These prizes have become more common since 1995 thanks in large part to the X Prize Foundation, which encourages breakthroughs in five areas — the life sciences, exploration, energy and the environment, education and global development — where the "commonly held belief" is that "a solution is not possible".
Since it was founded in 1925, its researchers have won half a dozen Nobel prizes, achieving breakthroughs in areas like the transistor and the laser.
The commission said its goals were to increase competitiveness, create jobs, attract more top researchers and simplify funding rules to facilitate scientific breakthroughs in areas like health, food security, clean energy and transport, and raw materials for manufacturing.
As the President said, we are also working together against international crime, drug trafficking, alien smuggling, stepping up our scientific cooperation, which already has produced remarkable breakthroughs in areas including the fight against birth defects like spina bifida.
The collective efforts of the research community continue to impress us, especially as we see low-hanging breakthroughs in areas outside of vanilla deep learning, such as reinforcement learning, adversarial networks, one-shot learning, and unsupervised methods.
Since the ERC was established in 2007, it has funded substantial grants to UK researchers who have gone on to make vital breakthroughs in areas such as tackling pancreatic cancer, repair and regeneration following a heart attack, and improving the lifespan of liquid batteries.
"Fundamental breakthroughs in areas such as neuroscience and ecology … are also going unrecognized," the scientists write.
The X-Prize Foundation is largely responsible for this renewed interest, thanks to its multimillion dollar prize incentives for radical breakthroughs in areas such as DNA sequencing and manned spaceflight.
This technology is increasingly advanced, but it is useful to think of current breakthroughs, in areas such as deep learning, as ways of making computers more powerful.
He and his co-founder Dileep George, who doctoral work at Stanford focused on the hierarchical models of the brain, are hoping the company's technology will eventually lead to breakthroughs in areas like robotics, clean energy, and medicine.
