Apple completely changes the architecture of its chips with a textbook “divide and conquer”

The week started with a flurry of news from Apple, something we already expected after Tim Cook’s words stating that it was going to be a “great week.” And in addition to the new iPhone 17e and iPad Airtoday it was the MacBook’s turn. In this article we wanted to focus on explaining what is special about the new M5 Pro and M5 Max processors, chips that land at the latest MacBook Pro. The company follows the same pattern as always. First comes the base chip, the M5, which we already saw in the 14-inch MacBook Prohe iPad Pro and Apple Vision Proalong with the new MacBook Air, and then, they take advantage of their most capable equipment to welcome the most powerful variants. But this year there is something different, and that is that the company uses a new manufacturing architecture internal that Apple had not used until now in its Mac chips. We will tell you all the details. Apple’s M4 Pro and M4 Max SoCs, in numbers m5 pro m5 max M5 m4 photolithography 3nm (3rd gen) 3nm (2nd generation) 3nm (2nd generation) 3nm architecture Fusion Fusion A single die A single die CPU cores Up to 18 18 Up to 10 Up to 10 Supercores 6 6 4 4 performance cores 12 12 6 6 GPU cores Up to 20 Up to 40 Up to 10 Up to 10 neural engine 16 16 16 16 maximum unified memory 64 128 32 32 bandwidth 307GB/s 614 GB/s 153GB/s 120GB/s ray tracing Yes (3rd gen.) Yes (3rd gen.) Yes (3rd gen.) Yeah neural accelerator on GPU Yes (per core) Yes (per core) Yes (per core) No connectivity Thunderbolt 5 Thunderbolt 5 Thunderbolt 4 Thunderbolt 4 / USB 4 codecs H.264, HEVC, ProRes, AV1 H.264, HEVC, ProRes, AV1 H.264, HEVC, ProRes, AV1 H.264, HEVC, ProRes, AV1 memory integrity enforcement Yeah Yeah No No The big news: the Fusion architecture Perhaps one of the most striking aspects of these new chips is the call ‘Fusion’ architecture. Apple has designed this SoC (system on a chip) by combining two other chips manufactured in TSMC’s third-generation 3-nanometer node. The signature promise that the chips communicate with each other through very high bandwidth and minimal latency. Why this approach? As chips grow in number of cores and memory needs, Putting everything on a single piece of silicon becomes increasingly complicated and expensive. The solution of dividing it into two interconnected chips allows its capabilities to be scaled without sacrificing efficiency. Each of these chips integrates CPU, GPU, neural engine, unified memory controller, Media Engine (which are the cores dedicated to processing multimedia codecs) and controllers. Thunderbolt 5. It is, in essence, the basis that makes it possible for the M5 Max to reach figures that we previously only saw in desktop chips. A new CPU from top to bottom Both the M5 Pro and M5 Max share the same CPU design: 18 cores organized into two very different types. On the one hand there are the so-called super cores: six high-performance cores which Apple also incorporated into the standard M5. The company assures which are “the world’s fastest CPU cores in single-thread performance”thanks to the fact that they handle greater bandwidth, and have a new cache hierarchy and better branch prediction. On the other hand, the chip incorporates 12 performance cores completely new, different from the efficiency cores we have seen in previous generations. They are optimized specifically for multi-threaded workloads that require sustained power without skyrocketing consumption. The combination of both groups of cores allows, according to Apple, a jump of up to 30% in performance for professional tasks regarding M4 Pro and M4 Maxand up to 2.5 times more multi-threaded performance compared to M1 Pro and M1 Max. It will be interesting to see this performance improvement in action when we test the devices in depth. What the M5 Pro promises Your GPU scales up to 20 cores next generation, each with an integrated neural accelerator. Memory bandwidth goes up to 307GB/sand the chip can manage up to 64 GB of unified memory. Apple promises up to 20% more graphics performance compared to the M4 Pro, and up to 35% improvement in applications that use ray tracing, thanks to its dedicated third-generation engine included in the chip. The shading engine is also updated, incorporating second-generation dynamic caching technology and hardware-accelerated mesh shading. What this technology basically does is simplify complex geometries into more manageable meshes for when it’s time to render. In terms of AI, Apple claims that the M5 Pro offers more than four times the GPU performance for artificial intelligence compared to the M4 Pro, and more than six times compared to the M1 Pro. M5 Max: the ceiling of Apple laptops The M5 Max shares the same 18-core CPU as the M5 Pro, but doubles the graphics and memory resources. Your GPU reaches 40 coresthe unified memory bandwidth reaches 614 GB/s (twice as much as the M5 Pro) and can hold up to 128 GB of unified memory. In graphic performance, Apple assures an improvement of up to 20% compared to the M4 Maxand up to 30% in ray tracing applications. For AI tasks, the chip promises more than four times the peak GPU performance compared to its direct predecessor and more than six times compared to the M1 Max. With these astronomical figures, Apple puts on the table a tremendously capable chip for all types of professionals, from 3D artists to app developers, AI, etc. And in the end, having such an amount of bandwidth on a laptop makes tasks with large volumes of data much easier to digest. We will see in practice how they perform. The rest of the package: Neural Engine, Thunderbolt 5 and security Beyond the CPU and GPU, both chips incorporate a 16-core Neural Engine renewed, which promises a higher bandwidth connection to memory, ideal for functions of Apple Intelligence and other local AI applications. In connectivity, the M5 Pro and … Read more

a textbook “if something works, don’t change it”, but with two beastly hearts

Apple is having a big week. The company is not attending the Mobile World Congress, but has decided to talk about it this week. Yesterday he presented the iPhone 17e and today they were playing the laptops. If last year they launched the MacBook Pro with an M5 processor, it was clear that it was our turn to see the older brothers. Next, we go with all the details of the new MacBook Pro with M5 Pro and M5 Max. Some beasts with eight times more AI performance (but with immense fine print). First of all, the technical sheet of the new laptops. Technical sheet of the MacBook Pro with M5 Pro and M5 Max 14 inch macbook pro 16 inch Macbook Pro screen 14.2-inch Liquid Retina XDR 3,024 by 1,964 pixels ProMotion technology with up to 120Hz adaptive refresh rate HDR 1,600 nits (peak) 16.2-inch Liquid Retina XDR 3,456 by 2,234 pixels ProMotion technology with up to 120Hz adaptive refresh rate HDR 1,600 nits (peak) processor Apple M5 Apple M5 Pro Apple M5 Max Apple M5 Pro Apple M5 Max RAM 16 to 128 GB 24 to 128 GB storage 1TB to 8TB 1TB to 8TB ports SDXC card slot HDMI port 3.5mm headphone jack MagSafe 3 port 3x Thunderbolt 4 (USB‑C) SDXC card slot HDMI port 3.5mm headphone jack MagSafe 3 port 3x Thunderbolt 4 (USB‑C) WEIGHT 1.55kg 2.14kg webcam and sound 12MP Center Stage and Top-down View Camera Six Dolby Atmos speakers 12MP Center Stage and Top-down View Camera Six Dolby Atmos speakers battery 72.4Wh Fast charging with a 96W adapter 100Wh Fast charging with 140W adapter operating system macOS 26 Tahoe macOS 26 Tahoe price From 1,929 euros From 3,049 euros Identical on the outside We said it in analysis of the MacBook Pro with M5: Apple is one of the few companies that can afford to launch a generation without it being noticed. With the iPhone it is something that was set in stone with the notch, now with the ‘Dynamic Island’ and with the MacBook the same thing is happening. They made the change by introducing the notch and giving us connection ports again and, since then, the changes have been more internal than external. In this sense, the new 14- and 16-inch MacBook Pro are no exception. In development…

South Korea launched an AI textbook program for schools. It has lasted four months

The South Korean government bet heavily on artificial intelligence in classrooms with a million-dollar investment in digital textbooks. They promised more personalized learning, a reduction in teaching load and, generally speaking, fewer school dropouts. The reality It has been very different: after a single semester they stopped being mandatory and became complementary material, allowing each school to decide whether to use them or not. Few have continued using them. A experiment that does not has worked. In March of this year a special program started educational promoted by then-president Yoon Suk Yeol: textbooks with artificial intelligence for mathematics, English and computer science. The government invested more than 1.2 trillion won (726 million euros at the exchange rate) in equipment and teacher training, while the publishers allocated another 800,000 million won (484 million euros) to the development of the material. Barely four months later, in August, parliament stopped considering them official texts after an avalanche of criticism. They are now optional supplementary material. Problems that came from day one. Ko Ho-dam, a high school student on Jeju Island, explains it to Rest of World: “All of our classes were delayed due to technical problems. I didn’t know how to use them well either. Working only with my laptop, I had a hard time staying focused. The books didn’t offer lessons adapted to my level.” Complaints spread throughout the country. Students, teachers and families reported errors in the content, risks to data privacy, increased screen time and, paradoxically, a greater workload for both teachers and students, especially if at the beginning it was necessary to add time to adapt to the new system. In a hurry. Representative Kang Kyung-sook, an opponent of the program, he questioned deadlines in parliament: “Traditional textbooks take 18 months to develop, nine to revise and six to prepare. But AI books took only 12, three and three months respectively. Why the rush?” Lee Bohm, researcher at the University of Cambridge, points out “AI should be tested first in homework or practice before being carefully introduced in class. The focus should be on how to integrate it into the school curriculum.” Digitized classrooms and addiction. South Korea has been dealing with another technological problem for years: digital addiction among young people. According to psychiatrist Lee Hae-kook, professor at the Catholic University of Korea, “almost one in two young people is at risk of smartphone addiction,” a figure that, according to Le Monde, increased between 30% and 40% after the pandemic. The country has had digital detox centers since 2002 and will ban mobile phones in schools starting March 2026. In this context, introducing more screens in classrooms has generated greater rejection. Jang Ha-na of the Political Mamas organization, which advocates for the well-being of women and children, expressed to the medium that “textbooks (with AI) worsen the effectiveness of learning. Once digital devices become central in classrooms, exposure to screens increases, weakening literacy and communication skills.” Legal and political battle. According to the medium, even before the launch, teachers unions and civil groups They sued the then minister of education for abuse of authority, arguing that the program was “problematic” by making the use of AI mandatory, ignored risks to minors, and lacked data protection measures. The government moved from mandatory adoption to a voluntary test one year in January. Yoon was ousted in April following his attempt to impose martial law, and new President Lee Jae Myung, who promised to reverse the policy, kept his word. According to explains Rest of World, the publishers that developed the texts announced lawsuits for financial damages. Hwang Geun-sik, president of the committee that represents them, explains that “companies that trusted the government saw the market suddenly disappear. Our business is reduced and staff cuts are inevitable.” The figures say it all. The adoption rate collapsed from 37% in the first semester to 19% in the current one. Only 2,095 schools use them now, half of the number at the beginning of the school year. Among teachers, opinions are divided. Lee Hyun-joon, a mathematics teacher in Pyeongtaek, admits that “monitoring students’ progress was a challenge. The overall quality was poor.” In contrast, Kim Cha-myung, a primary school teacher near Seoul, recognize to the means that “they were convenient, helped save time and supported students with difficulties. But he also added that “the program failed because everything was rushed. It should have been implemented gradually after proving its effectiveness.” llearned action. Kim Jong-hee, digital director of Dong-A Publishing, one of the developer publishers, defend that books “did not cause addiction to screens” and that they can reduce educational inequalities. But he acknowledges that “a key reason for the setbacks is that the issue became overly politicized.” “We no longer trust the government, and that is the biggest problem,” he added. Cover image | Korea Times (Yonhap) In Xataka | There is a national symbol that Japan has kept unchanged for generations: a very expensive school backpack

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