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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

When you see repetition, forced output, or errors — switch…

When a cognitive pool (creative, analytical, social) shows degradation markers—repetition, forced output, errors, disengagement—switch to a different pool type rather than pushing through, even if scheduled time remains.

1 lessonenergy-managementself-awarenessdeep-work
Rule

One source at full depth per week beats ten at surface…

Process one information source at full depth (notes, connections, could-explain-to-others) per week rather than ten sources at surface level to build signal detection capacity in your critical domains.

1 lessonlearningdeep-workinformation-management
Rule

Delegate peripheral scanning to AI, reserve deep attention…

Use AI to scan peripheral domains weekly and deliver filtered summaries, while reserving human attention for 2-3 deep engagements per week in your core signal domains.

1 lessonai-collaborationattentioninformation-management
Rule

Use a 3-step context switch

When switching between cognitive contexts, implement a three-step loading protocol: (1) close the current context by writing a one-sentence summary and noting open loops (30 seconds), (2) create a transition gap of deliberate non-engagement (60 seconds), (3) load the new context by reviewing relevant notes and orienting before producing (60 seconds).

1 lessonattentiondeep-workproductivity
Rule

Spend 60-90 seconds orienting before producing…

During context loading for complex cognitive work (coding, writing, design), spend the first 60-90 seconds orienting through review of previous state before attempting to produce output, as the cognitive system requires initialization time before it can operate at full capacity in that domain.

1 lessondeep-workattentionproductivity
Rule

Bright cool light for analytical work, dim warm light…

Configure workspace lighting to match cognitive mode—bright, cool-temperature light (5,000-6,500K) for analytical work requiring convergent thinking; dim, warm light (2,700-3,000K) for creative work requiring divergent thinking.

1 lessonenvironment-designdeep-workcreativity
Rule

Limit metacognitive recursion to two levels during live…

During real-time execution of high-stakes tasks, defer metacognitive recursion beyond two levels to avoid working memory saturation—externalize to enable deeper inspection.

1 lessonmetacognitionworking-memorydeep-work
Rule

Ultradian trough signals…

When noticing ultradian trough signals (restlessness, wandering attention, desire to check phone), take a 15-20 minute genuine recovery break before beginning the next work block rather than pushing through with stimulants.

2 lessonsenergy-managementultradian-rhythmrecovery
Rule

Close communication apps entirely during deep work…

When entering a scheduled deep work block, close all communication applications entirely rather than minimizing or silencing them, because accessibility to self-interruption sources depletes executive function through continuous suppression effort even when not actively checked.

1 lessondeep-workattention-managementenvironmental-design