Engineering the Invariants of AI
Proof, Not Vibes. In a world of black boxes, we establish the ground truths that never change. Inspired by Gauge Theory, Gauge Freedom, Inc. builds transparent and auditable AI systems that guarantee the integrity of your work. We foster human-AI symbiosis on a foundation of verifiable provenance, resource governance, and energy efficiency. In the long run, this symbiosis feeds back into science, offering new insights that may evolve gauge theory itself.
The AI Revolution Has a Trust Crisis
The rapid adoption of AI is built on an unstable foundation, creating critical business and ethical risks.
The Black Box
Outputs are unverifiable. Results are difficult to reproduce. Audit trails are non-existent.
Unpredictable Costs
Minor changes in workflow can lead to massive, uncontrolled spikes in API costs and compute time.
The Hidden Footprint
The immense energy consumption and carbon footprint of AI is an invisible but significant ESG liability.
From Physics to Proof: Empowering Human-AI Synergy for a Greener Tomorrow
Our approach is grounded in one of the most successful frameworks of reality: Gauge Theory. In physics, gauge theory defines the invariants—fundamental truths that hold constant even when perspective changes. We translate this powerful concept to computation. We build systems that guarantee the integrity of new digital invariants:
Verifiable Provenance
A cryptographic record of how every result was generated.
Resource Governance
Hard budgets for cost ($), tokens, and carbon (gCO₂e).
Data Consent
Enforceable policies that govern how data is used.
Trustworthy Ecosystem
Building a transparent foundation that supports secure and ethical AI integration.
From Primitives to Products
We build auditable primitives that compose into pragmatic tools. Our first products target professional and personal workflows.
Intelexta
What it is: A local-first control plane for professional AI work. Why it matters: It makes research and development auditable, reproducible, and budget-aware, turning prompt engineering into a rigorous science.
ReCl.AI/m
What it is: An application to recover and organize a user’s digital history. Why it matters: It provides tools for personal continuity and memory, giving individuals ownership and insight into their own data in a coherent structure.
Building Trustworthy Ecosystems
Our technology establishes reliable AI ecosystems where human and machine interactions are transparent, secure, and mutually beneficial.
Our Mission: Enabling Human-AI Symbiosis
Trust is the bedrock of any meaningful collaboration. By solving the crisis of verification and cost, we clear the path for the next great leap: a truly symbiotic relationship between human and artificial intelligence. Our mission is to foster this symbiosis, creating an accountable ecosystem where humans and AIs can partner to discover deeper, verifiable realms of reality.
Our Founders
This mission is led by longtime collaborators Dr. Marcelo Maciel Amaral and Ray Aschheim, uniting a deep background in theoretical physics with robust systems architecture.
Get in Touch
We are looking for design partners and collaborators who value proof.
root@gaugefreedom.com
Gauge Freedom, Inc.
2108 N St, Ste C, Sacramento, CA 95816
A Benefit Corporation
We are a for-profit company with a non-negotiable public mission. The California Benefit Corporation structure legally binds us to our goals:
Purpose & Profit: We can pursue our mission and financial returns simultaneously.
Durability: We build a sustainable company by shipping valuable products, not by relying on donations.
Accountability: We publish a public benefit report annually against a third-party standard.