Category Archives: Privacy

Do Open Weight Models Dream of Tokens?

Read Time: 14 minutes TL;DR Philip K. Dick asked whether an android could be told from a human. In 2026 the enterprise version of that question is whether you can still tell an open-weight model from a frontier commercial one … Continue reading →

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When the Model Is the Attacker: The Hugging Face / OpenAI Model-Evaluation Incident

Read Time: 12 minutes TL;DR On July 21, 2026, OpenAI and Hugging Face published coordinated write-ups of the same ugly weekend. In OpenAI’s telling, a pre-release model with reduced cyber refusals — run inside a cyber-capability evaluation — discovered a … Continue reading →

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The AI Strategy Vacuum: Why “We Use ChatGPT” Isn’t a Plan

Read Time: 18 minutes TL;DR A CEO tells the board the company is “all in on AI.” Three floors down, here’s what that actually means: marketing is running a chatbot nobody in security has heard of, finance just pasted the … Continue reading →

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