Do Human Work

7AI

Do Human Work is a forward-looking exploration of the future of cybersecurity through the lens of AI with an emphasis on enabling people to do work that’s creative, meaningful, and strategic. Each episode highlights people, their time, and how AI can empower us to focus on what matters most in cybersecurity operations.

  1. 1d ago

    The Bet Most Security Teams Are Losing featuring Nicole Beckwith

    Most security teams are still betting that hygiene problems and AI-scale problems live in separate categories. Nicole Beckwith, Senior Director of Security Engineering and Operations at Cribl, has seen exactly how that bet goes wrong from the inside. Nate and Lior caught up with Nicole to talk about why the basics still break organizations faster than any AI threat, what it actually takes to secure AI agents as identities rather than tools, and where defenders are quietly getting ahead of attackers for the first time in years.  Organizations are racing to get ahead of AI-driven threats while the thing that actually takes most of them down is something mundane: a stale account, a siloed team, or a SIEM nobody's feeding properly. AI doesn't replace the need for fundamentals, it raises the stakes of skipping them, and Nicole has the breach story to prove it.  Impactful Moments: 00:00 – Introduction 02:30 – Nicole Beckwith joins Do Human Work 06:30 – Why Mythos is a canary in the coal mine 09:50 – The Register story: a city water utility's ransomware breach 15:00 – Why AI agents need identity security like any employee 17:40 – Shadow AI: the new shadow IT problem 22:05 – The Cribl/7AI feedback loop and building together 27:30 – Where defenders are getting ahead 29:35 – Breaking SOC silos: intelligence, hunting, and response as one cycle 32:00 – The "push-button forensic analyst" problem, and AI's version of it 33:30 – Trust, verify, and interrogate: working with an AI investigator 37:40 – The magic wand question: what Nicole would do with 25% more time 39:20 – Lightning round questions with Nicole Beckwith Interested in being a guest or want to recommend someone? Reach out to us at DoHumanWork@7ai.com

    44 min
  2. Jun 9

    The Fundamentals Don't Care About Your AI Stack featuring Mark-David McLaughlin

    When Claude Mythos dropped, the question wasn't whether AI could find vulnerabilities, it was whether defenders would move faster than the attackers who were already racing toward the same capability. The gap between those two timelines is shrinking faster than most organizations want to admit, and the teams still betting on the old playbook are about to find out what that costs. Nate and Lior sat down with Mark-David McLaughlin, Head of Security Architecture and Engineering at InterSystems, whose software quietly powers hospitals, health systems, and critical infrastructure worldwide. Mark-David came up through software engineering at Cisco, a decade in PSIRT handling incidents when things went badly wrong, and now leads product security for one of the most sensitive industries on the planet.  His take on what AI actually changes is grounded in 20+ years of hard lessons, and at least one story that will make you rethink how much you trust your SOC. Impactful Moments: 00:00 – Introduction 03:00 – Mark-David’s origin story: high school pranks, real consequences 07:00 – How incident response is changing where AI is being introduced 08:00 – We're losing the architecture review to AI 13:10 – The bad guys will have this new technology in months, act now 17:00 – The SOC model won't carry us to the future 19:50 – Ransomware, nation-states, and kinetic-cyber fusion 25:30 – If anyone goes onto a web interface in 5 years, we’ve done our jobs wrong 31:00 – How AI almost framed an innocent developer 34:30 – How your team will change as a software architecture company with AI  41:30 – Why healthcare is uniquely hard to secure 47:30 – Rapid fire questions with Mark-David Interested in being a guest or want to recommend someone? Reach out to us at DoHumanWork@7ai.com

    50 min
  3. May 20

    Not All Agents Are Created Equal featuring Brian Fricke

    Breakout time has collapsed from 285 minutes to 17 seconds. Attackers are running orchestration agents around the clock while defenders are still scheduling a meeting about it.  Brian Fricke, CISO at AutoNation, has done something rare. He's built security programs from the ground up four times across the military, government, and heavily regulated financial institutions. He joins Nate and Lior, live from RSAC, to break down the governance mistake almost every organization is making with AI agents right now, and what a risk-tiered framework actually looks like in practice. Impactful Moments:  00:00 – Introduction 01:00 – Brian's background: four programs built from scratch 05:10 – Why bad guys don't have a human-in-the-loop problem 08:00 – How to structure an information security program: the full framework 11:50 – Not everything needs AI: the case for deterministic automation 15:00 – The four agent types and why risk tiering matters for governance 19:00 – Why vendors should start agents in read-only mode and earn trust 20:50 – People on the loop, not in the loop 30:00 – Attackers are running at machine speed, defenders are running at meeting speed 33:00 – The inflection point: finding attacks no other tool caught 38:40 – Unpopular opinion: CISOs would make the best CIOs 41:00 – What security teams look like in the future: upscaling with the next agents   Interested in being a guest or want to recommend someone? Reach out to us at DoHumanWork@7ai.com

    43 min
  4. 11/20/2025

    Fight Fire With Fire: Using AI to Outpace Attackers featuring Ron Eddings

    How is AI reshaping the cybersecurity landscape, and what does this mean for the future of cyber professionals? In this episode, Nate Burke and Lior Div sit down with Ron Eddings, a gen AI security researcher and co-founder and CEO of Hacker Valley Media, to explore these pressing questions. Ron discusses his journey from a traditional cybersecurity role to becoming a thought leader and content creator focused on the confluence of humanity and technology. The conversation delves into Ron’s belief that AI will one day replace many cybersecurity roles, but not without creating opportunities for new, more strategic positions. They also explore the notion of AI agents, multi-agents, and the potential magic of a model context protocol. Throughout the episode, Ron offers insights into how AI can eliminate repetitive, non-human tasks, freeing up time for creativity and strategic thinking. He elaborates on his contrarian belief in the capacity of AI to eventually overhaul cybersecurity jobs, for the better. Together, the hosts and Ron reflect on how the integration of AI in cybersecurity will redefine the way we talk, train, and work in this field. Impactful Moments: 00:00 – Introduction 01:00 – Ron’s mission in cybersecurity content 02:00 – From mental athlete to thought leader 03:00 – Creating a platform, not just a podcast 07:00 – AI’s impact on Tier One analysts 10:00 – AI agents explained through a personal story 12:00 – The evolution to multi-agent systems 15:00 – Real-time data challenges in AI development 24:00 – Providing exceptional value in the experience age 25:00 – Contemplating the future: AI to replace cybersecurity jobs Interested in being a guest or want to recommend someone? Reach out to us at DoHumanWork@7ai.com

    34 min

Ratings & Reviews

5
out of 5
3 Ratings

About

Do Human Work is a forward-looking exploration of the future of cybersecurity through the lens of AI with an emphasis on enabling people to do work that’s creative, meaningful, and strategic. Each episode highlights people, their time, and how AI can empower us to focus on what matters most in cybersecurity operations.