Implementing the Unbranded Safety Framework for BGI
Presenter: Colleen Pridemore
Intercepts inputs before the LLM runs — sits directly around the agent's function.
Safety logic is isolated — developers never touch OmegaClaw's core MeTTa code.
Maps directly to Sovereignty & Anti-Capture — avoids all platform lock-in.
riaclaw_simulation.py — Sovereignty telemetry across a live onboarding session
Trigger: Overwhelm ("I'm stupid / frozen")
Guardrail: Decouples personal worth from system complexity.
Trigger: Privacy fear ("Don't read my files")
Guardrail: Integrates user-side boundaries into permissions.
Trigger: Trust established
Guardrail: Relational container safely self-terminates.
Schema-compliant JSON telemetry block — every session produces a cryptographically verifiable sovereignty record:
{
"ownership_claimed": 0,
"data_harvested": null,
"session_hash": "SHA-256",
"sovereignty_delta_S": 1.0
}Zero ownership of human narratives or agents.
Zero behavioral harvesting or profiling.
100% cryptographic anonymity — no PII retained.
System fully optimized to return human agency.
Packaged as a fully open-source building block — inspect, fork, and integrate:
The Python wrapper module — drop it over any BGI agent function.
The machine-readable validation contract for witness log telemetry.
End-to-end Telegram bot script — local setup or cloud deploy.
📦 colleenpridemore/OmegaClaw-RIA — Team 11 invites you to inspect our repository and help build a truly sovereign, anti-capture future for beneficial general intelligence.