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What we now call AI has gone through a series of paradigm shifts, and there appears to be no end in sight. Ashlee Vance shares an anecdote that suggests that AI might itself be an agent (perhaps the agent) of a broader paradigm shift (or shifts)…

AI madness is upon many of us, and it can take different forms. In August 2024, for example, I stumbled upon a post from a 20-year-old who had built a nuclear fusor [see here] in his home with a bunch of mail-ordered parts. More to the point, he’d done this while under the tutelage of Anthropic’s Claude AI service…

… The guy who built the fusor in question, Hudhayfa Nazoordeen, better known as HudZah on the internet, was a math student on his summer break from the University of Waterloo. I reached out and asked to see his experiment in person partly because it seemed weird and interesting and partly because it seemed to say something about AI technology and how some people are going to be in for a very uncomfortable time in short order.

A couple days after the fusor posts hit X, I showed up at Nazoordeen’s front door, a typical Victorian in San Francisco’s Lower Haight neighborhood. Nazoordeen, a tall, skinny dude with lots of energy and the gesticulations to match, had been crashing there for the summer with a bunch of his university friends as they tried to soak in the start-up and AI lifestyle. Decades ago, these same kids might have yearned to catch Jerry Garcia and The Dead playing their first gigs or to happen upon an Acid Test. This Waterloo set, though, had a different agenda. They were turned on and LLMed up.

Like many of the Victorian-style homes in the city, this one had a long hallway that stretched from the front door to the kitchen with bedrooms jutting off on both sides. The wooden flooring had been blackened in the center from years of foot traffic, but that was not the first thing anyone would notice. Instead, they’d see the mass of electrical cables that were 10-, 25- and sometimes 50-feet long and coming out of each room and leading to somewhere else in the house.

One of the cables powered a series of mind-reading experiments. Someone in the house, Nazoordeen said, had built his own electroencephalogram (EEG) device for measuring brain activity and had been testing it out on houseguests for weeks. Most of the cables, though, were there to feed GPU clusters, the computing systems filled with graphics chips (often designed by Nvidia) that have powered the recent AI boom. You’d follow a cable from one room to another and end up in front of a black box on the floor. All across San Francisco, I imagined, twenty-somethings were gathered around similar GPU altars to try out their ideas…

Vance tells HudZah’s story, recounts the building of his fusor, explains Claude’s (sometimes reluctant) role, and raises the all-too-legitimate safety questions the experiment raises… though in fairness, one might note that the web is rife with instuctions for building a fusor, e.g., here, here, and here, some of which encuraged HudZah.

But in the end, the takeaway for Vance was not the product, but the process…

I must admit, though, that the thing that scared me most about HudZah was that he seemed to be living in a different technological universe than I was. If the previous generation were digital natives, HudZah was an AI native.

HudZah enjoys reading the old-fashioned way, but he now finds that he gets more out of the experience by reading alongside an AI. He puts PDFs of books into Claude or ChatGPT and then queries the books as he moves through the text. He uses Granola to listen in on meetings so that he can query an AI after the chats as well. His friend built Globe Explorer, which can instantly break down, say, the history of rockets, as if you had a professional researcher at your disposal. And, of course, HudZah has all manner of AI tools for coding and interacting with his computer via voice.

It’s not that I don’t use these things. I do. It’s more that I was watching HudZah navigate his laptop with an AI fluency that felt alarming to me. He was using his computer in a much, much different way than I’d seen someone use their computer before, and it made me feel old and alarmed by the number of new tools at our disposal and how HudZah intuitively knew how to tame them.

It also excited me. Just spending a couple of hours with HudZah left me convinced that we’re on the verge of someone, somewhere creating a new type of computer with AI built into its core. I believe that laptops and PCs will give way to a more novel device rather soon.

I’m not sure that people know what’s coming for them. You’re either with the AIs now and really learning how to use them or you’re getting left behind in a profound way. Obviously, these situations follow every major technology transition, but I’m a very tech-forward person, and there were things HudZah could accomplish on his machine that gave off alien vibes to me. So, er, like, good luck if you’re not paying attention to this stuff.

After doing his AI and fusor show for me, HudZah gave me a tour of the house. Most of his roommates had already bailed out and returned to Canada. He was left to clean up the mess, which included piles of beer cans and bottles of booze in the backyard from a last hurrah.

The AI housemates had also left some gold panning equipment in a bathtub. At some point during the summer, they had decided to grab “a shit ton of sand from a nearby creek” and work it over in their communal bathroom for fun.

I’m honestly not sure what the takeaway there was exactly other than that something profound happened to the Bay Area brain in 1849, and it’s still doing its thing…

Goodbye, Digital Natives; hello, AI Natives: “A Young Man Used AI to Build A Nuclear Fusor and Now I Must Weep,” from @ashleevance. Eminently worth reading in full.

And for a look at one attempt to understand what may be the emerging new pardigm(s) of which AI may be a motive part, see Benjamin Bratton‘s explantion of the work he and his collegues are doing at a new institute at UCSD: “Antikythera.” See his recent Long Now Foundation talk on this same subject here.

On the other hand: “The Future Is Too Easy” (gift article) by David Roth in the always-illuminating Defector.

(Image above: source)

* Thomas Kuhn

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As we ponder progress, we might spare a thought for Johannes Gutenberg; he died on this date in 1416. A craftsman and inventor, he invented the movable-type printing press. (Though movable type was already in use in East Asia, Gutenberg’s invention of the printing press enabled a much faster rate of printing.)

The printing press spread across the world and led to an information revolution and the unprecedented mass-spread of literature throughout Europe. It was a profound enabler of the arts and the sciences of the Renaissance, of the Reformation (and Counter-Reformation), and of humanist movements… which is to say that it contributed to a series of pardigm shifts.

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