Defining AGI and jaggedness

Alexis Carlier, founder of Asymmetric Security, explains how assuming AGI-level intelligent labor should transform cybersecurity from reactive triage to proactive, continuous digital forensics. He breaks down today’s threat landscape—from “spray and pray” cybercrime to nation-state IP theft and North Korean “remote workers.” The conversation explores Asymmetric’s AI agents for deep investigations, their services-first approach to business email compromise, and how specialized digital forensics may differentially accelerate defensive AI capabilities.

Nathan uses Granola to uncover blind spots in conversations and AI research. Try it at ⁠granola.ai/tcr⁠ with code TCR — and if you’re already using it, test his blind spot recipe here: ⁠https://bit.ly/granolablindspot⁠

Sponsors:

GovAI:

GovAI was founded ten years ago on the belief that AI would end up transforming our world. Ten years later, the organization is at the forefront of trying to help decision-makers in government and industry navigate the transition to advanced AI.  GovAI is now hiring Research Scholars (one-year positions for those transitioning into AI policy) and Research Fellows (longer-term roles for experienced researchers). Both roles offer significant freedom to pursue policy research, advise decision-makers, or launch new initiatives. Applications close 22 February 2026. Apply at: https://www.governance.ai/opportunities

Blitzy:

Blitzy is the autonomous code generation platform that ingests millions of lines of code to accelerate enterprise software development by up to 5x with premium, spec-driven output. Schedule a strategy session with their AI solutions consultants at https://blitzy.com

Serval:

Serval uses AI-powered automations to cut IT help desk tickets by more than 50%, freeing your team from repetitive tasks like password resets and onboarding. Book your free pilot and guarantee 50% help desk automation by week four at https://serval.com/cognitive

Tasklet:

Tasklet is an AI agent that automates your work 24/7; just describe what you want in plain English and it gets the job done. Try it for free and use code COGREV for 50% off your first month at https://tasklet.ai

Claude

Claude is the AI collaborator that understands your entire workflow, from drafting and research to coding and complex problem-solving. Start tackling bigger problems with Claude and unlock Claude Pro’s full capabilities at ⁠⁠https://claude.ai/tcr⁠

CHAPTERS:

(00:00) About the Episode

(04:20) Defining AGI and jaggedness

(12:27) Modern cyber threat landscape (Part 1)

(19:10) Sponsors: GovAI | Blitzy

(22:17) Modern cyber threat landscape (Part 2)

(29:58) AI-powered cyber defense (Part 1)

(33:31) Sponsors: Serval | Tasklet

(36:20) AI-powered cyber defense (Part 2)

(42:20) Inside digital forensics workflows

(51:52) Bootstrapping AI cyber defense

(59:17) Shaping the capability frontier

(01:08:44) Future of automated forensics

(01:17:59) Outro

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