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Explainable Artificial Intelligence: Can You Believe the Explanation? Are Validation and Verification a More Practical Approach?
Artificial Intelligence is trying to overcome the problem of explainability. AI algorithms have grown in complexity to include billions of tunable parameters, and have achieved results that are often considered stunning or amazing. But the problem is trust. For most…
Software-Defined Satellites: Hardware Goes Commodity and Software is the new Discriminator
Technology changes rapidly, but traditionally once a satellite is launched, its design and technology have been frozen. Satellites have been deployed to perform specific tasks until their end of life brings them crashing down back to earth. Being able to…
The Key to Great Business Ideas? Metrics and Experiments with Small Groups
Businesses succeed with great ideas. But great ideas are hard to come by, at least great ideas that can achieve expected results. It turns out that the majority of business ideas simply never pan out or actually result in a…
Quantum Computing: Lowering Barriers by Providing Serverless Access
Recent breakthroughs in quantum computing have prompted cloud vendors to begin testing the possibilities of expanding their offerings by including a quantum computing option. Quantum hardware and programming languages are expected to be significantly trickier to work with compared to…
Deep Learning: Researchers Pursue Advantages of Analog Computing
During the last decade Artificial Intelligence, particularly Deep Learning algorithms, have made enormous progress by adopting GPU processors. GPUs, graphic processing units, are just that — they were designed to boost the performance of computer graphics processing. Over the last…