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AI Literacy Salon: Why Machines Can't Be Smart (Signal and Sign)

“​Intelligence requires meaning. Language models, like ChatGPT, Claude, and Gemini, have no meaning, only math. That distinction is the most important thing nobody is talking about.

AI Literacy is a space to consider where AI meets human processes, and to decipher how these tools can shape our attention, our communication, and the ways we work with computers and each other.

​Most conversations about AI focus on what it can do. This one asks something different: what does it mean to understand it?

​Salon #2: Signal and Sign

​Can a calculator understand poetry?

​In a famous experiment, researchers found a single neuron in a patient's brain that fired for Jennifer Aniston — her photo, her name, even a cartoon sketch. One cell, one concept. That's how human cognition organizes meaning: sharp, symbolic, compressed.

​Large language models do something else. They process language as statistics; probabilities and distances between tokens. The output can sound like understanding, but no concept is held anywhere inside. The fluency is real. The comprehension isn't.

​A language model has no Jennifer Aniston neuron. It has no neurons at all, just weights. There is no "there" there.

​This salon sits in that gap. As AI gets embedded in how we write, summarize, and decide, the difference between meaning and pattern-matching is shaping real judgment calls. We'll explore what that means for how we communicate and think, and for the literacies we need to stay intentional.

​In this space, we invite curiosity over conclusions. Come ready to think, question, and engage.”

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May 13

Open Decks w/ Steen and Moledro

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May 14

The Future of Truth: How AI Reshapes Reality by Steven Rosenbaum