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 recorded as a durable, owned rule it applies automatically next time.
- 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.