Detection at Scale

Panther Labs

The Detection at Scale Podcast is dedicated to helping security practitioners and their teams succeed at managing and responding to threats at a modern, cloud scale. Hosted by Jack Naglieri, Founder and CTO at Panther, every episode is focused on actionable takeaways to help you get ahead of the curve and prepare for the trends and technologies shaping the future.

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Detection at Scale

Episodes (77)

Feb 24th Google's Michael Sinno on Autonomous Detection at 7 Trillion Logs Per Day
Feb 10th Block's CISO James Nettesheim on How 40% of Their Detections Are Now Written with AI
Jan 27th Compass' Ryan Glynn on Why LLMs Shouldn't Make Security Decisions — But Should Power Them

Detection at Scale

Feb 24, 2026
38 minutes
35 MB

What does it actually take to automate security operations when you're processing 7 trillion log lines daily and a single missed threat could compromise billions of users? Michael Sinno, Director of Detection & Response at Google, explains how his team handles this with less than 1% requiring human intervention through strategic AI implementation. He explores Google's methodical approach to AI autonomy, including fine-tuned models trained on golden datasets, validation through overseer agents, and the critical distinction between traditional automation and agentic AI that exercises judgment. Michael also discusses groundbreaking work with Sec-Gemini and Timesketch that enables forensic analysis to surface a...

Detection at Scale

Google's Michael Sinno on Autonomous Detection at 7 Trillion Logs Per Day

Panther Labs

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