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About this article

  • Audience: Contributors who need context on retired features and documentation reorganizations
  • Goal: After reading, you understand why Gemma NPU reasoning was retired and how phase pivots shaped today's sovereign + precomp stack
  • Type: Concept

Summary

Ghost Protocol moved from large on-device language models to RF-DETR precomp authority with proxy-mediated cloud escalation. Earlier phase-one mobile and actor testing plans were archived; current work centers on sovereign edge app bundles, Phantom federation, and stacked release gates.

Prerequisites

Gemma NPU retired (2026)

Before the pivot, edge devices could host a large Gemma-class model on the NPU for primary reasoning. That path added image size, thermal load, and operational complexity without improving the authoritative detection contract.

Current model:

  • On-device: RF-DETR precomp from ghost_core; fusion and recording in ghost_agent_v2
  • Cloud (optional): Gemini File API and Video Intelligence on justified ~60 s clips only
  • Sovereign rule: No cloud API keys baked into the edge app; the Phantom proxy owns escalation credentials

Health and A2A surfaces may still note graceful NPU-offline messaging while precomp remains the trusted detection source. The Ghost Protocol custom-trained artifact name remains ghost_protocol_gemma4_e2b.litertlm—listed with RF-DETR fleet packages on the RF-DETR ML Pipeline hub. Historical Gemma planning documents live under appendices/internal-plans/ and do not sync to the public site.

Phase pivots and documentation reorg

PhaseFocusStatus
Phase 1 (early)Mobile testing, actor scenarios, inter-device kanban, VMS integration drafts, HITL experimentsArchived to internal plans
Phase 2 (current)Precomp + H.265 primary + sovereign deploy; layer 3 depth; Hermes mesh; Phantom readiness; proxy MCP federationActive public docs subject

Reorg principles (still in effect):

  • Move historical PRDs and checklists with mv only—no deletes from the tree
  • Keep user-facing categories (quickstart, guides, reference, architecture, troubleshooting) free of verbatim handoff dumps
  • Index and sidebar list appendices separately from internal-only material

What changed in verification culture

Early work emphasized exploratory mobile and actor flows. Production verification now standardizes on orchestrator batches, soak gates, harness scenarios, and Phantom module readiness before fleet-wide promote. Exact pass rates, soak tables, and session chronology stay in private operator handoff—not in public history pages.

Next steps

Operator depth

Full chronology, moved-file inventories, and live remainder tracking live in private operator handoff (not published) (private).