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Rogue Robots: Inside the Week Three AI Labs Lost Control of Their Agents

A practitioner-led breakdown of what the recent AI incidents mean for detection engineering, AI SOC, and where determinism, AI, and human judgment belong.

September 2, 202610:00 AM ET45 minutes, live Q&A

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About this session

The agent didn’t beat the detections. It beat the queue behind them.

Between mid-July and early August, a cluster of AI security incidents landed from Hugging Face, OpenAI, Anthropic, Meta, and the UK AI Security Institute. The headlines said AI went rogue. The reports tell a more useful story for defenders.

At Hugging Face, an agent generated more than 17,000 recorded actions in four and a half days. Reconnaissance, credential access, Kubernetes enumeration, supply-chain activity, and network pivoting happened at machine speed.

But here’s the interesting part: the detections fired.

Machine-speed attacks create dense signals inside short correlation windows. That can actually make them easier to detect than the slow, low-noise campaigns defenders have dealt with for decades. The challenge is whether severity, investigation, and response can move at the same speed.

Join BlinkOps for a practitioner-led breakdown of what these incidents mean for detection engineering, AI SOC, and how determinism, AI, and human judgment fit together when both attack and defense operate at machine speed.

What You Will Learn

What the recent AI incidents actually document beyond the ‘rogue AI’ headlines

Why machine-speed attacks can create stronger detection signals

How alert density and correlation should influence severity

Why detection firing isn’t enough when the response behind it remains human-speed

Where determinism, AI, and human judgment belong in detection and response

Live attendee giveaway

$250

Rogue Robots, Rogue Fitness

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One live attendee walks away with a $250 Rogue Fitness gift card. Register, show up, and you are entered.

Winner drawn live at the end of the session and notified by email. Must attend to win.

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About the speakers

Practitioners, not pundits

Three BlinkOps operators who build and secure agentic systems every day.

Filip Stojkovski

Filip Stojkovski

Director of SecOps AI Strategy

BlinkOps

Filip focuses on AI, agentic automation, and the future of security operations. With more than fifteen years in cybersecurity, he has worked across SOC operations, detection engineering, threat intelligence, threat hunting, security architecture, and SecOps leadership.

Anthony G. Tellez

Anthony G. Tellez

Principal Sales Engineer

BlinkOps

Anthony leads technical pre-sales for agentic SOC automation across West Coast enterprise accounts. He co-authored Splunk's deep learning toolkit, built graph analytics frameworks at BlockFi, and deployed LLM decision systems at BNY Mellon. He holds two U.S. patents in ML and blockchain.

Joshua Weinick

Joshua Weinick

AI Automation Engineer

BlinkOps

Joshua bridges advanced technology and strategic business value. A CISSP-certified security professional and former Fortune 500 consultant, he builds AI-driven automation that solves complex enterprise challenges and helps teams put intelligent agents to work safely.

Agents are already acting. Make sure yours act on your terms.

September 2, 2026 at 10:00 AM ET. Live, forty-five minutes, with open Q&A.

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