Humans are almost hardwired to recognize faces. It’s important for us to tell people apart and we barely think about it. But the recognition process is far from being understood. Researchers at the Weizmann Institute of Science in Israel have compared how deep neural networks recognize faces and compared this with activation pattern data from […]
Tag Archives: Artificial Intelligence
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Machines Beat Humans on a Reading Test. But Do They Understand? | Quanta Magazine
We don’t have machines or programs that understand (as human understand). However, there are tools that surpass humans on a reading test. Read more here: Machines Beat Humans on a Reading Test. But Do They Understand? | Quanta Magazine Photo by Kaboompics .com from Pexels
Most Deepfakes Are Porn, and They’re Multiplying Fast | WIRED
Two years ago, software was realeased that montaged faces of Hollywood actresses into pornographic video clips. This is now known as deepfakes and the technology has found a wide audience. While some of the manipulated videos are fun and mostly harmless like the picture above, a report by Deeptrace found 96% of deepfakes are pornographic. […]
Artificial Intelligence Confronts a ‘Reproducibility’ Crisis | WIRED
It has become notoriously difficult to replicate experiments in the AI field. Generally speaking, getting neuronal networks to perform well can be like an art and tweaks to the network often go unreported in publications. Also, as networks grow in size and complexity, studying those models is expensive, if not impossible for all but the […]
OpenAI has released the largest version yet of its fake-news-spewing AI – MIT Technology Review
A half-size version of the now infamous language model of OpenAI has been released and the group examined the impact of their decisions so far in a recent paper. OpenAIs decision not to publish the whole model was heavily critized. Vanya Cohen, a recent master’s graduate from Brown University, went on to recreate an open-source […]
DeepMind’s Losses and the Future of Artificial Intelligence | WIRED
If you look at AI from a purely business point of view, Alphabet’s DeepMind last year’s loss of $572 million should make you worry. Especially, when considering the rising magnitude of DeepMind’s losses: $154 million in 2016, $341 million in 2017 and $572 million in 2018. Basically, you need to have really deep pockets to […]
Artificial Artificial Intelligence
Behind a successful AI there is a human doing critical work. It’s an open secret that behind the “magic” of AI tools there are large teams of people, doing things like labeling the training data to make it work. The result of their work is truly impressive: we are tricked into believing that these AIs […]
The Challenge of Crafting Intelligible Intelligence | June 2019 | Communications of the ACM
Modern AI approaches often work like black boxes: nobody really knows why things work the way they work. Offering explanations why an AI system came to a conclusion is certainly needed. The article by Daniel S. Weld and Gagan Bansal [1] studied two approaches that are promising: using an inherently interpretable model, or adopting an […]
Almost 80% of AI and ML Projects Have Stalled, Survey Says – Robotics Business Review
Doing an AI project is hard. The main obstacle is the volume and quality of the training data, so Nathaniel Gates, CEO and co-founder of Alegion While large companies (more than 100,000 employees) are the most likely to have an AI strategy, only 50% of them currently have one, according to MIT Sloan Management Review. […]