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Google trained a trillion-parameter AI language model

Parameters are the key to machine learning algorithms. They’re the part of the model that’s learned from historical training data. Generally speaking, in the language domain, the correlation between the number of parameters and sophistication has held up remarkably well. For example, OpenAI’s GPT-3, one of the largest language models ever trained at 175 billion parameters, can make primitive analogies, […]

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A new technique called ‘concept whitening’ promises to provide neural network interpretability

Deep neural networks can perform wonderful feats, thanks to their extremely large and complicated web of parameters. But their complexity is also their curse: The innerworkings of neural networks are often a mystery — even to their creators. This is a challenge that has been troubling the artificial intelligence community since deep learning started to become popular in the early 2010s. […]

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AI Weekly: The future of tech policy after an attempted coup

On Wednesday, we witnessed a coup attempt fueled by racism, disinformation, and the President of the United States. Video of the U.S. Capitol breach shows that Trump supporters were permitted to violate multiple federal laws, desecrate the people’s house, undermine national security, and violently oppose the largest exercise of the right to vote since the founding of this nation. People […]

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Blue Prism launches venture fund to expand global use of cloud RPA

Last April, robotic process automation firm Blue Prism bolstered its own balance sheet with a $124 million financing round, enabling the maker of enterprise-class software robots to expand its suite of AI agents and dashboards. Now the company is launching a venture fund to bring RPA technologies to new clients, starting with the Asia-Pacific region before expanding to “the entire […]

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Is neuroscience the key to protecting AI from adversarial attacks?

Deep learning has come a long way since the days when it could only recognize handwritten characters on checks and envelopes. Today, deep neural networks have become a key component of many computer vision applications, from photo and video editors to medical software and self-driving cars. Roughly fashioned after the structure of the brain, neural networks have come closer to seeing […]

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‘Augmented creativity’: How AI can accelerate human invention

In 2012, economist Robert Gordon published a controversial paper in which he argued that economic growth was largely over, due in no small part to our failure to maintain the engines of innovation in recent decades. A study from the Stanford Institute for Economic Policy Research supported his general thesis and argued that while we’re spending even more money on […]

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Glia raises $78 million to digitize customer service interactions

Customer service startup Glia today announced it raised $78 million. The funds will be used to expand departments across its organization, the company says, with a focus on product development and strategic acquisitions. Multimodality is fast becoming the norm in the $350 billion customer service industry. According to research published last year by Vonage company NewVoiceMedia, three-quarters of customers prefer to have their […]

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Intel launches RealSense ID for on-device facial recognition

Intel today launched the newest addition to RealSense, its product range of depth and tracking technologies designed to give machines depth perception capabilities. Called RealSense ID, it’s an on-device solution that combines an active depth sensor with a machine learning model to perform facial authentication. Intel claims RealSense ID adapts to users as physical features like facial hair and glasses […]

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Oxbotica raises $47 million to bring autonomy to vehicles in challenging environments

Oxbotica, a U.K.-based developer of autonomous vehicle software, today announced that it raised $47 million in a series B round led by BP Ventures. The startup says the funding will be used to accelerate Oxbotica’s commercial deployment of its software platform across key industries and markets. Some experts predict the pandemic will hasten adoption of autonomous vehicles for delivery. Self-driving cars, […]

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