Heterogeneous computing and the future of AI

Heterogeneous computing is quietly redefining how AI appears in everyday devices, bringing intelligence closer to where people actually use it rather than keeping it locked in remote cloud systems. As AI expands into physical products, success depends less on raw performance and more on how efficiently CPUs, GPUs, and NPUs work together. Heterogeneous computing manifests…

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As American as cryptocurrency

While Americans use and acquire cryptocurrencies more than ever, independence day celebrations are increasingly reflecting this trend. There is a Fountain fireworks brand called “crypto” and many retailers who respond to the July 4 plans for customers Now take payment in cryptocurrency. And it is a subject of conversation during the rallies of July 4,…

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AI and Reasoning in Captivity

I believe that each student and teacher should be that the resolution of a problem can be helped to visualize. The steps, the logic, the moments “showing your work” may look like windows in our minds and a path to the solution. This is why one of the most famous movements of AI, Thinking chain…

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S 26 Beta 3 explained: features, updates and more

IOS 26 Beta 3 of Apple introduces a range of updates designed to improve conviviality, personalization and global user experience. By emphasizing the refining of the operating system, this version incorporates subtle design modifications, specific improvements to the application and extended personalization options. Although these updates meet several user concerns, certain persistent problems, such as…

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Indian Crypto Exchange Mudrex Suspends Withdrawals Amid 200% User Base Growth

Crypto exchange Mudrex announced Sunday that it has temporarily suspended crypto withdrawals, citing compliance concerns and the need to prevent misuse by bad actors. Mudrex, a Bengaluru-based cryptocurrency exchange backed by Y Combinator, Better Capital and Woodstock Fund, has temporarily suspended withdrawals. The founder Alankar Saxena, in an X post on January 12, explained that…

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