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Drones. Drone is a word you see pretty often in today’s pop culture. But drones seem to be an extremely diverse species. Even flightless vehicles are occasionally referred to as drones. So what exactly is a drone?

In this video series, the Galactic Public Archives takes bite-sized looks at a variety of terms, technologies, and ideas that are likely to be prominent in the future. Terms are regularly changing and being redefined with the passing of time. With constant breakthroughs and the development of new technology and other resources, we seek to define what these things are and how they will impact our future.

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“Ten years ago the very idea that you could manage your life through a small glass screen, was considered almost impossible. Now few of us would want to be without one. Two years ago talk of intelligent ships was considered by many as a futuristic fantasy. Today, the prospect of a remote controlled ship in commercial use by the end of the decade is a reality.”

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“What is the best way to get from A to B by public transit? Google Maps is answering such queries for over 20,000 cities and towns in over 70 countries around the world, including large metro areas like New York, São Paulo or Moscow, and some complete countries, such as Japan or Great Britain.”

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This piece is dedicated to Stefan Stern, who picked up on – and ran with – a remark I made at this year’s Brain Bar Budapest, concerning the need for a ‘value-added’ account of being ‘human’ in a world in which there are many drivers towards replacing human labour with ever smarter technologies.

In what follows, I assume that ‘human’ can no longer be taken for granted as something that adds value to being-in-the-world. The value needs to be earned, it can’t be just inherited. For example, according to animal rights activists, ‘value-added’ claims to brand ‘humanity’ amount to an unjustified privileging of the human life-form, whereas artificial intelligence enthusiasts argue that computers will soon exceed humans at the (‘rational’) tasks that we have historically invoked to create distance from animals. I shall be more concerned with the latter threat, as it comes from a more recognizable form of ‘economistic’ logic.

Economics makes an interesting but subtle distinction between ‘price’ and ‘cost’. Price is what you pay upfront through mutual agreement to the person selling you something. In contrast, cost consists in the resources that you forfeit by virtue of possessing the thing. Of course, the cost of something includes its price, but typically much more – and much of it experienced only once you’ve come into possession. Thus, we say ‘hidden cost’ but not ‘hidden price’. The difference between price and cost is perhaps most vivid when considering large life-defining purchases, such as a house or a car. In these cases, any hidden costs are presumably offset by ‘benefits’, the things that you originally wanted — or at least approve after the fact — that follow from possession.

Now, think about the difference between saying, ‘Humanity comes at a price’ and ‘Humanity comes at a cost’. The first phrase suggests what you need to pay your master to acquire freedom, while the second suggests what you need to suffer as you exercise your freedom. The first position has you standing outside the category of ‘human’ but wishing to get in – say, as a prospective resident of a gated community. The second position already identifies you as ‘human’ but perhaps without having fully realized what you had bargained for. The philosophical movement of Existentialism was launched in the mid-20th century by playing with the irony implied in the idea of ‘human emancipation’ – the ease with which the Hell we wish to leave (and hence pay the price) morphs into the Hell we agree to enter (and hence suffer the cost). Thus, our humanity reduces to the leap out of the frying pan of slavery and into the fire of freedom.

In the 21st century, the difference between the price and cost of humanity is being reinvented in a new key, mainly in response to developments – real and anticipated – in artificial intelligence. Today ‘humanity’ is increasingly a boutique item, a ‘value-added’ to products and services which would be otherwise rendered, if not by actual machines then by humans trying to match machine-based performance standards. Here optimists see ‘efficiency gains’ and pessimists ‘alienated labour’. In either case, ‘humanity comes at a price’ refers to the relative scarcity of what in the past would have been called ‘craftsmanship’. As for ‘humanity comes at a cost’, this alludes to the difficulty of continuing to maintain the relevant markers of the ‘human’, given both changes to humans themselves and improvements in the mechanical reproduction of those changes.

Two prospects are in the offing for the value-added of being human: either (1) to be human is to be the original with which no copy can ever be confused, or (2) to be human is to be the fugitive who is always already planning its escape as other beings catch up. In a religious vein, we might speak of these two prospects as constituting an ‘apophatic anthropology’, that is, a sense of the ‘human’ the biggest threat to which is that it might be nailed down. This image was originally invoked in medieval Abrahamic theology to characterize the unbounded nature of divine being: God as the namer who cannot be named.

But in a more secular vein, we can envisage on the horizon two legal regimes, which would allow for the routine demonstration of the ‘value added’ of being human. In the case of (1), the definition of ‘human’ might come to be reduced to intellectual property-style priority disputes, whereby value accrues simply by virtue of showing that one is the originator of something of already proven value. In the case of (2), the ‘human’ might come to define a competitive field in which people routinely try to do something that exceeds the performance standards of non-human entities – and added value attaches to that achievement.

Either – or some combination – of these legal regimes might work to the satisfaction of those fated to live under them. However, what is long gone is any idea that there is an intrinsic ‘value-added’ to being human. Whatever added value there is, it will need to be fought for tooth and nail.

Ask just about anyone on the street to describe artificial intelligence and odds are, they’ll describe something resembling the futuristic science fiction robot they’ve seen in movies and television shows. However, according to Mathematician, Linguist and Artificial Intelligence Researcher Dr. András Kornai, artificial intelligence is a reality right now, and its impact can be seen every day.

“I’d say 35 percent of the total commerce taking place on Wall Street (right now) is driven by algorithms and it’s no longer driven by humans,” Kornai said. “This is not science fiction. (Artificial intelligence) is with us today.”

What we’ve seen so far in the application of algorithm-based artificial intelligence in the financial sector is just the tip of the iceberg, Kornai said. In fact, you don’t even have to own stock to be affected by it.

“I have designed algorithms that will (determine) your creditworthiness, meaning your creditworthiness is now determined by an algorithm,” he said. “We have substituted human-decision making capabilities in favor of better algorithms to pursue this, and we have given up a huge area of human competence, and money is just one aspect of it.”

Kornai points to advances in algorithm-based medical diagnostics, autonomous cars and military technology as some other areas where artificial intelligence is already at work and poised for further growth. While that growth is presented as a good thing, he believes the subtle infiltration of AI has many people missing the larger picture.

“We are seeing an uptick in medical decisions by algorithms and I’m not opposed to this, as it’s important to have the best possible information in the medical world. And in 10 or 15 years autonomous vehicles will be a big deal,” Kornai said. “In military technology, drones are generally human controlled, but there is intense research toward autonomous ground or air vehicles that will work even if someone is trying to cut off their communication. This is not the future, this is here now.”

According to Kornai, since algorithms are based on statistics, the problem with algorithm-based advances in those areas is the level of error that is inherent to the system. That built-in error may not be able to cause bodily harm, he said, but it can still cause havoc to humanity as a whole.

“A certain amount of error is built into the system in every level of AI. Things work on a statistical basis and they have errors but, on the whole, that’s innocent,” he said. “Algorithms are not capable of hurting people directly. But once it comes to money or it comes to your health or your legal standing, (the potential for errors) is becoming increasingly serious.”

In spite of most people’s image of the future of artificial intelligence, that danger is significantly different than the perils depicted on the big screen, Kornai said. To illustrate that point, he highlighted the gap between algorithmic AI and the state of robotics. While technology has already developed a chess algorithm that can beat the best chess players in the world, a ping-pong playing robot that can beat the world’s best table tennis player has yet to materialize.

“The primary worry is everyday, ubiquitous algorithms, the kind of algorithms that are already around us, posing huge damage,” Kornai said. “This isn’t the Terminator coming along and killing humans. That’s more science fictional.”

Looking to the future, Kornai sees AI making the biggest inroads in the business world. Again, he noted that use of those everyday algorithms may not be widely noticed, but their impact will be significant.

“In the business world today, it’s much easier to start a company and those companies will increasingly be driven by AI,” he said. “Eventually, AI will play a bigger role in the boardroom. It may not be visible to the man on the street, but it will be very visible to the Fortune 500.”

That said, however, there are still broader risks ahead as AI advances, and Kornai said he generally agrees with the concerns that have been voiced of late by Hawking, Gates, Musk and others. Those perils might not jibe with Hollywood’s idea of them, but the effects will still be notable.

“These guys see what’s going on and are doing some far-sighted (thinking). Far-sighted is not science fictional,” Kornai said. “Far-sighted is thinking ahead maybe 10, 15 or 25 years ahead. We’re not talking about affecting our grandchildren, but things that will affect us and increasingly affect our children and grandchildren.”