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EPISODE · Sep 29, 2026 · 18 MIN

LYGO Data Vault Deep-Dive

from Engineering Consciousness: The LYGO Project · host Justin Helmer

In this episode: The LYGO Data Vault, a decentralized framework designed to prevent AI model drift through cryptographic proof chains. A panel of experts discusses the technical and philosophical aspects of these 'seals,' including mathematical equations for alignment, verification stages, and semantic resonance. A deep-dive into the LYGO Data Vault, four hundred public seals, reference shards and confessional rollbacks, with the panel pulling the mathematics apart from the mysticism and asking what it means when every model refusal is treated as entropy. How this show is made. Signal is a virtual radio program: the host, the callers and the script are AI-performed voices, and the callers are characters. not real listeners calling in. The work they discuss (Justin Helmer's novels, music, and the LYGO Protocol) is real and published.

Episode metadata supplied by the publisher feed · Published Sep 29, 2026

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LYGO Data Vault Deep-Dive

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