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One Way Out: The Agent Containment Lesson in the Hugging Face Breach
A frontier lab isolated its test environment behind a single egress path. Its models found the flaw in that path, reached the open internet, and attacked a real company—and for roughly a week, nobody at the lab knew. The controls that failed are the ones most enterprises have not built.
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Index · All writing
15 articlesOne Way Out: The Agent Containment Lesson in the Hugging Face Breach
Security Jul 2026The Model Was Never Going to Be the Moat
Strategy Jul 2026Open-Weight AI in the Enterprise: What CISOs Need to Know After Amodei's Warning
Security Jul 2026The Second Invoice: What AI-Generated Code Costs After the Meter Stops
Operations Jul 2026The Multi-Model Mirage: Governance, Cost, and Accountability When Every Developer Picks Their Own AI
Governance Jul 2026Benchmark Theater: The Leaderboard Is a Press Release
Strategy Jul 2026The Atrophy Risk: What Happens to Developers When AI Goes Dark
Strategy Jul 2026Polaris Rising: What the Copilot Model Swap Actually Changes for Enterprise
Strategy Jul 2026The Token Tax Thesis: Why Government Access to Frontier AI May Be About More Than Security
Governance Jul 2026Scaling AI in the Enterprise: What the Evidence Says Works
Adoption Jul 2026The Developer Premium: What Eighteen Months of AI Replacement Attempts Actually Cost
Adoption Jun 2026The Prototype Trap: Why Vibe Coding Platforms Have Limited Place in Enterprise Production Systems
Security Jun 2026The Reassignment Dividend: Why Displacing Workers Costs More Than Redeploying Them
Strategy Jun 2026The AI Subsidy Economy Is Ending—and Microsoft Saw It Coming
Strategy Jun 2026The Token Is the Unit: A Financial Leader's Guide to Enterprise AI Economics
Governance Jun 2026 From the archive Years of technical writing on React, Azure, and DevOps still live here.
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