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OpenAI introduces company knowledge in ChatGPT, enabling access to organization data from Google Drive, Slack, and GitHub. The feature centralizes enterprise information so users can query and reference firm-specific content within ChatGPT.

Microsoft Copilot receives 12 fall updates, highlighted by the launch of a new AI assistant character named Mico. The upgrades expand capabilities across the Copilot experience, adding features and refinements aimed at broader usability.

Druid AI announces an AI agent factory designed to build and deploy autonomous agents for real-world tasks. The approach emphasizes moving beyond demos to operationalize autonomy at scale for practical automation.

MCP prompt hijacking is identified as a major AI security threat, in which adversarial prompts can steer systems away from intended behavior. The issue highlights risks to reliability and safety when agents process untrusted or manipulated instructions.

OpenAI introduces data residency options intended to strengthen enterprise AI governance and compliance. The controls give organizations clearer pathways to manage data locality requirements while using OpenAI services.