Artificial intelligence must be kept under human control or we may become defenceless against its capabilities, warn two University of Sydney machine-learning experts.
A supercomputer can always improve – if it loses one game, then it would analyse it and do better next time
Professor Dong Xu, Chair in Computer Engineering from the University of Sydney’s School of Electrical Engineering and Information Engineering says the defeat of the world champion Go player has raised fresh concerns about the future role of artificial intelligence (AI) devices.
The Professor, whose research interests include computer vision, machine-learning and multimedia content analysis, says the question now is how much we should control AI’s ability to self-learn.
“The scientists and technology investors have been enthusiastic about AI for several years, but the triumph of the supercomputer has finally made the public conscious of its capabilities. This marks a significant breakthrough in the technology world,” Professor Xu says.
“Supercomputers are more powerful than the human mind. Competitive games such as Go or chess are actually all about rules – they are easy for a computer. Once a computer grasps them, it will become very good at playing the games.”
Professor Xu says: “The problem is that computers like AlphaGo aren’t good at the overall strategy, but they are good at partial ones because they search better within a smaller area. This explains why AI will often lag behind in the beginning but catches up later.
“A human player can be affected by emotions such as pressure or happiness, but a computer will not.
“It’s said that a person is able to memorise 1000 games in a year, but a computer can memorise tens of thousands or hundreds of thousands during the same period. And a supercomputer can always improve – if it loses one game, then it would analyse it and do better next time.
“If a super computer could totally imitate the human brain, and have human emotions such as being angry or sad, it will be even more dangerous."
Currently, AI is good for the labour-intensive industries and can work as human substitutes to serve the public interest. They can clean, work as agricultural robots in the fields, or probe deep underground.
"Another challenge is that AI needs a more intelligent environment. For instance, self-driven automobiles often can’t recognise a red light, so if the traffic lights could send a signal to the cars and they could sense them, it would solve the problem. Singapore is making an effort to build an area with roads that are friendly or responsive to self-driven vehicles."
Professor Xu believes it is crucial for companies such as Google and Facebook to set up “moral and ethics committees” to take control to ensure scientific research won’t head in the wrong direction and create machines that act maliciously.
Dr Michael Harre, a senior lecturer in complex systems who spent several years studying the AI behind the ancient Chinese board game, says:
“Go is probably the most complicated game that is commonly played today. Even when compared to chess, which has a very large number of possible patterns, Go has more possible patterns than there are atoms in the universe.
“The technology has developed to a point that it can now outsmart a human in both simple and complex tasks. This is a concern because Artificial Intelligence technology may reach a point in a few years where it is feasible that it could be adapted to areas of defence where a human may no longer be needed in the control loop: truly autonomous AI."
Dr Rachel Thomas has traversed science, technology, engineering, modelling and medicine in her education and career journey and is encouraging others to seize opportunities and draw on diverse skills to solve problems and tackle the STEMM challenges of the future.
Three University of Sydney academics are among 21 leading scientists to be elected to the Australian Academy of Science this year.
The University of Sydney is ranked number one in Australia and 29 in the world in terms of research impact, according to the 2017 CWTS Leiden Rankings.