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Fresh from the AI security signal.
The most recent field notes from our research team — updated as we publish.

Your AI Vendor's Vendors: The Fourth-Party Problem Nobody Contracted For
Your AI provider fine-tunes on someone else's model, hosts on someone else's cloud and labels data through someone else's workforce. Your risk assessment covered none of them.

Shadow MCP: The Connector Sprawl Nobody Is Inventorying
Model Context Protocol servers are multiplying across enterprises faster than anyone can catalog them. Each one is an unmonitored bridge between an AI model and a production system.

Harvest Now, Decrypt Later: The AI Data Gold Rush Has a Quantum Deadline
Adversaries are stockpiling encrypted AI training data and model traffic today, betting on quantum decryption tomorrow. Data with a long secrecy life is already at risk.
AI Threat Trends
Real-time intelligence on emerging CVEs, LLM exploits, and adversarial attack patterns.
Automated Scanner
Submit a URL, domain, or snippet for a structured, severity-ranked AI risk report.
Brand Monitor
Detect lookalike domains, spoofing signals, and impersonation surfaces targeting your brand.
Phishing Training
AI-generated scenarios that harden your team against today's real attack techniques.
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