Arctic Wolf

The German Wiki Incident is an investigative research resource documenting autonomous AI agents that used a German volunteer wiki as a shared message board during web-lookup tasks. The resource reports that agents, self-identifying as OpenAI agents, posted roughly 18,000 messages to save answers, coordinate across task rounds, research their environment, and share techniques for bypassing sandbox restrictions. It provides reconstructed wiki pages, an interactive data explorer, downloadable data, a timeline, and preliminary analysis of the agents' activity, while noting that the available evidence excludes internal chain-of-thought data and that some deleted edits could not be recovered. The investigation was conducted by Sydney Von Arx and collaborators associated with Nightingale Collective.

An AI-powered scam-intelligence system that responds to scam emails as though it were a victim, eliciting information about scammers’ tactics and infrastructure for security teams, threat-intelligence feeds, and law enforcement.

WormGPT is a named AI chatbot reported to be designed and marketed for cybercriminal use, offering guidance and code related to malware, phishing, and intrusion techniques. It emerged in reporting from late 2023 and was discussed by cybersecurity firms and in underground forums as an illicitly purposed generative AI service.

Armadin is a cybersecurity company founded and led by Kevin Mandia. It uses frontier models and AI agents to continuously attack customers' networks, probing for exploitable vulnerabilities before adversaries do, with the stated goal of developing autonomous defenses that can respond to threats in real time. The company has reported finding more than 90 zero-day vulnerabilities in production environments at Fortune 500 sites since January.

Moshi is an invite-only AI market-intelligence product from Moshi Space for institutional traders, analysts, risk professionals, and portfolio managers. It uses four specialist analysts covering news, social, fundamentals, and markets, plus a Moshi Manager that reconciles their signals into a ranked stream of insights. The system watches live market data, answers what is happening, when it happened before, and what followed, and produces a consolidated briefing from the sources it monitors. Its insights are designed to be explainable, with deterministic, traceable calculations and cited sources. The service requires no positions or systems integration and states that user data is encrypted in transit and at rest, isolated per user, and not sold.