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The Shift to Risk-Aware Operational Trust

The Shift to Risk-Aware Operational Trust

Autonomous remediation will succeed or fail on more than model capability. It will depend on whether security teams can prove that a proposed change is safe, bounded, reversible, and durable in production.

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Illustration of a superheroine flying with a briefcase, captioned 'In celebration of Women's History Month'

Women in Security: Leadership, Innovation and Impact

Explore how women are shaping the future of cybersecurity through leadership, innovation, and diverse perspectives that strengthen teams and improve security outcomes.

Roni Nuriel
Roni Nuriel
Mar 12, 2025 | 7 min read

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