Here's something simple. Take any repository. Read what the documentation says it does. Look at what the code actually does.
They're different. Always.
We measured this gap across a thousand repos—from startups to FAANG. Everyone has it. We just gave it a number: Trust Debt. The delta between what you say and what you do.
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📌Making the Invisible Visible
0:00 - Introduction: We built a tool that measures this gap. Run one command, get one number. Your Trust Debt score.
That's it. But watch what happens—developers start sharing their scores like they share test coverage. They add badges. They track it over time. They compete. Not because we told them to, but because now they can see something that was always there but invisible.
2:30 - The Network Effect Already Starting: Within our first month, 500+ repositories had Trust Debt scores. Developers started adding badges without us asking. Teams began tracking it in their CI/CD pipelines.
Why? Because once you can measure something, you naturally want to improve it. Every score shared makes Trust Debt more real. By the time enterprises need this for compliance, it'll already be the standard everyone knows.
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⚡The Same Math Works Everywhere
5:00 - Patent Claims & Universal Application: This gap exists everywhere. Your code has it. Your AI models have it. Your business processes have it. Anywhere there's a promise and an implementation, there's Trust Debt.
The math we use—orthogonal categories that don't overlap—aligns with our patent claims (v17) for convergent trust measurement:
Claim 1: Convergent Requirements
Any mathematically valid trust measurement must satisfy:
Each badge creates social proof. Each comparison creates pressure. Each measurement validates the metric. We're not pushing adoption—it's emerging naturally because developers finally have a number for something they've always felt.
Multiplicative improvements instead of additive fixes
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📌The Forcing Function for 2025
22:00 - EU AI Act Makes This Mandatory: The EU AI Act requires demonstrable alignment between AI systems and their stated purposes. Trust Debt is the only mathematically valid measurement that satisfies the convergent requirements:
Article 71: Penalties → Up to €35M for non-compliance
By the time this becomes law, IntentGuard will already be the de facto standard—like FICO for credit or Verisign for certificates.
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📚Partnership Opportunities
25:00 - Not Looking for Customers: We're not looking for a customer or a casual investor. We're offering a chance to own the foundational technology that will be required for every AI system in the world.
Trust Debt measurement is free.
Trust Debt reduction requires orthogonal categories.
We patented orthogonal categories.
Which side of the patent do you want to be on?
