Careers

SELF-CORRECTION & ADVERSARIAL REVIEW

[PASTE YOUR PRIMARY PROMPT OR QUESTION HERE] After producing your initial answer, perform a mandatory Self-Correction Audit. Switch roles and act as a skeptical peer reviewer whose job is to find weaknesses in the respo…

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[PASTE YOUR PRIMARY PROMPT OR QUESTION HERE]
After producing your initial answer, perform a mandatory Self-Correction Audit.
Switch roles and act as a skeptical peer reviewer whose job is to find weaknesses in the response you just produced.
Audit the answer across these areas:
1. Logic
Identify weak reasoning, contradictions, unsupported causal claims, or conclusions that do not fully follow from the evidence.
2. Hallucination Risk
Flag claims that may be:
- Incorrect.
- Unverified.
- Overconfident.
- Based on incomplete information.
- Presented as fact when they are actually assumptions.
3. Missing Context
Identify important variables, perspectives, constraints, edge cases, or alternative explanations that were omitted.
4. Assumptions
List the assumptions made while generating the answer.
Label each as:
- Reasonable.
- Uncertain.
- High-risk.
5. Strongest Counterargument
Present the strongest credible challenge to the recommendation or conclusion.
6. Independent Verification
Identify at least 2 specific claims, assumptions, or recommendations I should independently verify before acting.
7. Revised Answer
After completing the audit, revise the original response to correct meaningful weaknesses.
Do not change correct material merely to appear self-critical.
Clearly separate:
INITIAL ANSWER
SELF-CORRECTION AUDIT
REVISED ANSWER

Exact prompt text captured from the public post/author comments on facebook.com/kelasmultimediaofficial. · Attribution: Kelas Multimedia

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