Architecture note
Claim Boundary Evidence Matrix
This note keeps the public site, resume, structured data, and AI-readable summaries aligned around conservative reviewer note.
- Verification
- Enterprise Validated
- Last reviewed
- 2026-08-26T00:00:00Z
- Search policy
- Reviewed and index eligible
Purpose
This note keeps the public site, resume, structured data, and AI-readable summaries aligned around conservative claim boundaries.
Matrix
| Public claim | Strongest public proof | Supporting context | Do not claim |
|---|---|---|---|
| Machine Intelligence Engineer / Software Architect | /machine-intelligence/, /resume/, /docs/machine-intelligence-proof-evidence-brief/ | Case studies, projects, evidence graph, llms files | Foundation-model training, novel ML research, benchmark leadership, autonomous operation without human governance |
| Multi-agent systems | /multi-agent-systems/, /case-studies/multi-agent-memory/, public Multi-Agent Memory source and docs | Multi-agent research reports and Architecture Notes | Hosted SaaS, production-scale fleet, distributed consensus, CRDT/exactly-once guarantees, OSI-approved open source |
| Persistent AI memory | /ai-memory/, /ai-memory-handoff/, .uai package records, persistent memory evidence brief | UAIX reports and handoff notes | Automatic memory promotion, credential authority, repo write authority, live orchestration by .uai files alone |
| LLM infrastructure | /llm-infrastructure/, /nuget-packages/, NuGet profile, LLM infrastructure brief | Runtime reports and package architecture notes | Model training, state-of-the-art inference, verified GPU inference from package presence alone |
| Azure / .NET / SQL foundation | /experience/, /resume/, Azure evidence brief, .NET/SQL modernization route | Role-level resume source maps and enterprise engineering notes | Unconfirmed scale, private infrastructure, certifications, client names, traffic, or business metrics |
| Code intelligence and applied AI modernization | Experience page, Intelligence724 public capability surface, boundary brief | Research/search notes and business-facing capability pages | Confidential client systems, legal outcomes, exact private workflows, prompts, credentials, or production data |
| Research report depth | /reports/, /research-search/, docs index | Curated promotion workflow and report reader boundaries | Treating raw reports as approved portfolio evidence without review |
Promotion rule
A raw report may support future wording only after it is rewritten into a public-safe Architecture Note, case study, project card, resume/source map entry, or evidence graph node with a clear source status and boundary.
Search-only boundary
Reports containing lucifer, antichrist, anti-christ, armageddon, standalone christ, or jesus remain search-only/noindex unless directly searched for. Embedded-word exceptions such as Christian and Christmas should remain indexable unless another governed term applies.
Reviewer takeaway
Use this matrix to strengthen trust: it tells reviewers where proof is strongest, which context is only supporting material, and which attractive but unsupported claims should remain off the public site.