Category Archives: Big Data

Artificial Intelligence: Building the Perfect Precog


Philip K. Dick’s dystopian short story from 1956, “The Minority Report”, presented a future police state where a collection of mutants with parapsychic abilities anticipate violent crime before it happens. Subsequently, most violent crime was eliminated, but thousands of citizens who technically hadn’t committed a single crime filled detention camps. The central speculative conceit of the story was the idea that mutants with precognitive abilities could foresee the future. Given the near absence of violent crime, their forecasts were presumed correct and the Precrime unit was accorded legitimacy by the public. Needless to say, we have yet to identify people, with or without mutations, who possess such abilities. Regardless, Dick’s vision was prescient all the same. The central idea he was exploring was the human capacity to exercise free will. If Precogs could predict violent behavior, then that suggested that human behavior was deterministic and Precogs possessed the ability to anticipate these actions.

The fact that humans possess free will has frustrated bureaucrats and central planners for ages. Despite all their best efforts to make it so, humans never behave in completely predictable ways. However, it appears as though the Silicon Valley technorati are determined to design a world which simultaneously removes human agency and lends itself towards the micromanagement of human behavior. If humans can effectively be “programmed” to behave in predictable ways, then the task of designing AI algorithms which anticipate human behavior becomes much easier. In short, artificial intelligence is starting to look like an attempt to build the perfect algorithmic Precog. More specifically, it’s starting to feel like the technorati are trying to become God by manufacturing an omniscient digital substitute.

The most explicit manifestation of the police state foretold by PKD is the facial recognition software which supposedly can detect your sexual orientation, IQ, political views and your disposition towards “criminal behavior”.  What could possibly go wrong with that?

Using photos, AI will be able to identify people’s political views, whether they have high IQs, whether they are predisposed to criminal behavior, whether they have specific personality traits and many other private, personal details that could carry huge social consequences, he said.

Not only is the AI project taking on the aura of a PKD-style cyberpunk police state, it’s also starting to resemble a Logan’s Run-style dystopia. In other words, lull the unwashed masses into submission with automated comfort and convenience and you remove the opportunity for individuals to exercise agency. Automobiles, for example. People are too stupid to be trusted with driving, so let the AI take over. It’ll be fine.

And we will have no choice but to get in and hope for the best – because vehicle automation will not be a matter of choice. Stevie Wonder can see what’s coming. Automated car technology will be mandated; the SELF DRIVE Act being the preparatory groundwork. It standardizes things at the federal level; gives the federal regulatory apparat the power to nudge.

All of this begs some deep questions of where the AI project is heading and whether it’s benign or malevolent.

How much control of our lives do we want to give over to machines – and to the corporations that build and operate them?

How much control do we want to give over to machines and the corporations that build them now that the ideological biases and political allegiances of the Overlords of Silicon Valley are well known?

I am everything the religious right despises: a scientist, an atheist, a leftist (by American standards, at least), a university professor and a Frenchman. – Yann LeCun

Furthermore, to what degree are we destroying the physical work ethic by automating so much low skill labor? To what degree are we sacrificing variety and the vitality of individual innovation in favor of mass produced plenitude? Surely, there are many successes to applaud, but given the influx of an immigrant population which tilts heavily towards the low skill end of the employment spectrum, how many will have the proclivity or intelligence for high tech training? The same question applies to unemployed and underemployed working-class Americans.

Last month’s White House economic report predicted that if a job pays less than $20 an hour, there’s an 83 percent chance it will eventually be eliminated by automation.


Elon Musk along with several other technocrats and thinkers have gone public with their reservations over the AI project. But True Believers like Ray Kurzweil would have you believe we’re headed to techno-utopia.


When you’ve got powerful and influential industrialists and intellectuals offering such vocal opposition to the AI project, how might you help accelerate the willing acceptance of technocratic rule? By creating a religion with an AI godhead, that’s how.

Enter AI mogul and True Believer, Anthony Levandowski. Way of the Future is what he has branded this cybernetic theocracy, and at present, little is known about it. It’s already receiving a fanfare in the progressive media, so that should be an indication of the ultimate trajectory of the AI project. To quote Jung, wherever the spirit of God is extruded from our human calculations, an unconscious substitute takes its place. There is arguably nothing that ideologues crave more than unquestioned allegiance, and if one aspires towards such an end, you are going to do it by exploiting the human psyche’s capacity for faith. I think the technorati are keenly aware of this and want to pave the path while it’s still relatively early in the game.

The entire artificial intelligence debate is as old as Frankenstein. I suspect that few of us really thought that cyberpunk future would be a reality quite this quickly, but it’s here and the debate over its ramifications will intensify. Films like the Ghost in the Shell remake are starting to feel less like distant future speculations and more like statements of intent. Technology has given us a wealth of marvels, but the pursuit of the One Algorithm to Rule Them All seems more like the height of hubris and megalomania.

And researchers still have a long way to go in achieving anything that resembles human intelligence or consciousness.

There’s a certain cold blooded cynicism at the core of the AI project that strikes me as Benthamite calculus taken to its absurd and inhuman conclusion. It glorifies the notion that humanity itself can be reduced to an algorithm. It consigns our individuality to bytes of data to be managed by a cadre of unaccountable elites. While I enjoy the convenience and connectivity the information age has ushered in, I’m more than a little skeptical over what the AI project portends for the future of humanity.





Dataist Reformation Revisited: Technocratic Tyranny or Digital Deliverance?

A little over a year ago, I wrote a piece in response to David Runciman’s review of Yuval Noah Harari’s book Homo Deus. In it, I argued that Runciman was manufacturing paranoia about the so-called “dataists” of Silicon Valley in order to advance the standard progressive narrative that is The Guardian’s raison d’être. Though I stand behind the piece, I also think Runciman and Harari were making a larger point that I glossed over in order to draw more attention to what I believed to be the underlying ideological agenda. Not only has Runciman presented a standard albeit wonky piece of progressive propaganda, he’s also very explicit about the contempt he and his Silicon Valley cohorts hold towards the broader population. Given all that has come to light from the Silicon Valley technorati in the year since the piece was written, the cynical and dehumanized terms in which Runciman describes all of us lowly proles couldn’t be a more transparent view into the malevolent machinations and mindset of these contemptible elites.

The steady media drumbeat of hysteria about the alleged advent of fascism which began before the election has only escalated since Trump took the oath of office. As much as progressives are fond of attributing fascism to conservative ideology, nationalism and the perceived proximity of these phenomena to any kind of white identitarian movement, what they omit is that fascist regimes were socialist at the core. Their success hinged on the regime’s ability to manufacture a uniform consensus which fused the individual with the State. The Left presently dominate every institution which contributes to the formation of ideology. This includes the entire spectrum of educational institutions, the media, the Hollywood entertainment complex, and most importantly, Silicon Valley. Since we now live in a world increasingly driven by social media enabled internet connectivity, the Silicon Valley chokehold on the flow of information and the ways they are intentionally trying to engineer an ideological consensus cannot be ignored. Take, for example, this gem from Runciman’s piece.

Google – the search engine, not the company – doesn’t have beliefs and desires of its own. It doesn’t care what we search for and it won’t feel hurt by our behaviour.

Anyone who isn’t confining themselves to the Google-enabled information Matrix will find this laughably false. Google’s search engine is a product made by a company with a very clear and rigidly enforced beliefs and desires. But don’t take my word for it. Listen to Eric Schmidt himself.

We should be able to give you the right answer just once.

We don’t need to look very hard to discover the myriad ways that Google have gone to great lengths to ensure that you arrive at the “right answer”. Accompanied by her coterie of deep state denizens and media sycophants, Hillary Clinton and the entire Democratic establishment have been engaged in a nonstop collective autistic howl over Russia’s alleged meddling in the 2016 election. However, they remain conveniently silent on the invisible thumb Google placed on the information scale on her behalf when it came to gaming search and autocomplete algorithms.

And then there’s the scourge of so-called “fake news”. Tainted news sources from Macedonian mercenaries and other malignant Russian malefactors allegedly infiltrated social media sites and brainwashed the easily duped sheeple with misinformation. All of this meddling turned public sentiment against poor Hillary and sent the progressive aristocracy into paroxysms of apoplectic rage. Thankfully, our blessed Dataist Overlords are helping the poor, defenseless proles to #RESIST these malicious “waves of information”. After all, we’re apparently little more than an accumulation of information points in an organic skin bag according to Runciman.

Who will “we” be any more? Nothing more than an accumulation of information points. Twentieth-century political dystopias sought to stamp on individuals with the power of the state. That won’t be necessary in the coming century. As Harari says: “The individual will not be crushed by Big Brother; it will disintegrate from within.”

Both Runciman and Harari couldn’t be more forthright about the cynicism and contempt that they hold towards humanity. Both contend that we are “accidents” and that there’s nothing “special” about who we are. But this posture of progressive insouciance is disingenuous and masks the fact that Google and the Silicon Valley technorati are deeply concerned about controlling the range of thought and opinion that can be expressed and heard. If it’s all just a clinical and antiseptic flow of data within a vast network of human and digital nodes, why are they going so far out of their way to limit one set of opinions and privilege the other?

Clearly, Google doesn’t want certain kinds of information to be disseminated. James Damore learned that the hard way when he published the now infamous “Google Memo”.

Add this to the growing list of YouTube content creators who dare to deviate from the technocratic GoodThink, and a pretty clear set of ideological imperatives emerges.

But how could the individual “disintegrate from within” unless the engineers of the social media revolution actually know something about decoupling intelligence and consciousness? Studies are starting to be done on the effects of social media and smartphone usage on the youth, and much of it seems to confirm that the generation being raised inside the internet bubble are experiencing negative side effects. Reports of depression and anxiety increase while attention spans decrease. If the ability to think and evaluate different points of view is being hamstrung, then the business of engineering a consensus becomes an easier task.

But it doesn’t stop there. The tentacles of Silicon Valley extend from the classroom to the deepest recesses of the military and surveillance state. The Silicon Valley empire’s origins and connections to the entire apparatus of the deep state are well known at this point. The Benthamite dream of a digital panopticon has finally been achieved through the glorious allure of internet connectivity and on demand consumption.

And if all this isn’t enough to stir up Alex Jones-esque fever dreams of globalist dystopia, the advent of microchip implants ought to chill your blood. Nothing says Big Brother is Watching quite like a microchip embedded beneath your skin.

Runciman is downplaying the uniqueness of human life and consigning consciousness and volition to the digital hive mind because he wants the proles to get comfortable with their overlords. Clearly, humanity isn’t just a neutral flow of data points because the technorati wouldn’t be spending every conceivable resource on monitoring every facet of human life in order to ensure that no one gets a single unapproved thought into their heads. This is precisely why I argued that there’s nothing inherently malevolent about “waves of information”.  Information is incredibly powerful because is the medium through which ideas are transmitted. Ideas and individuals can affect civilization either positively or negatively.

Fortunately, there is a rising tide of technologists who recognize the stultifying omnipresence of Silicon Valley’s influence and are trying to formulate alternatives. Dubbed “alt tech”, this new generation of tech savvy savants are trying to deliver the promise of the information age by building social media platforms that are ideologically neutral and actually honor the principle of free speech. Even if it means building the internet from the ground up by creating new ISPs and domain registrars.

Modern society is standing at a critical juncture. We’ve reached a point in history where the values that have ushered in unprecedented levels of human freedom and prosperity have also given the puppet masters a whole new opportunity to design a set of technological marvels with which to enslave. The problem is that the chains come in very appealing packages. Information is power and ensuring that free access to the marketplace of ideas remains an urgent priority. Even if the Silicon Valley technorati have totalitarian ambitions, they have succeeded in democratizing the marketplace of ideas. The curtain has been pulled back, and they are now clamoring to maintain control of the narrative. Contrary to what David Runciman and his ilk would lead you to believe, you are not just an accumulation of data points waiting for instructions from technocratic overlords. As much as they don’t want it to be true, the individual does matter. Because if it truly didn’t, the technorati wouldn’t have to work so hard trying to control everything you see or hear on the internet.

Mr. Universe: Can’t stop the signal, Mal. Everything goes somewhere, and I go everywhere.

The Dataist Reformation is Nigh

Any good review you read, whether it’s books or films, gives you a sense of what the artist intended as well as the reviewer thinks of the content. I don’t normally write posts that comment on reviews of others, but this was brought to my attention and I think it’s worth a brief post because it’s timely and it’s another example of the way The Guardian uses a book review to advance its ideological agenda. 

In his review for the new book by Yuval Noah Harari, Homo Deus, David Runciman engages in some doom laden speculations over the humanity destroying influence of the Silicon Valley Technorati he has branded with the utterly idiotic term, “Dataists”. As usual, it’s a piece that ascribes dubious intent to those develop technology and a religious zealotry to those who allegedly seek better living through Big Data.

First off, I don’t think I’ve ever read a piece in The Guardian which praised the achievements of the market.  Predictably, Mr. Runciman doesn’t acknowledge the market as the engine of that achievement.

The evidence of our power is everywhere: we have not simply conquered nature but have also begun to defeat humanity’s own worst enemies. War is increasingly obsolete; famine is rare; disease is on the retreat around the world.

He acknowledges that humanity’s genius is most powerfully demonstrated when exercised in groups, but makes no meaningful distinction between religions, corporations or nation states. Both Harari and Runciman are presenting the individual as powerless independent of a collective and “waves of information” as some kind of sentient power to be resisted. 

Individual human beings are relatively powerless creatures, no match for lions or bears. It’s what they can do as groups that has enabled them to take over the planet. These groupings – corporations, religions, states – are now part of a vast network of interconnected information flows. Finding points of resistance, where smaller units can stand up to the waves of information washing around the globe, is becoming harder all the time.

Runciman goes on to explain that “we” are in danger of uncoupling intelligence and consciousness, and then in the very next paragraph, likens the State to an inhuman, unresponsive robot. 

Not all of this is new. The modern state, which has been around for about 400 years, is really just another data-processing machine. The philosopher Thomas Hobbes, writing in 1651, called it an “automaton” (or what we would call a robot). Its robotic quality is the source of its power and also its heartlessness: states don’t have a conscience, which is what allows them sometimes to do the most fearful things. What’s changed is that there are now processing machines that are far more efficient than states: as Harari points out, governments find it almost impossible to keep up with the pace of technological advance. It has also become much harder to sustain the belief – shared by Hobbes – that behind every state there are real flesh-and-blood human beings. The modern insistence on the autonomy of the individual goes along with a view that it should be possible to find the heart of this heartless world. Keep scratching at a faceless bureaucracy and you’ll eventually uncover a civil servant with real feelings.

He correctly asserts that the State cannot keep up with technological (market) change.  This has been the contention of free market thinkers for decades. The State is not subject to market forces. The nation state is little more than the machinery of warfare backed by a collection of bureaucrats who dictate how this fearsome power must be applied in the name of “The People.” This is precisely why it can do fearful things. It has no incentive to respond to supply, demand or to economize.  Mises argued that to destroy this capacity was to nullify humanity’s uniquely teleological contribution to the universe.

Technology companies are certainly innovating at warp speed, but the State is hastening the automation of the world through policy, too.  Every time the government mandates price controls (e.g. minimum wage) or imposes additional costs through regulation, business will seek a labor saving technological solution.

Runciman portrays this book as a sort of new Hegelianism for the Information Age. He presents this data driven technological dystopia as a historical inevitability, but tries to hedge his dire predictions by saying “the future is unknowable.” Like Hegel, ideas and individuals are absent from his analysis. The article only refers to a giant, amorphous “we”. Naturally, the belief in the individual’s power to shape his own fate is nothing more than a “leap of faith”. He posits that “Dataism” is the new religion because for progressives, the word “religion” is a dogwhistle that signals to the reader that there is mindless obedience and authoritarian rule to be resisted. After all, those who sign up for the Dataist project “will be the only ones with any real power left and it will be relatively unchallenged.” Conveniently, his analysis of what qualifies as “religion” excludes the inefficient, unresponsive, inhumane State. Because if you “keep scratching at a faceless bureaucracy and you’ll eventually uncover a civil servant with real feelings.”

True to progressive form, Harari is “insouciant” about humanity, but REALLY concerned about the fate of animals under humanity’s stewardship. Way to keep your priorities straight, guys. 

The development of AI, robotics and supercomputers is a topic that certainly warrants continued inquiry and discussion.  Perhaps this book is a meaningful step in that direction, but it comes across like another cynical, fatalistic bit of academic pomp that consigns humanity to an anonymous, technologically driven hive mind that strips away individual agency. It’s amazing that such highly educated individuals warn of the imminent uncoupling of intelligence from consciousness, but are so cavalier about the true source of humanity itself: the individual. But The Guardian wouldn’t have published this review if it wasn’t the exact ideological agenda the review was meant to serve.