In the same way that BERT and RoBERTa structure words in a three-dimensional space reminiscent of a word cloud, the two neural networks work together to arrange image attributes (such as object shape and background color) in a theoretical space, where similar images are closer together and dissimilar images are farther apart. LeCun says the research has yielded image classifiers accurate enough to exceed current image-recognition benchmarks, but he still doubts that the approach will ultimately produce image classifiers that are good at detecting harmful imagery, and efficient enough to run at a large scale. That’s because the theoretical space the networks must create to accommodate numeric representations of every possible aspect of every pixel of an image is just too large. … [Read more...] about Facebook’s AI for detecting hate speech is facing its biggest challenge yet
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“You can’t focus on the outcome; it’s not controllable,” says Konnikova. “All you can focus on is your process. The outcome does not reflect the quality of your process. If you make a good decision and things didn’t go your way, poker teaches you that things will eventually even out. It feels nicer when you win, but if you can’t handle disappointment, you’ll be a shitty poker player.” … [Read more...] about What poker can teach you about living through a pandemic
Disclaimer: The views and investment tips expressed by investment experts on Moneycontrol.com are their own and not that of the website or its management. Moneycontrol.com advises users to check with certified experts before taking any investment decisions. … [Read more...] about Analysts pick 11 stocks to achieve financial freedom; do you own any?
Social media users jumped on the fact that Amazon's Bezos received no questions for more than an hour in his first appearance before Congress. At one point, the world's richest man appeared to reach off-screen for a snack, to the internet's delight. … [Read more...] about Jeff Bezos’ snack, room ratings and ‘the net’: Key online moments from tech hearing
And it was around that time it was known in the Agarwal family circles that Mahesh had split his ancestral properties worth Rs 1,200 crore in three parts, offering one third each to his son Pratik, sister Manju and Sharad. He had put a stringent condition that no one would be allowed to sell the properties and that the troika must develop the branch of the foods company he created — known as Haldiram Bhujiawala (Pratik Foods) brand — beyond its current turnover of Rs 4,000 crore. … [Read more...] about Bitter fight erupts in Haldiram’s group over property after death of family elder