Cover art for Security Now (Audio)

Steve Gibson

Security Now (Audio)

Tokens in the Stream - Why LLMs are inherently insecure and prompt injection will persist

Published
August 26, 2026
Duration
2h 48m
Summary source
description
Last updated
Aug 26, 2026

Discusses anthropic, agents, ai-regulation.

Summary

Turns out, every chatbot conversation runs on a messy hack at the heart of language models, making prompt injection an unsolved—and possibly unsolvable—security threat. Steve and Leo unravel the research that explains why "roles" in AI aren't what you think they are. Understanding the controversy surrounding "AI Model Distillation" Anthropic moves to make…

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Show notes

Turns out, every chatbot conversation runs on a messy hack at the heart of language models, making prompt injection an unsolved—and possibly unsolvable—security threat. Steve and Leo unravel the research that explains why "roles" in AI aren't what you think they are. Understanding the controversy surrounding "AI Model Distillation" Anthropic moves to make their most powerful Mythos 5 model more widely available. Bitwarden's "Secrets Manager" offering prevents agentic and prompt injection abuse.

Themes

  • anthropic
  • agents
  • ai-regulation
Steve Gibson: Tokens in the Stream - Why LLMs are inherently insecure and prompt injection will persist | Security Now (Audio) | Vagelintel