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  "text": "Original paper: \nhttps://t.co/oka6G5cnMB\n\nRefutations already in the literature:\n\nGong et al. (2026) showed Patchscopes are unreliable: injected states overridden by model priors (faithfulness drops sharply). The “layer 6 belief” is just a partial vector sum the rest of the pass overwrites.\n\nhttps://t.co/Z2Dxtvgmnt\n\nThe architecture is unchanged. The interpretive frame drifted. \n\nTime to review the math. Apply null hypotheses thoroughly. Leave anthropomorphic narratives behind for good.",
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