---
project: localvm-research
document: candidate_01/README
author: Simon-Pierre Boucher
contact: contact@spboucher.ai
created: 2026-08-12
status: draft
---

# candidate_01

Margin-gated deferred-refinement runtime: 4-bit resident base + windowed q8 verification sweeps with rollback

Status: scaffolded 2026-08-12, not yet run.