I notice frustration about the timeline comment, not the technical critique') before responding, to activate prefrontal regulation.

1 lessonemotional-intelligencefeedbackself-regulation
Rule

Ask 'what was your reasoning?' not 'why did…

In code reviews or technical evaluations, frame feedback requests as requests for reasoning rather than requests for justification—ask 'What was your reasoning?' instead of 'Why did you do it this way?'—because the first activates analytical explanation while the second activates defensive explanation.

1 lessoncode-reviewcommunicationfeedback
Rule

Ask for behavioral feedback, not character evaluations

Frame feedback requests as specific behavioral questions ('What do I consistently do that I probably don't realize?') rather than character evaluations to keep feedback at task level instead of identity level.

1 lessonfeedbackcommunicationself-awareness
Rule

Capture feedback within 60 minutes in five structured…

Capture feedback within 60 minutes of receiving it using structured fields (date, source, verbatim content, emotional reaction, specific behavior) before memory reconstruction distorts the signal.

1 lessonfeedbackcaptureself-awareness
Rule

Ask 'tell me where this breaks' not 'do you agree' — get…

Before explaining your schema to another person, frame your request as 'tell me where this breaks' rather than 'do you agree' to shift the conversation from validation theater to genuine testing.

1 lessoncommunicationschema-validationcritical-thinking
Rule

Include external ratings alongside self-assessment…

When validating schemas about personal capability or performance, include external observer ratings alongside self-assessment to detect systematic overconfidence blind spots that introspection cannot reveal.

1 lessoncalibrationself-awarenessfeedback
Rule

When your self-explanation diverges substantially…

When your explanation of your own behavior differs from an external observer's explanation by more than surface framing, treat the divergence as high-confidence evidence of a metacognitive blind spot requiring investigation.

1 lessonself-awarenessmetacognitionfeedback
Rule

Show your graph to domain experts and ask what's missing…

Show a portion of your knowledge graph to someone with domain expertise and ask what's missing to detect unknown unknowns that your graph's topology cannot reveal through internal inspection alone.

1 lessonknowledge-managementfeedbackblind-spots
Rule

Wait 48 hours between receiving criticism and deciding…

Separate feedback reception from feedback evaluation by implementing a mandatory 48-hour delay between receiving criticism and deciding whether to act on it, as identity triggers fire faster than analytical capacity and premature evaluation guarantees defensive rejection.

1 lessonemotional-intelligencefeedbackself-regulation
Rule

The faster you dismiss feedback, the more likely it hits…

When feedback triggers immediate counter-argument before you finish listening, treat the speed of that dismissal as diagnostic evidence that the feedback addresses an important blind spot rather than as evidence the feedback is invalid.

1 lessonemotional-intelligencefeedbackblind-spots