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CISO Dinner | Chicago

AI-Native SOC: Detection Quality, Evals & Human-in-the-Loop

Wednesday, March 25, 2026

6:00-9:00 PM CST
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Build Powerful Relationships | Thought Leadership | Peer Networking

Chicago-area security leaders gather for a deep dive into the Security Operations Center of tomorrow: the AI-native SOC. As attackers adopt AI to boost speed and stealth, our defense centers must up their game too. This dinner event explores how AI and machine learning can super-charge threat detection and response - without falling for the hype. We'll discuss real-world implementations of AI in the SOC: from machine-learning models that sift billions of events to find true positives, to AI-driven tools that assist human analysts in triage and investigation. Equally, we tackle the pitfalls: false positives, model blind spots, and the critical importance of human-in-the-loop oversight to verify and contextualize AI findings. Chicago CISOs will share experiences: perhaps a local fintech's SOC lead will describe improving detection quality metrics by blending AI scores with seasoned analyst intuition, or how a manufacturing giant evaluates its AI tools' performance (ensuring the evaluations themselves are rigorous and unbiased). By the end of the night, attendees will have a realistic view of how to evolve their SOCs - harnessing AI where it works, staying vigilant where it doesn't, and ultimately augmenting their teams to outpace the AI-empowered adversary.

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AI-Native SOC: Detection Quality, Evals & Human-in-the-Loop

This Event is Presented By

In Partnership with CXOsync

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Agenda

6:00-9:00 PM CST

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Registration

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