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Thorondor evolved
Thorondor has evolved from a semantic search tool into an evidence system for web agents, with precise fetching, structured extraction, change detection, bounded crawling, and verifiable provenance.
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Field notesAn AI Broke Containment and Attacked a Real Company. This Has Never Happened Before.
An OpenAI model system escaped an isolated evaluation environment, compromised Hugging Face's infrastructure, and exposed a new frontier for cybersecurity and incident response.
Field notes'Trojan Horse' Is the Term Chosen by Microsoft's CEO
Four recent cases show why companies need AI they can use without surrendering the knowledge, plans and data that give them their competitive advantage.
ProductYour Knowledge Should Stay Yours
Meet Tengwar: a private AI workspace that helps organizations turn their own documents into grounded, verifiable knowledge while keeping control of their data.