Recent notes

• AI Text Watermarking

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• Key Transparency

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• Norms

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• Specification Gaming — OpenAI x Hugging Face Incident (July 2026)

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• The Transparent Society

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• UFC / MMA Business Model

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• Competitive Rent Extraction

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• Private-Sector Hack-Back (Active Cyber Defense)

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• Blockchain C2 Infrastructure

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