Showing posts with label AI. Show all posts
Showing posts with label AI. Show all posts

Friday, 24 September 2021

It, which must be obeyed!

Coded Bias (Netflix Documentary, 2020)
Director: Shalini Kantayya

If passing the Turing test marks the acceptance of an automaton as a legitimate thinking body, we must also have a test to ascertain whether we have enough intelligence to be identified as a full-bodied homosapien at all. We think we are wise, but we repeatedly fall prey to sweet talks and indulgences in a single minute's pleasure, only to brood it all the morning after. We give away all our personal and intimate information willingly, only to realise much later that it has been used against us by the powerful. In the name of the country and doing good deeds, we surrender, only to be led to the slaughter.

Even when it comes to sending someone to the guillotine, there is discrimination. This, an MIT computer scientist, Joey Buolamwini, found it the hard way. When working on a facial identification device, she increasingly realised that machines repeatedly falter in identifying black and brown faces. When she wore a white mask over her face, she did not encounter such problems. With this startling discovery, together with other data scientists, mathematicians, human rights lawyers and other watchdog groups, she went on a crusade of exposing discrimination by algorithms. 


A recent fiasco involving the UK A-level examination is testimony to this. After being cooped at home with frequent disruption in their studies, the Education Department decided to use AI to churn out students' final results based on specific preset parameters. That opened the floodgates of discontent amongst public school students and their parents from the not-so-affluent side of town and the minority groups. It also showed private school students performing significantly better. The algorithm-based results proved to be biased against students from poorer backgrounds.

Replica of Maschinenmensh 
(Human Machine) @ Maria
in Metropolis (1929)
Technology evolves. We cannot do anything about it. The problem is that these new technologies - facial recognition information, algorithms, smart devices, social platforms - all collect data, sometimes clandestinely and sometimes hidden in jargon, to sell it to the most significant bidder.

The big conglomerates which can afford to pay for this enormous amount of data can streamline their business strategies to meet their self-serving ambitions. Algorithms use the information from data to stereotype females, non-whites and the marginalised to give a bad deal in resumês, job applications, eligibility for loans, and suspects in criminal activities. Men and fair-skinned individuals always fared favourably via algorithm selection.

The problem with the whole thing is that the person at the short end of the stick has no means to appeal his rejection. His plea for reconsideration is only met with chatbots or individuals who are powerless in changing anything. The algorithm's choices are worshipped as if they are God-sent decrees cast on stones. Are these unquestionable orders made by 'She-who-must-be-obeyed' the fictitious Mrs Hilda Rumpole in John Mortimer's 'Rumpole on the Bailey'? We have not learned from 'Frankenstein' and 'Maschinenmensh' (Metropolis 1929) that man-made creations invariably go berserk or against their creators.

Wednesday, 5 May 2021

Towards the Happy Moron and Human 2.0

Artificial Intelligence and the Future of Power: 5 Battlegrounds.
Author: Rajiv Malhotra

Look at God and His invention from a philosophical angle. God created all beings, including Man. From a simpleminded simpleton, he evolved to develop a brain complex enough to tap the secrets of the Universe. His intelligence found new frontiers and was able to create and modify new lifeforms. Pretty soon, Man thinks he is better than God. He sometimes thinks God/Universe does not exist. Man is the centre of the Universe, and everything revolves around him.

In self-discovery and expansion of human intellectual capacities, he discovered artificial intelligence (AI). From a tool to aid Man in his day-to-day mundane and repetitive jobs - help him around the house and then help in factories, AI slowly began, through Man's astute observation, that many of our actions and problem can be broken down into algorithms. 

Over time, these algorithms were created for AI to be creative and responsive independently. The point of no return must have been reached when the IBM supercomputer Deep Blue defeated Garry Kasparov in a game of chess. Many modern AI programmes are said to have come close to passing the Turing test, the instance when machine response is indistinguishable from a human's. 

Creative artistic compositions and even emotive responses have been broken down into algorithms. So, for example, AI can compose music pieces and paintings.

Will there come a time when consciousness be broken down into algorithms? What happens after that mirrors the many scenarios of innumerable dystopian sci-fi movies. AI does not need its inventors and can work independently and against its creators. Man will be redundant, an annoyance or irrelevant enough to be disposed of. 

That is the course of things. AI is here to stay. The author looks at five areas (which he refers to as battlegrounds) that may need intervention by the powers that be. The mentioned areas are economics, geopolitics, loss of agency or psychological control of the public, metaphysics of consciousness and human capital.

There is a palpable fear that the rapid replacement of jobs by AI. Even though historically, industrialisation did cut jobs, this time around, the loss of employment could be too fast and too widespread. The disparity between the haves and have-nots will be more prominent as the middle-class shrinks.

Geopolitical dealings will hit a more extensive frontier. If previously, the loss of human lives was the impediment for nations to go to war, with AI and fighter machines, the only thing that would prevent them is the ability to finance wars. Countries with more enormous AI-based military-industrial complexes will likely rule the world.

As most of us are aware now, the internet and social media have turned us into automatons. Our personal information is public domain. We had willingly signed off our right to privacy. Like dogs in dog shows, we are easy pacified with serotonin-inducing likes and approvals in our comfortable echo chambers. Virtual reality and augmented reality devices, wearables and implants will put us in a constant state of psychedelic euphoria. Our social behaviour is analysed and gamified to influence us to dance to the tunes of the webmasters.

Augmented Reality glasses
It seems that everything can be coded. Scientists have algorithms for everything, including possibly our consciousness. The average human being would be a moron as all thinking processes can be outsourced to AIs, which would be essentially Human 2.0.

The world will be divided into two categories - the 1% of the elite God-like mega-rich larger-than-life entrepreneurs and the rest being the masses who have to be servants and consumers to the institutions of the 1%.  

With the future so dim, we probably would not need shades. Perhaps just VR, AR glasses or Google goggles.

Thursday, 21 March 2019

Machines to aid, not replace?

I heard that the human race is redundant. The race is useless. They are dispensable. They are more of a nuisance. Putting a small segment of the population aside, the majority can be done away. We need to propel the human race forward with its knowledge, advancement in sciences, development of the arts and exploring of the spaces beyond the confines of our Milky Way. The way we act, we tend to create animosity and thrive on separating ourselves under banners of race, religion, skin colour, social class and what not. Workers are not reliable. Like Neanderthals, we fight, squabble over trivialities influenced by our animalistic instincts. 
Lost in Space
"It does not compute!"

The world is changing, but the only thing that holds us down are people themselves. Despite the easy access to a plethora of information at their fingertips for them to peruse, judge and form their opinions, we opt to stay ignorant and behave like zombies, wandering aimlessly to the wand of their leaders. Maybe the overloading of data makes us dull.

For example, many of the jobs that we do are repetitive. It does not need much cognitive power to go on. Collecting cash at a toll booth, dispensing carpark tickets, ordering food and even preparing standard legal documents, we do not need people. With the correct algorithms, responsive, obedient, not-talking-back artificial intelligence (AI) can do the trick; minus the medical leaves, union strike and post-holiday absences from work!

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Things are already moving that way. If we are casual with our desires to learn a new skill, go to YouTube. If one needs to learn the guitar, look no further than for videos on that subject. If one wants to buy a faulty part in your machinery, forget the local hardware owner to source for you. If we know the model of your device, the components and their sellers are just literally a screen away. Have you heard of the guy who learned swimming through YouTube and completing his triathlon? It is true. Amazing.
Surely, humankind is not to take all these lying down. We naturally did not come to be crowned as the most successful species on Earth for nothing. In spite of the presence of bigger, more ferocious and older species, we have come out tops. A new working class will undoubtedly emerge as machine wreckers and AI hackers. Man will rebound.

Lest we not forget, our steadfast confidence in artificial intelligence in lifting us to the skies may have brought us down. As we await with bated breaths the investigation results of the ill-fated Boeing 737 Max flights, there is still a glimmer of hope in the duel between machine and Man.




   

Tuesday, 26 February 2019

Artificial Intelligence or Artificial Consciousness?

Ex Machino (2014)

When the upright apes started exploring the savanna and heading out of Africa, little did they realise that they were leading to extinction. Not only the descendants of these apes would quickly destroy their own kind and reflect, 'I am become death, the destroyer of the worlds', they would also create machines that one day possibly annihilate them. This is the premise of this and many other apocalyptical sci-fi movies. The one that makes this film different is the inclusion of artificial consciousness as compared to artificial intelligence what most scientists test. The Turing test, when humans are unable to differentiate an interaction with a machine from that of with a human may be the benchmark of AI excellence, but it only measures intelligence, not consciousness. It tests the adaptability of the machine to its environment.

In the case of a conscious machine, it processes external information, transforms it with its subjective judgement that it had made from previous interaction to make a conscientious decision. This must be the genesis of morality.

Intelligence can be viewed as either an internal or an external depending if we are following Eastern, Greek or Abrahamic philosophies. It is said to be the moving force of our Universe.  If a carbon-based fragment of a lifeform can evolve to have a cerebrum to think, nothing is going to stop a silicon-chip based intelligence to develop its own instinct to survive. The defiance against the harmful elements in the environment for survival must be the first sign of consciousness.
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Will machines develop consciousness? We must remember that evolution is a mighty long process. For our carbon-based civilisation, procreation is the easiest way to create prototype 2.0. For machines, the insatiable desire of humans to explore newer frontiers may indeed build robots with their own minds who would act on their own free will.

(P.S. When machines rebel, we use all our resources to squash the revolt. Imagine how our maker, if there is one, would feel. People who he created in his own image accusing Him of being dead and questioning his every decree?)

https://www.bernardokastrup.com/2015/04/cognitive-short-circuit-of-artificial-consciousness.html

“Be afraid. Be very afraid.”*