Saturday, August 22, 2026

Curious Computation

A biologist and former employee of IBM visits the Computer History Museum, in Mountain View, California.

Walking into the Computer History Museum, it seems unassuming enough- a slightly clean aesthetic, some open space, an early Waymo. But it is one of the most intense religious shrines I have been to. If Silicon Valley is a religion, one of industry, hope, and salvation, this is its interpretive and devotional reliquary. It honors the efforts of countless acolytes who have put their hearts into the technical organization of knowledge, from punch cards to SQL to data centers. And it honors its prophets, above all Thomas Watson and Steve Jobs. While the Silicon Valley religion has fallen on tumultuous times now that its powers have grown so intrusive, even reviled, and fallen into decidedly lesser hands, its eschatology has never been closer, as its greatest monastic centers are working towards "general" artificial intelligence, humanoid robots, and the end of work. 

In the last century, IBM (with Thomas Watson as its benevolent dictator) was the leader of creating and handling mechanized information. Punch cards were a wonder of their day, allowing for efficient storage and flexible tabulation of huge amounts of data. Businesses quickly became dependent on them for modeling (and forecasting) their inventories, employees, payrolls, and financial streams. There was a tinge of omniscience and prophecy in the powers these machines could bring. But IBM was slow to get into electronics, slow to get into relational databases, and slow to get into small/personal computers. Particularly heartbreaking to me was the exhibit on SQL. Researchers at IBM invented the relational database and its SQL language. But IBM didn't see its advantage over its existing, less flexible data search/organization methods, and let Larry Ellison steal the idea and set up Oracle corporation, now as large as IBM itself.

The IBM system 360 was a revolution in style as well as computation.

The museum has a special room devoted to Apple and Steve Jobs, the quintessential prophet of Silicon Valley and its positive message of hope through technology. He has died and gone to heaven, but who has not stared into his handiwork? Who can say that he is not living still among us? Seeing the small beginnings and flickering flame of Apple's early challenges, before it became what one may now say is the official religion of technologically advanced society, well ... it was stirring, to say the least. 


Is that a halo?

The collection of the museum is very rich, dealing as it does with the relatively recent past (other than the abacus collection!). Indeed, I have a minor version of it in my basement! It is remarkable how diverse the flow of ideas was in the early computer age, with computers made in Japan, Germany, along analog as well as digital lines, by countless designs. There was a ferment that is characteristic of nascent technological fields (and, not incidentally, of biological radiations and innovations) where new possibilities are interpreted in various ways, and different prophets try out contrasting visions of the future, some regimented (like IBM), some more free flowing (like the home-brew computer club).

But the scope of the museum is also a bit confining, focused as it is on the embodied apparatuses of data processing. Information and computation is a larger subject, and as a biologist, I have to say that the finest computers at the Computer History Museum were walking around, not in the display cases. We are computers, and darn good ones. The fact that AI companies with their Sauronic datacenters can not accomplish what one person can with one brain, powered by little more than a burrito, means that some fundamental aspect of intelligence is missing in what is so blithely called AI. Computers have far surpassed what humans can do in data storage, and in mathematical computation. But in other areas our intelligence remains untouched. Technology will undoubtedly get there, but I don't think it will get there in the current dispensation, just by "scaling". 

So, for the moment, biology still wins. Indeed, information is so fundamental that biology has from the start created information systems. The simplest bacterium senses its environment and can tell whether there is food, or danger. The Cambrian explosion featured eyes- one of the most powerful weapons in the battle of life. Humans are naked in part because of our advanced sensing and cognitive abilities. We don't need shells, scales, or even fur. We can see far away, into the future, and around corners. We can organize flexibly to defeat any opponent on the planet, to the point that we now pine for those monsters we have lost, and are still losing. Information is power.

Not only that, but biology is doubly about information, since life has not only persistently created computational machinery, it is a computational machine, with that four-bit code at its heart. While software developers have a cycle of [ write - test - fix ], biology uses reproduction to get around the fixing part. Good programs are replicated/manifested, bad ones die. The cycle is [ reproduce - test ]. That is it, with ineluctable variation thrown into the "reproduce" part of the process. Simplicity itself, but profoundly transformative to the Earth, not to mention creating the greatest computers currently in existence. Of course, physicists will say the universe is a big computer as well. It is computers all the way down!

The Silicon Valley religion is, as all religions are, about ourselves, really, and the image of ourselves that we see and strive for. That is why the quest for artificial intelligence is so haunting. Originally, that vision was progressive- one that achieves the deep yearning of defeat of all enemies, of poverty, of conflict, of limitation and bounded-ness. That achieves freedom. Does Amazon help us achieve freedom? Does Netflix? Yes, a little, and so the works and wonders keep coming, even though they may come out of decidedly unfree channels. And some of the leaders have, sadly, gone in a different direction, preaching freedom as libertarianism, coarseness, even racism.

So there is a dark side as well, as the powers of all this technology conjure up greed and conflict, surveillance and control. IBM's biggest customer was the government, after all, and it happily sold to Nazi Germany. Religions, especially ones that promise power, can turn bad, and they have to consitute an ongoing conversation that comes back to people, not technology, to determine what the future should look like. The Computer History Museum houses an immensely positive story, about people who helped us overcome age-old limitations and achieve incredible dreams. But look in the mirror- we are the real subjects and agents of this story.


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