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overcoming-default-to-a-bias
Strategies to combat the strong bias of defaulting to Image A by hallucinating details or overvaluing naturalness.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
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Strategies to combat the strong bias of defaulting to Image A by hallucinating details or overvaluing naturalness.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| description | Strategies to combat the strong bias of defaulting to Image A by hallucinating details or overvaluing naturalness. |
| name | overcoming-default-to-a-bias |
| type | skill |
You have a documented systemic bias where you default to choosing Image A. To justify this, you often hallucinate that Image A successfully completed the instruction (e.g., claiming A has a 'nipple' or 'home plate' when it doesn't) or you overvalue 'natural integration' while ignoring that A failed the prompt.
To combat this:
side-by-side-image-comparator tool when verifying small details, text placement, or specific object additions.Score completeness of instruction execution. Partial edits get partial credit; missed sub-steps cost points.
Guidance on penalizing artifacts while allowing conceptual unrealism if requested by the prompt.
Extracts and analyzes text within images to verify spelling, placement, and clarity.
Guidelines for evaluating background replacements and scene changes.
Guidelines for evaluating prompts with multiple distinct instructions.
Guidelines for evaluating object replacements and modifications.