Vanta reports that shadow AI is the use of unapproved AI tools within organizations, risking security and compliance issues.

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While many of this year’s announcements were minor refreshes, Apple had plenty of opportunities to show off its ingenuity.

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The Agent-R1 framework provides a path to building more autonomous agents that can reason and use tools in unpredictable, real-world environments.