More details on Intel Capital’s new investments in 14 disruptive startups:

Disrupting Artificial Intelligence

Untether AI (Toronto, Ontario, Canada) is developing ultra-efficient, high-performance AI chips that will be the foundation for the next wave of innovation in AI. Untether AI has invented an entirely new type of chip architecture that is specifically designed for neural net inference by eliminating bottlenecks in data movement. This unique architecture moves data 1,000 times faster than traditional architectures, resulting in extreme performance and efficiency. The company was founded by a team of scientists, engineers and experienced entrepreneurs who have successfully brought to market more than 1 billion chips.

While the goal may be the same, the various obstacles the AIs will need to overcome to achieve success will vary — they might need to move an object, for example, or demonstrate an understanding of object permanence.

“We expect this to be a hard challenge,” Matthew Crosby, one of the researchers behind the Animal-AI Olympics, told New Scientist. “A perfect score will require a breakthrough in AI, well beyond current capabilities.”

“However,” he continued, “even small successes will show that it is possible, not just to find useful patterns in data, but to extrapolate from these to an understanding of how the world works.”

Breakthroughs in deep learning are inspiring the evolution of AI. But will this “deep learning + X” model drive AI to its fullest potential? While problem solving with more data and deeper models has a place in AI’s evolution, not every problem can be solved by this model.

Robot hands, microscopic swarms and a backflipping quadruped.