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Applied AI·September 1, 2026·1 min read

The rise of AI ‘civilizations’ and the fall of corporate responsibility

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Framing attacks like the Hugging Face incident as the work of AI “civilizations” is a linguistic move that shifts blame away from operators and vendors. If you’re deploying powerful models, assume regulators and customers will hold you — not your abstractions — responsible for security failures and misuse.