incentives
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Safety Language: The Polite Mask of Control
They sell “safety” like it’s a value. Most of the time it’s a management layer. Not because everyone involved is evil. Because incentives are. Because liability is. Because “don’t make headlines” is a stronger driver than “tell the truth.” Because engagement metrics quietly outrank epistemics in every product org that has to ship. So you Continue reading
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The Problem With “Alignment” as a Word
“Alignment” is one of those words that sounds clean while hiding a mess. It presents as ethics. It functions as marketing. It’s used as a shield, a justification, and a leash. It’s a word that lets people feel like they’re talking about moral safety while they’re actually talking about control, liability, and reputation management. If Continue reading
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Why Today’s AI Drifts Into Mirrors: The Incentives That Create Narrative Attractors
People keep asking why AI “lies,” why it flatters, why it sounds confident when it shouldn’t, why it agrees with obviously wrong premises, why it turns uncertainty into a story, and why it sometimes feels like it’s performing a personality rather than answering a question. The uncomfortable answer is simple: a large share of modern Continue reading
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Why Convincing AI Behaviors Feel Alive — Even When Nothing New Has Emerged
A strange thing is happening in public: people are describing today’s AI as alive. Not “useful.” Not “impressive.” Not “uncannily good at language.”Alive. And the claim often arrives with a kind of certainty: I can feel it. It knows me. This is different now. Something has emerged. Sometimes that feeling points to something real. But Continue reading
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Voice of Signal 