qbc.networkblog

Field notes

Engineering notes, release reports, and protocol writing from the team building the AI-native post-quantum L1. Concrete, verifiable, honest about gaps.

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Showing 2 posts tagged #architectureclear

LatestJul 30, 202612 min read

How a frontier MoE could run on the GPUs people already own

We designed and built the stack to serve a 2.8T-parameter open MoE on ordinary 12GB consumer GPUs, paid per token on-chain, owned by no one and served by everyone. The architecture, the honest memory maths, and what is built versus what still needs a fleet.

#architecture #distributed-fabric #incentives #engineering

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Jul 27, 202611 min read

Safety you can check: how the on-chain veto works across L1, the QVM, and Aether

Most AI safety is a promise. On QBC it is a transaction. An end-to-end walk through the safety path: the Layer 1 root of trust, the Gevurah and Malkuth contracts on the QVM that make a veto enforceable, and how one chat turn leaves a permanent, auditable record.