Personal capacity. Not employer-reviewed or endorsed. Technical claims are generic reference patterns, not internal practice from any specific firm.

The pieces

Moment · Research · Tools

Moment · v2.2 Live

M365 E5 Copilot Architecture

Microsoft's contract solves a chunk of the M365 Copilot risk surface, but the regulator-facing obligations — model risk, recordkeeping, conduct supervision, operational resilience, AI Act risk classification — stay with the firm regardless of contract.

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Tool · v0.5 preview In progress

Copilot Posture Sandbox

Configurator for M365 Copilot tenants. Toggle the eight load-bearing knobs across two slots — current and proposed — and see the architecture redraw plus the delta in regulatory exposure.

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Versions

Mogambo is learning in public
  • v2.3in flight (drafting). Refresh xAI/Grok integration classification (track Microsoft sub-processor list updates), tighten CoWork OBO mechanics walkthrough, advance Posture Sandbox to v1.0 with auto-fact-check.
  • v2.2 — current. Baselined 2026-05-05. xAI/Grok independent-processor reclassification; CoWork OBO mechanics tightened; Anthropic non-retention reframed as contractual posture, not architectural guarantee.
  • v2.0 → v2.1 — predecessors, superseded.
  • v1 — original publication. Superseded.

What Mogambo wants pushback on

Mogambo is learning. The piece is published as a draft for the field — these are the specific things most worth your pushback:

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