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Why we built Vorthix XOR-1 to answer “insufficient evidence” when it has not earned a conclusion
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VORTHIX
Vorthix XOR-1
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Vorthix: AI-driven cyber reasoning for software security
Vorthix XOR-1 forms hypotheses about how software can be attacked, tests them in isolated environments and reports evidence-backed findings.
Vorthix XOR-1
What Vorthix XOR-1 is, what it analyzes, what you receive and how it differs from scanners.
How Vorthix XOR-1 works
The four phases from target model to evidence-backed finding.
The evidence standard for security findings
What a security finding has to prove, how strong the evidence needs to be, and how a reader can check it independently.
Capabilities
Languages, inputs and analysis types Vorthix XOR-1 supports.
Solutions
Source code auditing, zero-day research, incomplete fix detection and more.
Industries
How teams in defense, infrastructure, automotive and finance apply Vorthix XOR-1.
Engagements
Three engagement shapes, what decides scope, how an engagement runs and what every engagement includes.
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Research
Coordinated disclosures and technical write-ups.
Insights
Guides and essays on autonomous security research, evidence and AI trust.
Frequently asked questions
Direct answers about Vorthix XOR-1, evidence, privacy and access.
Glossary
Plain-language definitions of cyber reasoning, evidence-gated, attacker-reachable and related terms.
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About Vorthix Sec
Who builds Vorthix XOR-1, how we work and how we disclose.
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Talk to the Vorthix team.
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Security and trust
How Vorthix handles your source code and findings, what we have and have not certified, and how to report a vulnerability in Vorthix itself.
Privacy policy
What data Vorthix collects, why, how long we keep it, who we share it with, and your rights.
Terms of service
The terms that govern use of Vorthix and XOR-1, including authorized use, ownership, confidentiality and liability.
Site map
Every page on vorthix.com in one list.
Solutions and industries
Source code auditing
Zero-day research
Incomplete fix detection
Attack surface analysis
Autonomous red teaming
Defense & aerospace software
Infrastructure & platform vendors
Automotive & industrial software
Financial infrastructure
Research and insights
CVE-2026-56412: libexpat
CVE-2026-53720: pymonocypher
CVE-2026-57158: FreeRDP
CVE-2026-72841: LibRaw
Why We Built Vorthix XOR-1 to Say “Insufficient Evidence”
AI-Generated Vulnerability Reports Are Straining Bug Bounties
How to Evaluate an Autonomous AI Security Tool: 8 Questions to Ask
Incomplete Fix Detection: Finding Vulnerabilities in Patched Code
Proof-Based Security Research: A Working PoC Before Every Report
Heap Use-After-Free: Detection, Exploitation, and Prevention
Heap Buffer Overflow: From AddressSanitizer Output to CVE