Thanks to the AI-driven chip shortage, prices for phones, computers, and consoles are sky-high--and still climbing. If you're in the market for anything with a memory chip in it, now might be the time to snag it. Another round of price increases for consumer electronics seems to be underway. In June, Apple announced increased prices for its MacBooks and iPads . Xbox consoles are also getting more expensive starting in August.

Is the war entering a new phase? The overpriced gas Anatoly has been buying in recent weeks in Moscow will ruin his white Kia's engine. "It's low-quality," the taxi driver told Al Jazeera withholding his last name for security purposes. "The engine already sounds like a sick heart The government allows a'temporary decrease in quality,' but what am I to do when I need new spare parts" that are barely available because of Western sanctions, he asked rhetorically. They don't knock, they kick the door," said the 49-year-old with a three-day stubble and bloodshot eyes. Russia's top military brass has not commented on Ukraine's assaults. But even the Kremlin's most outspoken supporters have changed their once-triumphant tune. "We have to get ready for hardships and self-sacrifice," Vladimir Solovyov, a popular talk show host on the Rossiya 1 television network, said in mid-June. Solovyov has a penchant for aggressive, loud monologues and military-style attire. He once urged the Kremlin to "erase" Ukrainian cities with nuclear strikes and said that Kyiv and its Western allies "serve the prince of darkness." Military bloggers are even more pessimistic because of their proximity to the frontline. One of them, Prizrak Novorossii (The Ghost of New Russia), wrote on Telegram in late June that the Kremlin should conduct a massive mobilisation campaign because Russians already "foresee big changes and possible cataclysms because of, to put it mildly, the unfavourable dynamics of hostilities." The reason is simple - outmanned Ukrainians use "an asymmetrical tactic of long-range drone strikes with technological solutions that Russia is only catching up on," he wrote. "So, the question isn't about whether or not to have mobilisation, but about how to conduct it," the blogger concluded, adding that recent events "inspire little optimism." 'I'm afraid my son will be drafted' "I'm afraid my son will be drafted, but we don't have money to send him abroad," Kseniya, a mother of two from the western city of Tula, told Al Jazeera. She withheld her last name and personal details for security purposes. "We've been told a thousand times that [Russian President Vladimir] Putin brought stability, and instead, we see total chaos.

Image caption, Artist's impression of the Swift observatory which was built to study the cosmos A Nasa-funded spacecraft has been sent into space to catch a falling telescope. The Swift observatory detects some of the most powerful explosions in the Universe - but is at risk of crashing back to Earth in the coming months. The small space telescope will be intercepted by the LINK craft, which will attempt to grab it with three robotic arms, and try and lift it back to a safe orbit. The rescue mission, launched on Friday, has never been attempted before, and Dr Simeon Barber, a space scientist, has said it is high risk. But Nasa obviously thinks it's worth a go.

Is the war entering a new phase? Ukrainian officials say at least four people have been killed and 10 injured in the latest Russian attacks, a day after Moscow hit Kyiv in the deadliest series of attacks this year. In the bordering Sumy region, two women, an elderly man and a toddler were killed and three others injured after a Russian drone hit a residential apartment building, Oleh Hryhorov, head of the regional military administration, said on Friday. Two of the injured women remain in hospital, said Vilkul, adding that nine apartment blocks, a school building, a company, several shops, garages and about 10 vehicles were damaged. Two residential buildings were also cut off from the gas supply.

Large language models (LLMs) have demonstrated remarkable progress in generating functional code, leading to numerous AI-based coding program tools. However, their reliance on the perplexity objective during both training and inference primarily emphasizes functionality, often at the expense of efficiency--an essential consideration for real-world coding tasks. Perhaps interestingly, we observed that well-trained LLMs inherently possess knowledge about code efficiency, but this potential remains underutilized with standard decoding approaches. To address this, we design strategic prompts to activate the model's embedded efficiency understanding, effectively using LLMs as \textit{efficiency critiques} to guide code generation toward higher efficiency without sacrificing--and sometimes even improving--functionality, all without the need for costly real code execution. Extensive experiments on benchmark datasets (EffiBench, HumanEval+) across multiple representative code models demonstrate up to a 70.6\% reduction in average execution time and a 13.6\% decrease in maximum memory usage, highlighting the computational efficiency and practicality of our approach compared to existing alternatives.

Hiroo Ota (center left), CEO of Kioxia Holdings, and others unveil Kioxia's new 3D flash memory chip at its Kitakami plant in Kitakami, Iwate Prefecture, on Friday. Kioxia Holdings has started shipping samples of its next-generation flash memory chips to artificial-intelligence data center operators, seeking to gain ground in the lucrative business against rivals. The Tokyo-based chipmaker's latest high-density 3D flash memory chips aim to better meet AI data center needs with better efficiency and transmission speeds. The 332-layer 10th-generation chips pack more data into silicon and can store 59% more data compared with its previous flagship 8th-generation chip, the company said Friday. Production will take place at the company's second manufacturing facility at its Kitakami plant in Iwate Prefecture, which began operating in September last year.

Follow the day's latest updates Court approves $23.5m fine and costs order against ASX Shadow arts minister says AI companies need to do what everyone else does: 'ask permission and pay for it' Albanese defends gambling reforms, says he's'not against someone having a punt' Pocock says it's'tragic' gambling reforms don't go nearly far enough Shadow arts minister says AI companies need to do what everyone else does: 'ask permission and pay for it' If AI companies want to use Australian creative work, they should do what everyone else does: ask permission and pay for it. Australian creativity is one of our greatest national assets - not a free resource for multinational tech companies. The Coalition will always back the right of artists to control their work and be fairly compensated when others profit from it. This is about consent, fairness and respect for Australian creativity. Court approves $23.5m fine and costs order against ASX Shadow arts minister says AI companies need to do what everyone else does: 'ask permission and pay for it' Albanese defends gambling reforms, says he's'not against someone having a punt' Pocock says it's'tragic' gambling reforms don't go nearly far enough Court approves $23.5m fine and costs order against ASX A federal court judge has ordered the ASX operator to pay $23.5m in penalties and costs after the company admitted to making a misleading statement about a troubled upgrade for technology required to run the stock exchange.

OpenAI proposes handing U.S. government a 5% stake, report says OpenAI has discussed giving the U.S. government a 5% stake as artificial intelligence firms face scrutiny in Washington. OpenAI has discussed giving the U.S. government a 5% stake, the Financial Times reported on Thursday, as artificial intelligence firms face scrutiny in Washington over the likely misuse of advanced models and whether Americans would benefit from the industry's massive valuations. The ChatGPT creator has proposed that other U.S. AI firms also give Washington similar stakes, although it is unclear whether they would agree, the report said, citing two people familiar with the talks. The move follows growing public backlash in the U.S. over AI's potential to cause economic upheaval, including layoffs, and could help OpenAI sweeten ties with an administration that is increasingly taking an active role in regulating the technology. In a time of both misinformation and too much information, quality journalism is more crucial than ever.

Zhipu's AI service on the web, dubbed Z.ai. BEIJING/BENGALURU - Since DeepSeek shocked markets early last year with its cheap but powerful artificial intelligence model, global consumers have been faced with a choice: Chinese offerings with lower prices and less capability or OpenAI or Anthropic, which have poured billions into development. A model called GLM-5.2, launched last month by Beijing-based startup Z.ai, may finally be closing that gap in terms of Western interest. GLM-5.2 has Silicon Valley buzzing with its coding and agent capabilities, or the ability to execute complex tasks with minimal prompting, that almost rival leading U.S. offerings at a fraction of the cost, in what some experts are calling a "mini DeepSeek moment." In a time of both misinformation and too much information, quality journalism is more crucial than ever.

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