Anomaly detection identifies observations that differ significantly from an expected pattern. A bank may use it to flag unusual transactions, a manufacturer to spot equipment faults, or a security platform to detect suspicious network activity. Some systems learn from labeled examples of normal and abnormal events, while others model normal behavior and treat large deviations as potential anomalies. Rare does not always mean harmful, so alerts require context and careful thresholds. Effective detection balances missed events against false alarms, adapts as behavior changes, and gives reviewers enough information to investigate why a record, sequence, or sensor reading was considered unusual.
Anthropic is investigating reports that unauthorized users accessed its powerful Mythos AI model. The incident raises concerns about security and misuse risks.
Anthropic is rolling out identity verification for Claude users to strengthen safety and compliance. The move introduces ID checks for certain features and use cases.
Anthropic is giving U.K. banks controlled access to its Mythos model, marking a major step in the global rollout of AI-powered cybersecurity tools.
German banks and regulators are assessing risks tied to Anthropic’s Mythos model as concerns grow over AI-driven cyber threats to financial systems.
OpenAI is scaling its Trusted Access for Cyber program and introducing GPT-5.4-Cyber to support vetted defenders as AI-driven security risks accelerate.
New AI cybersecurity systems like Anthropic’s Project Glasswing could increase demand for security professionals as threats and vulnerabilities scale faster.
OpenAI plans to restrict access to a powerful new cybersecurity-focused AI model, reflecting growing concern over misuse as capabilities approach real-world attack potential.
Anthropic has launched Project Glasswing with major tech partners to use advanced AI for identifying and fixing software vulnerabilities. The move comes as AI models reach unprecedented offensive cyber capabilities.
OpenAI CEO Sam Altman said the creator of the viral AI agent OpenClaw is joining the company, while the project will continue as an open source initiative supported by OpenAI.
A new platform called Rent a Human allows AI agents to outsource tasks to real people when automation falls short, highlighting an unusual hybrid model of human-in-the-loop labor.