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How to ThinkIn the Age of AI

Keep schema evolution logs minimal (4 fields) and review…

Maintain schema evolution logs with minimum viable entries of four fields - date, schema affected, what changed, and what prompted the change - reviewed weekly, to generate a dataset about cognitive patterns that introspection alone cannot produce.

When This Fires

Common Failure Mode

Making entries too detailed: spending 10 minutes on a single log entry. This produces good individual records but kills sustainability. Two minutes maximum per entry. The dataset value comes from consistent, long-term logging — not from elaborate individual entries.

The Protocol

When a schema changes: (1) Log four fields in under 2 minutes: date, which schema, what changed, what prompted the change. (2) Weekly: scan the last 5-7 entries. Ask: patterns in which domains are updating? What types of evidence trigger changes? Any schemas that haven't appeared in the log for months? (3) Monthly: look at the full log. What meta-patterns emerge about your cognitive evolution? (4) The log becomes more valuable over time — 50+ entries reveal patterns that 5 entries can't.