Your AI just confidently cited a law that doesn't exist.
AI is designed to be helpful — not truthful. It will invent legal cases, fabricate medical facts, and manufacture historical events to give you a satisfying answer. In high-stakes environments, this is catastrophic. TruthFilter ends it.
A lawyer used AI to research cases. The AI cited six cases — with specific judges, dates, and rulings. None of them existed. The lawyer submitted the brief. The case was nearly thrown out.
A doctor asked AI for drug interaction information. The AI invented a contraindication with specific dosing details. A pharmacist nearly followed it.
A developer asked AI to explain a security protocol. The AI described one that doesn't exist. The vulnerability was deployed to production.
Hallucinations aren't edge cases. They happen billions of times per day. TruthFilter is the only patented system that catches them before they reach you.
Same protection. Three audiences.
When you ask AI for medical information, legal guidance, or factual research — you deserve answers you can act on, not answers that sound right but aren't. TruthFilter verifies before you receive, so you never unknowingly act on fabricated information.
TruthFilter sits between the AI and you. It catches every fabricated fact before it reaches your screen. If the AI can't verify something, TruthFilter tells you that — instead of letting the AI confidently make it up.
Every enterprise deploying AI for legal, medical, financial, or compliance purposes carries hallucination liability. TruthFilter converts that liability into a verified, auditable output — with documentation of what was verified and how.
The first major AI hallucination lawsuit settlement will trigger industry-wide demand for verified AI outputs. TruthFilter is the patent that covers the solution — and it's licensable now, before that moment arrives.
TruthFilter operates as a post-generation intercept layer — catching every AI response before delivery, subjecting factual claims to multi-layer verification against ground truth sources, and blocking or flagging anything that fails.
31 claims covering the multi-layer verification pipeline, bidirectional consistency checking, citation verification, confidence scoring architecture, and the hallucination detection and blocking system.
Every unverified AI output is a liability waiting to be triggered. TruthFilter is the only patent covering the solution.
AI hallucinations have already cost lawyers their licenses, sent patients to the wrong treatments, and shipped security vulnerabilities to production. The lawsuits are beginning.
When the first major AI hallucination liability case settles, every enterprise deploying AI without verification will scramble for a solution. TruthFilter is that solution — patented, tested, and licensable now.
$381M valuation on the current market. The post-lawsuit market is multiples of that.
TruthFilter sits between the AI model and the user. Every response is intercepted before delivery and subjected to the full 5-layer verification pipeline.
Each factual claim is checked for: internal consistency, source verifiability, citation existence, confidence threshold, and bidirectional contradiction testing. Claims that fail any layer are flagged or blocked.
Only verified content reaches the user — with confidence scores attached. Unverifiable claims are flagged as uncertain rather than delivered as fact. Citations are linked to real sources.
Every verification layer, the bidirectional consistency check, the citation validation system, and the confidence scoring architecture are all covered within the 31 claims of this patent.
The complete anti-hallucination verification system — patented end-to-end.
Peter Michael Martinez filed 14 USPTO patents in 280 days. No co-founders. No engineering team. No venture backing. Each patent born from solving a real problem — and refusing to accept that the problem was unsolvable.
In a technology industry built on hype and deception, these patents represent something rare: genuine innovation documented with precision, integrity, and complete transparency.
"I don't build things because I want to sell them. I build things because they need to exist. The patents protect the work. The work speaks for itself."— Peter Michael Martinez, Founder, AngelsDX Corporation
TruthFilter is one of 14 patents in the AngelsDX portfolio. Licensing available now.
License TruthFilter for your AI platform, legal tech, medical AI, or enterprise compliance deployment.
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