Institutions for the Post-Scarcity of Judgment

arXiv:2604.22966v1 Announce Type: cross Abstract: Each major technological revolution inverts a particular scarcity and rebuilds institutions around the shift. The near-consensus diagnosis of the AI

arXiv:2505.12296v2 Announce Type: replace-cross
Abstract: Our evaluation shows that PoLO achieves textbf99% watermark detection accuracy for ownership verification, while preserving data privacy and cutting verification costs to just textbf1.5–10% of traditional methods. Forging PoLO demands textbf1.1–4$times$ more resources than honest proof generation, with the original proof retaining over textbf90% detection accuracy even after attacks.

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