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Code Story
Code Story is a podcast featuring founders, tech leaders, CTO's, CEO's, and software architects, reflecting on their human story in creating world changing, disruptive digital products.
stacklist.com/codestory
Code Story is a podcast featuring founders, tech leaders, CTO's, CEO's, and software architects, reflecting on their human story in creating world changing, disruptive digital products.
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Detection is Not Enough
The AI Control Loop discusses why detection alone is insufficient for AI-driven systems and emphasizes the need for real-time enforcement at the runtime and kernel level. Tim Ebbers explains how organizations must discover, observe, enforce, and govern AI behavior to close the gap between detection and response where damage occurs.
Built for AI agentsACO · 4955 tokens
Summary
The AI Control Loop discusses why detection alone is insufficient for AI-driven systems and emphasizes the need for real-time enforcement at the runtime and kernel level. Tim Ebbers explains how organizations must discover, observe, enforce, and govern AI behavior to close the gap between detection and response where damage occurs.
Tags
ai-control-loop · runtime-enforcement · ai-security · detection-response · kernel-level-controls · ai-governance
Key entities
Tim Ebbers (person, 0.99) · Wallarm (organization, 0.99) · AI Control Platform (technology, 0.95) · kernel-level enforcement (concept, 0.92) · AI control loop (concept, 0.98) · Code Story podcast (event, 0.97)
Classification
transcript · language en · status final
Provenance
claude-haiku-4-5 via @stacklist/be@0.1.0, confidence 0.85, 24 Jul 2026