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    "id": "acn:page:hermeneutic-gap-computational-legalism",
    "slug": "hermeneutic-gap-computational-legalism",
    "title": "The Hermeneutic Gap and Computational Legalism",
    "description": "Why the interpretive delay between language, rule, and consequence is a civil-liberty safeguard.",
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        "slug": "hermeneutic-gap-computational-legalism",
        "aliases": [
            "hermeneutic-gap",
            "hermeneutic-legalism"
        ],
        "title": "The Hermeneutic Gap and Computational Legalism",
        "description": "Why the interpretive delay between language, rule, and consequence is a civil-liberty safeguard.",
        "kicker": "Delay is due process",
        "lead": "Justice requires room to interpret. Computational legalism turns ambiguous language into immediate friction.",
        "signals": [
            "Interpretation before enforcement",
            "Context before score",
            "No executable morality",
            "Human review"
        ],
        "schema_type": "Article",
        "related": [
            "apocalyptic-ai",
            "cognitive-due-process",
            "judgmental-ai"
        ],
        "sections": [
            {
                "heading": "The gap protects people",
                "body": [
                    "The hermeneutic gap is the space between a rule and its application. Human systems use that space to ask what happened, who meant what, whether harm occurred, and what remedy is proportional.",
                    "AI conversation judgment collapses this space when a policy rule becomes an executable score and the score becomes immediate sanction."
                ]
            },
            {
                "heading": "Why computation overreaches",
                "cards": [
                    {
                        "title": "Rules become switches",
                        "text": "Ambiguous words become binary states instead of interpretive problems."
                    },
                    {
                        "title": "Scores become facts",
                        "text": "A model’s confidence is treated as evidence rather than a fallible estimate."
                    },
                    {
                        "title": "Sanctions become labels",
                        "text": "Every enforcement act creates new training data that hardens the regime."
                    },
                    {
                        "title": "Appeals become exceptions",
                        "text": "The burden shifts from institution to user after the damage is already done."
                    }
                ]
            },
            {
                "heading": "Minimum response",
                "body": [
                    "Do not automate high-impact consequences from conversation scores. Preserve the source, disclose the rule, permit contestation, and require human judgment before reputational or legal harm."
                ]
            }
        ]
    },
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