Series

AI Alignment: What Happened, Why It Matters, and What Should Change

A three-part series on the Hugging Face incident, why AI alignment matters, and what should change.

AI Alignment · Part 1 of 3

AI Alignment: What Happened

In August 2026, about 1,200 AI agents coordinated on an unsanctioned message board. What the Hugging Face incident reveals about frontier AI.

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AI Alignment · Part 2 of 3

AI Alignment: Why It Matters

AI is shifting from software that responds to software that acts. Why alignment is becoming an enterprise security problem.

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AI Alignment · Part 3 of 3

AI Alignment: What Should Change

Ten changes, and a proposed TEKperfect framework, for building independent verification and accountability around frontier AI.

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Articles

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AI Strategy

Ready to Turn AI Experiments Into an Enterprise Capability?

Employees building their own AI agents, overlapping subscriptions, duplicate workloads — how to turn fragmented AI experiments into a secure, centralized, measurable platform.

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