Are AI Security Startups Faking It? How to Separate Signal from Noise

Are AI Security Startups Faking It? How to Separate Signal from Noise

With over 70 startups claiming to have built the perfect "AI SOC Analyst" or "AI Threat Hunter," how do you separate the real products from the vaporware? Recorded live at Decibel RSAC Founder Festival, Ashish and Caleb hosted a heated panel with Edward Wu (Founder & CEO, Dropzone AI) and Lou Manousos (Co-Founder & CEO, Ent AI). The group debates the controversial claim that AI can provide 100% threat prevention and exposes the dirty secret of the industry: Many AI startups are "cheating" by hiding human analysts behind their software.If you were a CISO or security practitioner navigating the vendor floor at RSA, this episode provides a BS-detector framework. Learn why an AI wrapper around Claude Code isn't enough, why "consistency" is the ultimate test for AI agents, and how to verify if a startup actually has real-world, paying enterprise deployments (and not just friendly design partners) .

Questions asked:

(00:00) Introduction: Live with Decibel(01:30) Meet the Panel: Edward Wu (Dropzone) & Lou Manousos (Ent) (03:40) The Great Debate: Has the Industry Given Up on Prevention? (05:50) What Has AI Actually Solved? (Repetitive Work vs. Context) (09:00) How to Spot BS on the RSA Show Floor (11:30) Defining an AI Agent: Chatbots vs. Threat Hunters (13:40) The Claude Code Problem: Is Your Product Just a Wrapper? (16:50) The 80% Accuracy Trap & Why Consistency is Key (21:30) Proving ROI: Evaluating AI Agents Like Human Employees (24:50) The Dirty Secret: Humans Hiding Behind AI Startups (26:30) Spotting Fake Customer Logos (28:30) Audience Q&A: Scaling the SOC vs. Replacing Humans (36:10) Forward Deployed Engineering & Personalized Software (40:30) Reimagining Security Architecture from the Inside Out (43:30) How Ent Detects Remote Workers Outsourcing Their Jobs (45:30) Final Thoughts: Asking Vendors for Real Proof Points

Avsnitt(51)

The Zero-Click AI Hack: How to Contain the Blast Radius of Autonomous Agents

The Zero-Click AI Hack: How to Contain the Blast Radius of Autonomous Agents

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29 Apr 47min

Buy vs. Build AI Security: Why [Box.com](http://Box.com) CISO is Creating their Own Agentic SOC

Buy vs. Build AI Security: Why [Box.com](http://Box.com) CISO is Creating their Own Agentic SOC

If your AI solution is just helping humans process the same amount of alerts a little faster, you haven't transformed anything, you've just created a faster hamster wheel.In this episode, Ashish and C...

22 Apr 46min

Anthropic's Project Mythos: Why the "Zero-Day Machine" is Terrifying the Security Industry

Anthropic's Project Mythos: Why the "Zero-Day Machine" is Terrifying the Security Industry

In this episode, Ashish and Caleb discuss the internet-breaking preview of Project Mythos, an unreleased AI model from Anthropic that has shown an unprecedented, terrifying ability to reason through c...

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How Lovable Manages 100+ Daily Changes, Vibe Coding & Shadow AI

How Lovable Manages 100+ Daily Changes, Vibe Coding & Shadow AI

What does it actually look like to run security inside one of Europe's fastest-growing AI companies? In this episode, recorded live at the Munich Cybersecurity Conference (MCSC), Ashish Rajan sat down...

2 Apr 57min

Questions Every CISO Must Ask AI Security Vendors

Questions Every CISO Must Ask AI Security Vendors

RSA Conference 2026 is here and the AI agent hype machine is louder than ever. In this episode, Ashish and Caleb cut through the noise and arm CISOs, practitioners, and security teams with a clear-eye...

18 Mars 50min

Will Foundation Models Kill Security Startups?

Will Foundation Models Kill Security Startups?

Did Anthropic just kill the AppSec industry? Following the announcement of Claude Code Security, a tool that finds, reasons about, and fixes code vulnerabilities, major security stocks dropped by 8% ....

5 Mars 59min

How to Build Your Own AI Chief of Staff with Claude Code

How to Build Your Own AI Chief of Staff with Claude Code

What if you could automate your entire work life with a personal AI Chief of Staff? In this episode, Caleb Sima reveals "Pepper," his custom-built AI agent to Ashish that manages emails, schedules mee...

11 Feb 47min

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