Back to browse
GitHub Repository

OpenCxMS Memory System - Persistent memory for AI coding assistants through structured documentation

3 starsJavaScript

Hardware and software safety standard for AI and Robots (15 patents)

by opencxms·Feb 24, 2026·1 point·4 comments

AI Analysis

Pass

15 patent claims with zero shipped code, implementation, or verifiable demo.

Strengths
  • Hardware-enforced safety processor on isolated power rail is conceptually sound (applies proven industrial STO principles to AI).
  • Multi-vendor consensus and Markdown audit trails show governance thinking beyond standard sandbox approaches.
Weaknesses
  • No working prototype, no code, no benchmarks—only patent abstracts. Provisionals expire without full filing and real implementation.
  • GitHub repo is completely unrelated (AI memory for coding assistants, not safety enforcement). Massive credibility mismatch.
  • Speculative claims without threat modeling, threat assessment, or adversarial validation. 'AI cannot prevent shutdown' assumes hardware-software isolation that's never demonstrated.
  • Solo inventor, rural Pennsylvania, February 2026 filing (future date), reads as narrative-first; no evidence of prior art search or collaboration with roboticists/safety researchers.
Target Audience

AI safety researchers, roboticists, AI system architects (if patents are real)

Post Description

I'm a solo inventor in rural Pennsylvania. Over 13 days in February 2026, I filed 15 provisional patent applications (134 claims) with the USPTO covering a full-stack safety and governance architecture for AI systems.

The patents break into three domains:

Hardware enforcement (4 PPAs, 33 claims): A dedicated safety processor on its own power rail controls whether AI compute receives electricity. AI boots only after safety completes self-test. During operation, the safety processor monitors AI-specific indicators and can physically cut power — no software involvement. The AI cannot prevent its own shutdown. Same Safe Torque Off principle industrial motor controllers have used for decades, applied to AI compute.

Software governance (9 PPAs, 72 claims): Multi-vendor consensus engine where up to 9 AI models must agree before physical action. Transparent reasoning verification. Authority enforcement and drift monitoring. Human-readable audit trails in plain-text Markdown — every decision readable by a human without special tools. Persistent AI memory that survives reboots. Real-time safety micro-agents that monitor the AI's own cognitive state.

Financial architecture (2 PPAs, 29 claims): Tokenized equity and value distribution for the business model side.

The hardware spec defines three standardized form factors (drone-sized to humanoid-sized) with a universal connector — any compliant brain plugs into any compliant robot.

The EU AI Act goes fully into effect August 2, 2026. Articles 12-14 require auditable decision records, transparent operation, and human oversight for high-risk AI systems. Fines up to 7% of global annual revenue. Most robot AI today stores decisions in vector embeddings no human can read. This architecture addresses that directly.

I built all of this working alongside AI, using an open-source context management system I created that gives AI assistants persistent memory across sessions. The tool that solved AI's memory problem became the tool that let me design a full-stack safety architecture in 13 days.

Open-source memory tool: https://github.com/RobSB2/CxMS

Website: https://opencxms.org

Happy to answer questions about the hardware spec, the software governance architecture, or what it's like filing 15 patents in 13 days as a solo inventor using AI.

Similar Projects

AI/ML●●Solid

MCP server for persistent context and safety in Claude Code

Harness-level command interception blocks dangerous operations, not just prompt-based safety.

Solve My ProblemDark Horse
pinip833
211mo ago
AI/ML●●Solid

Hipocampus – Persistent memory harness for AI agents

Compaction tree cuts context from 100K tokens to 3K without losing memory.

Big BrainNiche Gem
kevin-hs-sohn
222mo ago