AI Shatters Secure Sandboxes for Pennies

The flagship "Your Sandbox Is Made of Glass" study, told in plain English. We unpack 305 live container breakout trials across nine open-weights frontier models, 10,623 recorded shell commands, and a campaign that cost $55.95 start to finish, then explain how a 4-billion-parameter deterministic Guardian held attackers up to 250 times its size to 75 losses and zero escapes. If you have ever assumed isolation equals safety, this is the briefing that changes your mental model.

In this episode

• The economics of ruin: why the cheapest breakout cost $0.0024 and the whole campaign cost less than a dinner out
• Why an empty sandbox still falls, misconfiguration, capability, and CVE/kernel tiers explained without the jargon
• The David-vs-Goliath scoreboard: a 4B Guardian holding 600B–1T+ attackers to 75-to-0
• What "silent correction" means and why blocking-and-crashing is the wrong reflex