Today, people of all backgrounds can contribute to solving serious scientific problems by playing computer games. A Danish research group has extended the limits of quantum physics calculations and simultaneously blurred the boundaries between man and machine further. We are still superior – in some ways.
The saying of philosopher René Descartes of what makes humans unique is beginning to sound hollow. ‘I think – therefore soon I am obsolete’ seems more appropriate. When a computer routinely beats us at chess and we can barely navigate without the help of a GPS, have we outlived our place in the world? Not quite. Welcome to the front line of research in cognitive skills, quantum computers and gaming.
Today there is an on-going battle between man and machine. While genuine machine consciousness is still years into the future, we are beginning to see computers make choices that previously demanded a human’s input. Recently, the world held its breath as Google’s algorithm AlphaGo beat a professional player in the game Go—an achievement demonstrating the explosive speed of development in machine capabilities.
But we are not beaten yet – human skills are still superior in some areas. This is one of the conclusions of a recent study by Danish physicist Jacob Sherson, published in the prestigious science journal Nature.
”It may sound dramatic, but we are currently in a race with technology—and steadily being overtaken in many areas. Features that used to be uniquely human are fully captured by contemporary algorithms. Our results are here to demonstrate that there is still a difference between the abilities of a man and a machine,” explains Jacob Sherson.
At the interface between quantum physics and computer games, Sherson and his research group at Aarhus University have identified one of the abilities that still makes us unique compared to a computer’s enormous processing power: our skill in approaching problems heuristically and solving them intuitively. The discovery was made at the AU Ideas Centre CODER, where an interdisciplinary team of researchers work to transfer some human traits to the way computer algorithms work.
Quantum physics holds the promise of immense technological advances in areas ranging from computing to high-precision measurements. However, the problems that need to be solved to get there are so complex that even the most powerful supercomputers struggle with them. This is where the core idea behind CODER—combining the processing power of computers with human ingenuity—becomes clear.
Our common intuition
Like Columbus in QuantumLand, the CODER research group mapped out how the human brain is able to make decisions based on intuition and accumulated experience. This is done using the online game “Quantum Moves”. Over 10,000 people have played the game that allows everyone contribute to basic research in quantum physics.
“The map we created gives us insight into the strategies formed by the human brain. We behave intuitively when we need to solve an unknown problem, whereas for a computer this is incomprehensible. A computer churns through enormous amounts of information, but we can choose not to do this by basing our decision on experience or intuition. It is these intuitive insights that we discovered by analysing the Quantum Moves player solutions,” explains Jacob Sherson.
The laws of quantum physics dictate an upper speed limit for data manipulation, which in turn sets the ultimate limit to the processing power of quantum computers—the Quantum Speed Limit. Until now a computer algorithm has been used to identify this limit. It turns out that with human input researchers can find much better solutions than the algorithm.
“The players solve a very complex problem by creating simple strategies. Where a computer goes through all available options, players automatically search for a solution that intuitively feels right. Through our analysis we found that there are common features in the players’ solutions, providing a glimpse into the shared intuition of humanity. If we can teach computers to recognise these good solutions, calculations will be much faster. In a sense we are downloading our common intuition to the computer” says Jacob Sherson.
And it works. The group has shown that we can break the Quantum Speed Limit by combining the cerebral cortex and computer chips. This is the new powerful tool in the development of quantum computers and other quantum technologies.
We are the new supercomputer
Science is often perceived as something distant and exclusive, conducted behind closed doors. To enter you have to go through years of education, and preferably have a doctorate or two. Now a completely different reality is materialising.
In recent years, a new phenomenon has appeared—citizen science breaks down the walls of the laboratory and invites in everyone who wants to contribute. The team at Aarhus University uses games to engage people in voluntary science research. Every week people around the world spend 3 billion hours playing games. Games are entering almost all areas of our daily life and have the potential to become an invaluable resource for science.
“Who needs a supercomputer if we can access even a small fraction of this computing power? By turning science into games, anyone can do research in quantum physics. We have shown that games break down the barriers between quantum physicists and people of all backgrounds, providing phenomenal insights into state-of-the-art research. Our project combines the best of both worlds and helps challenge established paradigms in computational research,” explains Jacob Sherson.
The difference between the machine and us, figuratively speaking, is that we intuitively reach for the needle in a haystack without knowing exactly where it is. We ‘guess’ based on experience and thereby skip a whole series of bad options. For Quantum Moves, intuitive human actions have been shown to be compatible with the best computer solutions. In the future it will be exciting to explore many other problems with the aid of human intuition.
“We are at the borderline of what we as humans can understand when faced with the problems of quantum physics. With the problem underlying Quantum Moves we give the computer every chance to beat us. Yet, over and over again we see that players are more efficient than machines at solving the problem. While Hollywood blockbusters on artificial intelligence are starting to seem increasingly realistic, our results demonstrate that the comparison between man and machine still sometimes favours us. We are very far from computers with human-type cognition,” says Jacob Sherson and continues:
“Our work is first and foremost a big step towards the understanding of quantum physical challenges. We do not know if this can be transferred to other challenging problems, but it is definitely something that we will work hard to resolve in the coming years.”
Learn more: ARE HUMANS THE NEW SUPERCOMPUTER?
The Latest on: Citizen science
[google_news title=”” keyword=”citizen science” num_posts=”10″ blurb_length=”0″ show_thumb=”left”]
via Google News
The Latest on: Citizen science
- Citizen science project finds that respectful boat users are rewarded with magical dolphin encounterson May 2, 2024 at 1:42 pm
A citizen science project reveals that most boat users along the North-East coast in the U.K. do not disturb dolphins and are often rewarded with close-up encounters.
- South Australian Citizen Science Award nominations openon May 1, 2024 at 10:48 pm
Nominations are now open for the Citizen Science Awards, which highlight the achievements of South Australian citizen science projects in [...] ...
- NASA science chief Nicky Fox speaks at the universityon May 1, 2024 at 10:00 am
NASA Associate Administrator for the Science Mission Directorate Nicky Fox visited the university April 18 for a presentation on the NASA administration’s current projects and a tour of the university ...
- Science Fridayon April 28, 2024 at 5:00 pm
Also, a citizen science project aims to find species that have gone unnoticed by sampling the waters of hundreds of lakes worldwide for environmental DNA. Assessing The Global Mental Health Toll ...
- Bear-tracking study celebrates citizen science in Alberta's grizzly countryon April 28, 2024 at 4:30 am
A new study suggests citizen science could help restore Alberta's grizzly bear numbers, but critics caution that without government action to preserve critical habitat and raise awareness ...
- Citizen science: Dept. of Conservation, Agriculture ask for help with black vulture studyon April 26, 2024 at 1:01 pm
MDC, USDA needs public’s help with black vulture studyThe Missouri Department of Conservation (MDC) is partnering with the U.S. Department of Agriculture (USDA) ...
- Across the Finish Line! Citizen Science Month Final Days.on April 26, 2024 at 10:42 am
One Million Acts of Science challenge met, but lots of important project work is still left!
- You might find a rare species in your backyard: How global citizen science contributes to biodiversity knowledgeon April 26, 2024 at 9:28 am
While it can be hard for us to notice as we go about our busy lives, cities are filled with indigenous plants, fungi, insects, spiders and other little creatures, as well as birds, frogs and reptiles.
- 'Citizen scientists' help NASA discover over 1,000 new asteroids using Hubble Telescopeon April 25, 2024 at 5:06 pm
NASA said volunteers scanned 19 years' worth of images from the Hubble Telescope, using a new approach that could lead to other discoveries.
- Gotham Whale, a New York City-based nonprofit, allows citizen scientists to assist in conservation effortson April 25, 2024 at 6:41 am
A whale-watching excursion that embarks straight from New York City offers passengers an opportunity to and assist in much-needed conservation efforts.
via Bing News