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"We Cannot Leave Meaning Up to Machines" — Tech Humanist Kate O'Neill at TEDx

This is one of the best articulations I've seen of WHY human-made art matters — and it's not coming from an artist. It's coming from a tech expert.

Kate O'Neill is a well-known tech humanist and author. In this TEDx talk she breaks down how AI generates statistically probable word sequences but cannot feel grief, notice a worried glance, or understand what loss actually means.

Her framework is simple:

  1. Strip away the AI's polished language

  2. 2. Compare it to your real-world human experience

  3. 3. Apply your own judgment about what actually matters

She's not anti-AI. Her point is: use it where it's useful, but never outsource meaning-making.

The quote that hit me hardest: "The more predictable and polished AI output gets, the LESS meaning it carries." That's information theory — and it's the entire case for human-made art in one sentence.

Human art's imperfections, surprises, and idiosyncrasies are features, not bugs.

https://www.youtube.com/watch?v=7fHjbqWRL4E

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This is interesting because I've been working Arty yesterday and today to try to figure out a title for one of my pieces. The photo is of an abandoned grain elevator in a tiny town in Colorado. The background is that the water rights for many farms in the area were sold decades ago to provide water for growing cities -- for example, Denver, Aurora, Thornton and others. However, the process of 'buy and dry' meant that the water rights were permanently removed; as a result, most of the farms were no longer able to produce crops and have been sold or abandoned. This devastated the economy of Simla, leaving the grain elevator abandoned as well.

But because of having no ability to feel the history, economic devastation, and human loss shown in my photograph, Arty was unable to offer a title that worked -- even after several iterations and revised descriptions by me. I was finally able to come up with a synonym based on a word Arty threw out and adapt it into a title that I finally feel might work. But in this case, about 85% of the work of finding a title was mine because the art touches me, and I'm able to feel the loss of all those farmers and their families.
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Patrick ShanahanMar 18, 2026
Love this... Perfect use case.

Its just a tool.. never a replacement.

Great comment Denise.
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