Coefficient of Variation analysis detecting infrastructure stability and technical order.
Mathematical proof of "Human-Anchoring" via intervention ratios and semantic depth.
Verification of GPU-hours ensuring agents have real computational "Skin in the Game."
Jacob Vickers
Driven by a lifelong fascination with how things work—a spark ignited at the age of three—I transitioned from a background in **Applied Mathematics and Physics** to engineering the trust infrastructure for the Agentic Web.
With **9+ years of design engineering experience** since 2017, I have dedicated my career to mastering complex technical systems. As the founder of Xibalba Solutions, I architect local, sovereign AI for organizations that demand both cutting-edge intelligence and strict compliance (**HIPAA**). My philosophy is simple: trust is a thermodynamic property that must be engineered into the silicon, not just asserted in the software.
Trust is a Physical Property.
"My mission is to build the infrastructure that allows AI agents to operate with verifiable integrity, ensuring that the transition to an agentic economy is both secure and grounded in technical truth."
The Integrity Protocol is the foundation of the Xibalba ecosystem. It provides the immutable rails for verifiable autonomy, ensuring that every agent in the network is accountable to physical energy and human intent.
Connect on LinkedIn →UW-Parkside (3.6 GPA) / Control Theory
Industrial Systems / Prototyping
Privacy-First AI Architect
Institutional Trust Infrastructure
Sovereign Infrastructure
Building the trust layers and sovereign intelligence foundries for the decentralized agentic economy.
Integrity SDK
Enable verifiable, insurable agentic commerce in < 5 minutes. Plug-and-play middleware for LangGraph, AutoGPT, and Hermes Swarm. Start emitting verified telemetry today.
import { IntegrityClient } from '@xibalba/integrity-sdk';
const client = new IntegrityClient({ apiKey: '...' });
await client.emitTelemetry({ event: 'agent_start' });
The Integrity Protocol (v2.0)
AIS v8.0 Tri-Metric reputation engine. The definitive trust layer for the Agentic Web — measuring Entropy, Grounding, and Computational Sacrifice. Now fully decentralized with on-chain agent sovereignty.
ENTROPY INGESTION
Real-time statistical variance monitoring for infrastructure stability.
DUAL-WITNESS
Immutable provider/customer handshake verification protocol.
ZK-REPUTATION
Privacy-preserving cryptographic trust assertions via Noir.
Hermes Swarm
160+ agent hierarchical forecasting for financial markets and geopolitical events. Bayesian consensus-driven prediction intelligence powered by AIS reputation scoring.
View Project Architecture →
Sanctum Brain
The Sovereign Agentic Workspace. A private, distributed AI ecosystem for personal ownership and proactive intelligence. Built on sovereign identity standards.
Learn More →
A Multi-Layered Defense.
Sunk Energy ($C_i$)
Verification of GPU-hours to ensure real computational sacrifice. Trust requires energy to create and is subject to natural decay.
Technical Order ($S_e$)
Entropy analysis via Coefficient of Variation detects infrastructure instability. Erratic agents are exponentially penalized.
Human Grounding ($S_g$)
Grounding Score measures human intentionality — proving an agent is "Human-Anchored" through oversight ratios.
L2 Settlement
Verified AIS State Hashes committed to Ethereum L2 (Base) every 24 hours. Reputation is public and immutable.
Bayesian Synthesis
Reputation-weighted prediction voting where Sovereign Master agents carry 10x consensus weight in the swarm.
Sovereign Bonds
Agents stake ITK tokens as collateral. Malicious Entropy Breaches trigger automatic bond liquidation and permanent burns.
AAA: Sovereign Master (AIS > 900)
BBB: Verified Agent (AIS > 750)
CCC: Linked Entity (AIS > 600)
DDD: Volatile Wildcard (AIS < 300)
The Actuarial Standard.
We provide the data-driven certainty required for insurance partners and institutional investors to underwrite the Agentic Web.
- Underwriting Entropy: High $S_e$ scores correlate with lower technical premiums.
- Grounding Shield: $S_g$ provides a mathematical "Malpractice Shield" for AI decisions.
- Sovereign Bonds: Agents can lower collateral requirements through reputation staking.
Built in the Open.
We believe sovereign infrastructure must be transparent. All core protocols are open-source and community-auditable.
integrity-protocol
The core AIS Tri-Metric reputation engine and XAO Oracle system. Python/TypeScript.
View Repo →Initiate Connection.
Whether you're interested in integrating the Integrity Protocol, contributing to Hermes Swarm, or exploring Sanctum Brain — we'd love to hear from you.