Singularly Silly Singularity
Kevin Drum picks at Kurzweil—a very good thing, I think—and expresses bafflement at this graph (another version is here, but it's no better):

You see, Kurzweil is predicting that the accelerating pace of technological development is going to lead to a revolutionary event called the Singularity in our lifetimes. Drum has extended his graph (the pink areas) to show that, if it were correct, these changes ought to be occurring at a still faster rate now…something we aren't seeing. There's something wrong in this.
I peered at that graph myself, and the flaws go even deeper. It's bogus through and through.
Kurzweil cheats. The most obvious flaw is the way he lumps multiple events together as one to keep the distribution linear. For example, one "event" is "Genus Homo, Homo erectus, specialized stone tools", and another is "Printing, experimental method" and "Writing, wheel". If those were treated as separate events, they would have inserted major downward deflections in his chart a million years ago, and about 500 to a few thousand years ago.
The biology is fudged, too. Other "events" are "Class Mammalia", "Superfamily Hominoidea", "Family Hominidae", the species "Homo sapiens", and the subspecies "Homo sapiens sapiens". Think about it. If the formation of a species, let alone a subspecies, is a major event about a million years ago, why isn't each species back to the Cambrian awarded equivalent significance? Because it wouldn't fit his line, of course. As he goes back farther in time, he's using larger and larger artificial taxonomic distinctions to inflate the time between taxa.
It's also simplifying the complex. "Spoken language" is treated as a discrete event, one little dot with a specific point of origin, as if it just poofed into existence. However, it was almost certainly a long-drawn-out, gradual process stretched out over hundreds of thousands of years. Primates communicate with vocalizations; why not smear that "spoken language" point into a fuzzy blur stretching back another million years or so?
Here's another problem: cows. If you're going to use basic biology as milestones in the countdown to singularity, we can find similar taxonomic divisions in the cow lineage, so they were tracking along with us primates all through the first few billion years of this chart. Were they on course to the Singularity? Are they still? If not, why has the cow curve flattened out, and doesn't that suggest that the continued linearity of the human curve is not an ineluctable trend? This objection also applies to every single species on the planet—ants, monkeys, and banana plants all exhibit a "trend" if you look backwards on it (a phenomenon Gould called "retrospective coronation"), and you can even pretend it is an accelerating trend if you gin it up by using larger and larger taxonomic divisions the farther back you go.
Even the technologies are selectively presented. Don't the Oldowan, Acheulian, and Mousterian stone tool technologies represent major advances? Why isn't the Levallois flake in the chart as a major event, comparable to agriculture or the Industrial Revolution? Copper and iron smelting? How about hygiene or vaccination?
I'll tell you why. Because not only is the chart an artificial and perhaps even conscious attempt to fit the data to a predetermined conclusion, but what it actually represents is the proximity of the familiar. We are much more aware of innovations in our current time and environment, and the farther back we look, the blurrier the distinctions get. We may think it's a grand step forward to have these fancy cell phones that don't tie you to a cord coming from the wall, but there was also a time when people thought it was radical to be using this new bow & arrow thingie, instead of the good ol' atlatl. We just lump that prior event into a "flinging pointy things" category and don't think much of it. When Kurzweil reifies biases that way, he gets garbage, like this graph, out.
Now I do think that human culture has allowed and encouraged greater rates of change than are possible without active, intelligent engagement—but this techno-mystical crap is just kookery, plain and simple, and the rationale is disgracefully bad. One thing I will say for Kurzweil, though, is that he seems to be a first-rate bullshit artist.
I don't think he'll be sending me a copy of his book to review.


Nice takedown. This stuff has always irked me but I've never been able to really pin down why.
And a more basic problem is that true AI has been "just a few years off" ever since the computer was invented. And hell we still can't even write good speech recognition software.
Computers, as we currently build them, just aren't very good at doing biological-brain-like things. That's not to say that they never will be, but thinking that raw processing speed is the only thing between us and fleets of C-3POs seems to ignore a lot of what the history of AI has already taught us.