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AI Technology

Global Minima Solution for Neural Networks?

New research from Carnegie Mellon University, Peking University and the Massachusetts Institute of Technology shows that global minima of deep neural networks can been achieved via gradient descent under certain conditions. The paper Gradient Descent Finds Global Minima of Deep Neural Networks was published November 12 on arXiv.

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OpenAI Founder: Short-Term AGI Is a Serious Possibility

Artificial general intelligence (AGI) is the long-range, human-intelligence-level target of contemporary AI researchers worldwide. It’s believed AGI has the potential to meet basic human needs globally, end poverty, cure diseases, extend life, and even mitigate climate change. In short, AGI is the tech that could not only save the world, but build a utopia.

AI Asia Japan

Will AI Save Japan’s Agricultural Sector?

To address the aging problem farmers are turning to “smart agriculture” labour-saving techniques and devices and large-scale production. Artificial intelligence is playing an important role in accelerating and improving the technologies driving Japan’s smart agriculture.

AI China Self Driving

Baidu & FAW Hongqi Unveil China’s First L4 Autonomous Passenger Cars

Baidu CEO Robin Li today gave the world a peek at China’s first Level 4 autonomous driving passenger cars, co-developed by Baidu and carmaker FAW Hongqi. Li introduced the vehicles at the 2018 Baidu World Conference in Beijing. The cars will enter mass production by the end of 2019, and their road debuts will be in Beijing and FAW Hongqi’s hometown of Changchun.

AI China Technology

New HotpotQA Dataset Has the Answers for Multi-Hop Queries

If you’ve ever wondered whether Dota 2 or League of Legends is the most popular multiplayer online battle arena game, or how long you’d need to spend on a treadmill to burn off that party size bag of chips you just ate, you know that you can probably find the answer by accessing a couple of relevant information sources and then applying what seems like a natural and straightforward reasoning process.

AI Technology

Facebook Open-Sources QNNPACK Kernel Library

Facebook announced today that it is open-sourcing QNNPACK, a high-performance kernel library optimized for mobile AI. The computing power of mobile devices is but a tiny fraction of that of data center servers. As such it is essential to find ways to optimize mobile devices’ hardware performance in order to run today’s compute-hungry AI applications.

AI Technology

Google Cloud TPUs Now Speak Julia

A new paper from Julia Computing Co-Founder and CTO Keno Fischer and Senior Research Engineer Elliot Saba introduces a method and implementation for offloading sections of Machine Learning models written in Julia programming language to TPUs.