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Agentic AI Foundation adds four new open source projects

The Agentic AI Foundation announced four new projects at a conference in San Jose on October 22, 2026. The additions include Agent Skills from Anthropic, Open Responses from OpenAI, OpenEnv from Hugging Face, and OpenSandbox from Alibaba. These projects cover agent capabilities, model interoperability, training environments, and secure execution. The foundation now hosts ten projects,…

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Building secure and effective AI agents in .NET

A new technical guide details the architecture and implementation of AI agents using the .NET ecosystem. The article explains core components like the control loop, tool calling, and memory management to help developers structure autonomous systems. It also covers critical safety measures, including guardrails, human-in-the-loop design, and protection against prompt injection. The guide emphasizes that…

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Researchers model emergent multifractality in financial markets

A team led by Paweł Oświęcimka developed an agent-based model to investigate how multifractal behavior emerges in stock markets. The simulation uses simple rules where agents trade based on local positions and overall market sentiment. The researchers found that complex multifractal dynamics appear spontaneously at the boundary between collective action and individual freedom. This work…

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AI fluency drives higher salaries in competitive IT job market

Employers are prioritizing precise hiring for AI skills, with 72% of surveyed managers increasing pay for relevant expertise. CompTIA data shows 349,821 active IT job listings in September required AI skills, representing over half of all active postings. Robert Half reports AI engineer salaries ranging from $154,500 to $196,750, while AI architects earn between $145,250…

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DHS updates internal AI policy with new waiver powers

The Department of Homeland Security released an updated directive governing internal artificial intelligence use that took effect in September. The policy retains a prohibition on using AI for large-scale monitoring or predicting future behavior, despite a recent $125 million contract with Thomson Reuters Special Services for surveillance capabilities. A significant change allows the agency's chief…

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