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Code Story

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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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The AI Control Loop: When AI Goes Rogue

The AI Control Loop episode examines what rogue AI means in practice, where risks materialize, and how organizations can move from detection to control of unintended AI behavior. The discussion covers how legitimate AI systems can drift outside intended boundaries, the role of shadow LLMs and unsanctioned agents, and the importance of real-time oversight across interconnected systems.

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Summary

The AI Control Loop episode examines what rogue AI means in practice, where risks materialize, and how organizations can move from detection to control of unintended AI behavior. The discussion covers how legitimate AI systems can drift outside intended boundaries, the role of shadow LLMs and unsanctioned agents, and the importance of real-time oversight across interconnected systems.

Tags

ai-governance · rogue-ai · security · api-protection · enterprise-ai · risk-management · shadow-llm

Key entities

Craig Thomas (person, 0.95) · Wallarm (organization, 0.95) · Code Story (organization, 0.9) · rogue-ai (concept, 0.95) · ai-drift (concept, 0.9) · shadow-llm (concept, 0.9) · API (technology, 0.95) · AWS (technology, 0.85) · ai-governance (concept, 0.95)

Classification

transcript · language en · status final

Provenance

claude-haiku-4-5 via @stacklist/be@0.1.0, confidence 0.85, 24 Jul 2026