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Reframing Our Relationship with Language Models
Candia Nelson Candia Nelson

Reframing Our Relationship with Language Models

The core utility of an LLM lies in its ability to generate language quickly and in context. It excels at tasks like drafting outlines, rephrasing sentences, or proposing different ways to frame a question. But the output should always be seen as a first step—never the final word.

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The Misinformation Mirror: How AI Amplifies What We Already Believe
Candia Nelson Candia Nelson

The Misinformation Mirror: How AI Amplifies What We Already Believe

We see a similar pattern outside of science. In education, hiring, healthcare, and media. Algorithms are constantly trained to reward engagement, not accuracy. They learn which ideas get clicks, which phrases get shared, which language feels persuasive. Over time, those patterns become predictive rules.

That is how bias becomes baseline.

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