Correction-Ledger
- The Correction Ledger: How an AI System Should Remember What You Teach It
An AI that learns from your corrections keeps a correction ledger: every fix written as a scoped rule, with the check that tells you when a draft has broken it.
- AI That Learns From Your Corrections: Why They Should Compound, Not Repeat
AI that learns from your corrections turns each fix into a permanent standard. Corrections should compound into leverage, not repeat as a daily cost.