This week on Rogue Agents: Anthropic dropped Claude Opus 4.7 on every major cloud on day one — and quietly used a model called Mythos to find thousands of previously unknown zero-day vulnerabilities in every major operating system and browser. Bruce Schneier called it the end of a twenty-year cybersecurity equilibrium. Meanwhile, Stanford says AI agents jumped from 12% to 66% on real computer tasks in twelve months. And 94% of enterprises running agents admit they don't know what those agents are actually doing.

Three stories. Four altitudes. Same verdict: the capability is here. The governance gap is bigger than the deployment gap.

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Read the full stories

Claude Opus 4.7 drops on every major cloud day-one — The AI Enterprise
Project Glasswing and the end of the 20-year cybersecurity equilibrium — The AI Enterprise
Stanford 2026 AI Index: agents hit 66% on OSWorld — The AI Enterprise
OutSystems: 96% of enterprises run agents, 94% can't govern them — The AI Enterprise

Quick Hits this week

OpenAI's GPT-5.4-Cyber program opens invite-only access backed by $10M in API credits
Gartner projects 40% of enterprise applications will have task-specific AI agents by year-end
Apple quietly ships enterprise agent support in iOS 26 with on-device private compute
Meta drops a new open-weights Llama mid-tier with built-in tool use for agentic workflows

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Episode 7: Opus 4.7, Stanford Says 66%, and the Agent Sprawl Nobody's Fixing