Developer Publishes Five Papers on Making AI-Assisted Work Independently Verifiable
A developer has released five short academic papers, all archived on Zenodo with DOIs, centered on a single principle: making AI-assisted work re-checkable rather than simply trusted. The papers introduce tools and concepts including EMET, a byte-level integrity checker; BuildLang, a compiler that seals verifiable receipts; and Witnessed Independence, which tracks whether a verifier graded its own output. Additional papers cover Proof Packets, which derive verdicts from checks rather than claims, and Re-Perceived Effects, which replaces self-reported outcomes with externally witnessed results. The unifying idea across all five works is that a verdict should be a re-derivable function of its inputs and should default to 'unverifiable' rather than defaulting to trust.
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