Connect with us

Technology

Google Introduces AI Model for Precise Weather Forecasting

Published

on

With the confirmation of the release of an AI-based weather forecasting model that can anticipate subtle changes in the weather, Google (NASDAQ: GOOGL) is taking a bigger step into the field of artificial intelligence (AI).

Known as the Scalable Ensemble Envelope Diffusion Sampler (SEEDS), Google’s artificial intelligence (AI) model is remarkably similar to other diffusion models and popular large language models (LLMs).

In a paper published in Science Advances, it is stated that SEEDS is capable of producing ensembles of weather forecasts at a scale that surpasses that of conventional forecasting systems. The artificial intelligence system uses probabilistic diffusion models, which are similar to image and video generators like Midjourney and Stable Diffusion.

The announcement said, “We present SEEDS, [a] new AI technology to accelerate and improve weather forecasts using diffusion models.” “Using SEEDS, the computational cost of creating ensemble forecasts and improving the characterization of uncommon or extreme weather events can be significantly reduced.”

Google’s cutting-edge denoising diffusion probabilistic models, which enable it to produce accurate weather forecasts, set SEEDS apart. According to the research paper, SEEDS can generate a large pool of predictions with just one forecast from a reliable numerical weather prediction system.

When compared to weather prediction systems based on physics, SEEDS predictions show better results based on metrics such as root-mean-square error (RMSE), rank histogram, and continuous ranked probability score (CRPS).

In addition to producing better results, the report characterizes the computational cost of the model as “negligible,” meaning it cannot be compared to traditional models. According to Google Research, SEEDS offers the benefits of scalability while covering extreme events like heat waves better than its competitors.

The report stated, “Specifically, by providing samples of weather states exceeding a given threshold for any user-defined diagnostic, our highly scalable generative approach enables the creation of very large ensembles that can characterize very rare events.”

Using Technology to Protect the Environment

Many environmentalists have turned to artificial intelligence (AI) since it became widely available to further their efforts to save the environment. AI models are being used by researchers at Johns Hopkins and the National Oceanic and Atmospheric Administration (NOAA) to forecast weather patterns in an effort to mitigate the effects of pollution.

With its meteorological department eager to use cutting-edge technologies to forecast weather events like flash floods and droughts, India is likewise traveling down the same route. Equipped with cutting-edge advancements, Australia-based nonprofit ClimateForce, in collaboration with NTT Group, says it will employ artificial intelligence (AI) to protect the Daintree rainforest’s ecological equilibrium.

Technology

Google experiments with Android tablets’ desktop windowing

Published

on

Google is testing a new feature for Android tablets that would allow you to easily rearrange apps on your screen and resize them, which will facilitate multitasking. Developer previews of the “desktop windowing” functionality are now accessible, and you can even run multiple instances of the app simultaneously if they support it.

At the moment, Android tablet apps always open in full screen mode. Each program will show up in a window with controls to let you move, maximize, or close it when the new mode is enabled. Moreover, your open programs will be listed in a taskbar at the bottom of the screen.

It sounds a lot like Stage Manager for the iPad, which allows you to do the same with windows on your screen, or with almost any desktop operating system. For years, Samsung has also provided its DeX experience, which gives Android apps on Galaxy phones and tablets desktop-like window management.

When the functionality becomes available to all users, you may activate it by tapping and holding the window handle located at the top of an application’s screen. The shortcut meta key (Windows, Command, or Search) + Ctrl + Down can also be used to enter desktop mode if a keyboard is connected. (You can drag a window to the top of your screen to dismiss the mode, or you can close all of your open apps.)

Apps that are locked to portrait orientation can still be resized, according to Google, which could have odd visual effects if some apps aren’t optimized. Google intends to fix this in a later release, though, by scaling non-resizable apps’ user interfaces without changing their aspect ratios.

For the time being, users with the most recent Android 15 QPR1 Beta 2 for Pixel Tablets can access the developer preview.

Continue Reading

Technology

Sony Faces Backlash for Pricing PlayStation 5 Pro Well Above Xbox

Published

on

Sony Group Corp. has set the price of its new, faster PlayStation 5 Pro at $700, significantly higher than Microsoft’s Xbox Series X, which costs $600. The PlayStation 5 Pro, launching on November 7, comes at a $200 premium over the original PS5, suggesting Sony is targeting a loyal audience willing to pay extra for enhanced performance.

This pricing positions both Sony and Microsoft at the high end of the gaming console market. Four years into their product life cycles, the two most popular home consoles are moving towards premium models. Analysts are split on whether Sony’s pricing strategy will drive sales, especially as it seeks to grow its entertainment portfolio across gaming, anime, and film.

Industry analyst Serkan Toto described the PlayStation 5 Pro as a niche device aimed at hardcore PlayStation users, rather than a mass-market offering. “It’s about Sony skimming the absolute top end of the market,” he said, with the gaming world questioning Sony’s high pricing.

Others speculate that Sony’s pricing strategy is aimed at boosting margins, particularly after recent price hikes in Japan due to rising component costs like chips. The new console will allow for higher resolution and faster frame rates without requiring users to switch between performance modes, delivering 45% faster rendering than the standard PS5, according to lead architect Mark Cerny.

Despite the steep price, some analysts believe Sony could benefit. Citi analyst Kota Ezawa pointed out that no previous game console successor has been priced significantly higher than the original model, and that the PS5 Pro’s improved components may not justify such a big price jump. Nevertheless, the higher price could enhance Sony’s gross margins.

The PlayStation 5, which has sold over 59 million units since its 2020 release, has slightly lagged behind the PlayStation 4. The increased cost of the PS5 Pro may narrow its appeal, as the price edges closer to that of a gaming PC—one of the console market’s biggest competitors.

Reviewers also highlighted the lack of a disc drive in the new model, reflecting a broader industry shift from physical media to digital content. A disc drive will be available separately for purchase.

In a blog post, Sony announced that the PS5 Pro would enhance the performance of older titles, with several popular games such as Hogwarts Legacy, Final Fantasy VII Rebirth, and Spider-Man 2 receiving free updates to take advantage of the console’s new features.

Continue Reading

Technology

Apple’s iPhone 16 Launch: A Crucial Test for Consumer AI

Published

on

Apple is set to unveil its highly anticipated iPhone 16 lineup on Monday, Sept. 9, during its annual event at its Cupertino headquarters. The keynote, led by CEO Tim Cook, is expected to introduce not only the new iPhones but also the 10th anniversary Apple Watch and updated AirPods.

While the hardware lineup is impressive, Wall Street’s focus is elsewhere—on Apple’s generative AI platform, Apple Intelligence. This AI initiative, designed for iPhones, iPads, and Macs, represents Apple’s major push into the consumer AI space. Initially, investors were concerned about the company’s delay in launching AI compared to Microsoft and Google. However, after the platform was revealed at Apple’s WWDC conference in June, the company’s stock surged by 15%, outperforming tech giants like Microsoft, Amazon, and Google.

Apple Intelligence is now positioned as a key feature of the new iPhones, particularly those from the iPhone 15 Pro and newer models. Analysts believe this exclusivity will drive iPhone sales, with Morgan Stanley’s Erik Woodring predicting AI as a major factor in boosting the iPhone replacement cycle.

However, Apple Intelligence might be more than just a sales driver—it could shape consumer perceptions of generative AI itself.

Apple’s AI Ambitions

Apple’s upcoming event makes it clear that AI is front and center. From the tagline “It’s Glowtime” to the colorful logo reminiscent of Siri’s new look, the company is signaling a major AI focus.

The AI features Apple is integrating into its ecosystem are extensive. Users can expect tools that summarize text conversations, prioritize emails, enhance Siri’s capabilities, and offer access to OpenAI’s ChatGPT. Additional features like AI-powered proofreading and email optimization will also be part of the package, along with new apps developed to leverage AI through Apple’s hardware.

Wedbush analyst Dan Ives forecasts that Apple’s AI integration could bring in an extra $10 billion in annual services revenue, potentially boosting the company’s market cap to $4 trillion.

Though competitors like Samsung and Google have also introduced AI in their devices, Apple’s approach seems more compelling. Its June event showcased how seamlessly AI integrates into its ecosystem, making the technology feel more personal and essential compared to the offerings from Samsung’s Galaxy AI and Google’s Gemini platform.

The AI Risk

However, Apple faces challenges in ensuring Apple Intelligence’s success. The AI needs to avoid errors like those seen in Google’s AI tools, which have been criticized for providing bizarre recommendations. More importantly, Apple must prove that its AI is something consumers will genuinely want to use, rather than just a rushed feature aimed at appeasing investors.

As Apple ventures deeper into AI, its success or failure could shape the future of generative AI for everyday consumers.

Continue Reading

Trending

error: Content is protected !!