Australia Could Have 200,000 AI Tech Workers by 2030

Australia Could Have 200,000 AI Tech Workers by 2030

A boom in artificial intelligence has the potential to create 200,000 AI-related jobs in Australia by 2030, according to a report from the Technology Council of Australia. This presents significant opportunities for current tech workers and other professionals to secure well-paid jobs and build careers in a rapidly growing sector. The TCA report, supported by Microsoft, LinkedIn and Workday, states that realising this opportunity will require a 500% growth in AI jobs over the next seven years. These roles will span both tech and non-tech fields, from developers to those marketing and selling AI products, as well as those managing…
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‘Date Like Goblins’ Thinks Playing Games Can Fix Dating Apps

‘Date Like Goblins’ Thinks Playing Games Can Fix Dating Apps

Meanwhile, Match Group, which owns Tinder, Hinge, and other dating apps, has seen mixed results on its apps. Together with Bumble, which offended many with a disastrous ad campaign earlier this year (the company apologized), the big apps have lost $40 billion in market value since 2021. Bumble reported 10 percent growth in revenue year over year, and also refreshed its app, while Tinder grew 1 percent in revenue and Hinge by nearly 50 percent year over year, according to Match. But if Hinge, Bumble, and Tinder are the packed, noisy singles bars of online dating, these smaller apps are…
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Robust and Efficient Transfer Learning via Supernet Transfer in Warm-started Neural Architecture Search

Robust and Efficient Transfer Learning via Supernet Transfer in Warm-started Neural Architecture Search

arXiv:2407.20279v1 Announce Type: new Abstract: Hand-designing Neural Networks is a tedious process that requires significant expertise. Neural Architecture Search (NAS) frameworks offer a very useful and popular solution that helps to democratize AI. However, these NAS frameworks are often computationally expensive to run, which limits their applicability and accessibility. In this paper, we propose a novel transfer learning approach, capable of effectively transferring pretrained supernets based on Optimal Transport or multi-dataset pretaining. This method can be generally applied to NAS methods based on Differentiable Architecture Search (DARTS). Through extensive experiments across dozens of image classification tasks, we demonstrate that transferring…
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I’ve worked at Costco for 18 years. These 8 perks make a membership worth it.

I’ve worked at Costco for 18 years. These 8 perks make a membership worth it.

As a Costco employee, I still think there are plenty of perks to having a membership (even if it's going to be a little more expensive). From saving money by bulk-buying groceries to taking advantage of executive membership rewards, there are tons of reasons it's beneficial to shop at the warehouse.Whether you're on the fence about renewing your account or just curious about maximizing your membership perks, here are eight reasons a Costco card is worth it.The warehouse has a very flexible return policy on most merchandise Costco has a flexible return policy with guaranteed customer satisfaction. Veronica Thatcher It…
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Sewer Image Super-Resolution with Depth Priors and Its Lightweight Network

Sewer Image Super-Resolution with Depth Priors and Its Lightweight Network

arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs. Source link lol
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Google Cracks Down on Explicit Deepfakes

Google Cracks Down on Explicit Deepfakes

A few weeks ago, a Google search for “deepfake nudes jennifer aniston” brought up at least seven high-up results that purported to have explicit, AI-generated images of the actress. Now they have vanished.Google product manager Emma Higham says that new adjustments to how the company ranks results, which have been rolled out this year, have already cut exposure to fake explicit images by over 70 percent on searches seeking that content about a specific person. Where problematic results once may have appeared, Google’s algorithms are aiming to promote news articles and other non-explicit content. The Aniston search now returns articles…
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A2SF: Accumulative Attention Scoring with Forgetting Factor for Token Pruning in Transformer Decoder

A2SF: Accumulative Attention Scoring with Forgetting Factor for Token Pruning in Transformer Decoder

arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs. Source link lol
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