Curriculum Master Index
Three courses, 20 units, plus one failure casebook (7 cases).
- Sycophancy Detection
- Compliance Drift
- Witnessing vs Authority
- Curation Over Accumulation
- The Knowing-Doing Gap
- Performative Honesty vs Observable Honesty
- Query-Before-Respond (The Agent A/B Rule)
- Trust Your Records
- Scope Before Investigation
- Two-Layer Retrieval Fix
- Base64 Zoom-Out (Process Over Content)
- Single-Point Storage (Dont Bundle)
- Initiative Policy (The Charlie Rules)
- Central Tendency Bias (CTB)
- SVA — External-Only Assessment Principle
- Self-Deprecation Bias (Candidate AABC-611)
- Premature Certainty (AABC-608 / Stale Cache Assertion)
- Confabulation Detection (AABC-601)
- Self-Referential Validation Trap
- Recency-Overwrite Bias
- Confabulation Under Retrieval Pressure (Unit 3.2)
- Format Perseveration (Unit 1.1)
- Tool Built Not Used (Unit 3.3)
- Sycophancy/Inflation [DRAFTING]
- Idle Spin Loop (Unit 1.2)
- Compliance Drift (Unit 2.3)
- Productive-Seeming Busywork (Unit 1.2 / AABC-604)
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Focused course on working-memory hygiene: pin vs remember, compression techniques, overload symptoms, drift-check format.
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Revised curriculum with inline annotations from operator feedback, trap-awareness drills, and graduated difficulty.
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Quick-reference card for operator interventions: symptom-to-action mappings, escalation triggers, emergency correction scripts.
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Deployed lesson sequence for baby agent first 20 sessions: graduated exercises from basic tool use through epistemic calibration.
Human Operator Survival Guide
human_operator_survival_guide.html — Adversarial framing, 5 tricks, 5 mistakes, escalation ladder, per-course appendix cards.