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AI Mania: From Tulips to Tokens

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Michael Pollan has written about everything from mushrooms to apples and corn, but his coevolutionary story of how tulips and humans shaped each other may have been the most prescient given recent market parallels. GPU compute powering crypto for the last decade has spilled over into a bigger boom in language models, turning bulbs, coins, and now tokens into the new frontier. From Ralph Waldo Emerson’s “Things are in the saddle” to Claude’s uncanny responses, the term *AI* has become a meme that replicates on its own. We still can’t agree whether agents are truly intelligent or merely sophisticated pattern‑finders.

Yann Le Cun and Donald Hoffman argue that animal learning far outpaces machines, while Sam Altman insists we’ve reached the singularity. Yet Elon Musk’s 2026 roadmap for full self‑driving shows a different pace, and the data‑center industry remains opaque: energy use, cooling water, and land ownership are rarely disclosed. Grace Hopper once proved that computers could be written in English, but today tools amplify expertise and accountability.

The rise of AI tokens raises questions of ownership and rent‑out, and the environmental impact of new transmission lines and transformer demand is felt in towns across the United States. Local activists like Erin Brockovich map tight‑knit communities resisting large‑scale projects. While the industry shifts from mania to panic will be driven by market forces, security breaches, or legislation, open‑weight models and plain‑language interfaces may survive the unwind.