Deep learning models DON’T need to be black boxes

Deep learning models DON’T need to be black boxes — here’s how

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 inner workings 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. In tandem with the expansion of deep learning in various domains and applications, there has been a growing interest in developing techniques that try to explain neural networks by examining their results and learned parameters. But these explanations are often erroneous and misleading, and…

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TNW Podcast: Boris comes over to co-host; Slack’s Cal Henderson talks European tech

Welcome to the new episode of the TNW Podcast — the show where we discuss the latest developments in the European technology ecosystem and feature interviews with some of the most interesting people in the industry. In today’s episode, Andrii is joined by Boris Veldhuijzen van Zanten, co-founder, member of the board, and former CEO of TNW. The topics discussed include the jobs created by Dutch startups, giant state funding for energy projects, translations of the word ‘computer’, and a bunch of other things in between. In the interview section, we’re featuring a conversation with Cal Henderson, co-founder and… This story continues at The Next Web from The Next Web https://ift.tt/jUgcNFD

2024’s most important travel tech trends

Guest post by Singapore Tourism Board As the tourism industry continues its post-pandemic recovery in an increasingly uncertain travel market, a question that has dawned upon us is — what’s next? Naturally, many of us are looking towards technology for more opportunities. In 2023, we saw the generative AI boom and further growth of emerging technologies like extended reality (XR) and 5G. While these advances are already shaping the travel sector, there is much more to come as more use cases emerge while the technology further matures. Looking forward into 2024, we can expect teams to do more with less, streamline their… This story continues at The Next Web from The Next Web https://ift.tt/seCScOH

Cryptocurrency startup Tagomi gets BitLicense to operate in New York

Tagomi Trading LLC, a cryptocurrency venture backed by Paradigm and Pantera Capital, has become the 18th firm to receive a coveted BitLicense. The crypto brokerage firm received approval for a virtual currency license and a money transmission license. As a result, Tagomi is now authorized to offer trading for “non-securities virtual currencies“, including Bitcoin, Bitcoin Cash, Ether, and Litecoin. The controversial BitLicense was first established in 2015 in a bid to regulate the rapidly expanding virtual currency market. The piece of legislation is issued by New York State Department of Financial Services (NYSDFS) and was first introduced and designed by Benjamin… This story continues at The Next Web from The Next Web https://ift.tt/2HWbORw

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