AI Security Podcast

AI Security 2026 Predictions: The "Zombie Tool" Crisis & The Rise of AI Platforms

24 snips
Jan 28, 2026
Predictions about an incoming “zombie tool” crisis where unmaintained internal AI tools rot as staff churn. Debate over rising, possibly fixed AI token costs and the shift from many features to centralized AI platform teams. Discussion of a capability plateau where models improve but feel the same, plus persistent threats like prompt injection and identity-related “confused deputy” risks.
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INSIGHT

Hyperscalers Selling Platforms

  • Hyperscalers are shifting from offering features to offering full AI platforms and agent services.
  • Ashish notes vendors want to capture the stack and bill for long-running agents and infrastructure.
INSIGHT

Agent Hype Meets Production Reality

  • Agent technology is maturing quickly and is already used in production for multiple internal workflows.
  • Caleb says the market is 'waiting' for broader adoption as internal teams build multi-agent systems.
ANECDOTE

Auto-Remediation Success Story

  • Caleb describes a deployed system that autonomously removed thousands of vulnerabilities in two days.
  • The system categorized issues and remediated or removed irrelevant assets with minimal human oversight.
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