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Eureka E10s review: a hybrid vacuum and mop system for everyday cleaning

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Eureka E10s: two-minute review

The E10s is Eureka’s mid-range robot vacuum, offering every feature you need. Its vacuuming and mopping capability is complimented by a bagless self-emptying dust station, real-time mapping, and customizable cleaning schedules.

The vacuum strength can be adjusted to suit the debris that needs picking up, but even at the strongest 4,000Pa of suction, there was still litter left behind. Freshly dropped crumbs and dirt were generally fine, but more stubborn walked-in dirt couldn’t be captured. The noise at this level of suction also becomes a problem, especially if you’re trying to relax at the same time or make sure the children stay asleep. This lack of high-end performance means you’ll still need one of the best vacuum cleaners for those deeper cleans, though generally speaking no robotic cleaner can ever live up the the best vacuum cleaners in terms of suction power.

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A 30,000TB tower powered by a 70-year-old technology — Spectra Logic proves that data tape still has a place in an AI world with storage system that can handle thousands of LTO-9 tapes

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Spectra Logic has introduced the Spectra Cube tape library, a cloud-optimized system for on-premise, hybrid cloud, and IaaS environments that is designed to be quickly deployed, dynamically scaled, and easily serviced without tools or downtime. 

The Spectra Cube library is managed by the company’s recently announced LumOS library management software, which provides secure local and remote management and monitoring. 

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Bisnis Industri

Klipsch Flexus Sound System brings big home-theater sound

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Wish you could find affordable componments to build up mighty home-theater sound? Two trusted names in home audio — Klipsch and Onkyo — just teamed up to give you that with the new Klipsch Flexus Sound System.

The lineup of soundbars, wireless speakers and subwoofers starts at $349.

This post contains affiliate links. Cult of Mac may earn a commission when you use our links to buy items.

Klipsch Flexus Sound System

The Klipsch Flexus Sound System (“powered by Onkyo”) is a modular and scalable audio setup that allows users to customize their home-audio environment, especially for home-theater use. But they’re great for music, too, of course.

You can start with one of two soundbars, the 28-inch Core 100 ($349; 100 watts) or the 44-inch Core 200 ($499; 200 watts).

Both soundbars feature Dolby Atmos spatial audio, though Core 200 adds upward-firing speakers to intensify the effect. That model also ups the number of 2.25-inch aluminum drives from two to four. Both models include two 4-inch subwoofers for bass.

Klipsch Flexus Core 200 soundbar
Hardcore audio enthusiasts can add wireless speakers and subwoofer to this Klipsch Flexus Core 200 soundbar.
Photo: Klipsch

To the soundbar you can add Flexus Surr wireless speakers with Dolby Atmos ($249). Their advanced audio processing technologies deliver clear sound with depth and precision. You can place them strategically to maximize your sound.

Complementing the Surr speakers, if you like, is the Flexus 10-inch subwoofer ($299). It fills out the low end — even more than the subs built into the soundbars — ensuring you feel every low-frequency rumble and thumping beat.

All of these Klipsch Flexus Sound System components quickly and easily connect with Klipsch Transport technology, the company said.

And you can operate the system using the Klipsch Connect Plus app for iOS or Android. It lets you access equalizer presets or your own custom EQ, volume control and features like Night Mode and Dialogue Boost. Klipsch said it will add more features, too.

So you can spend $349 on one soundbar or max out the system for $1,050. 

Where to buy Flexus: Klipsch or Amazon for Core 100, Core 200, Surr 100 speakers and 10-inch subwoofer



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Computers

Mexico City’s Metro System Is Sinking Fast. Yours Could Be Next

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Solano‐Rojas and his colleagues found subsidence in the area of an overpass near the Olivos station, which collapsed in 2021 while a Metro train was traveling over it. “We did part of this analysis before 2021, and we detected that that area was having differential displacements,” says Solano‐Rojas. “We were like, ‘Oh, yeah, it looks like something could be happening here in the future.’ We think that it’s not a coincidence that we found this.” Solano‐Rojas was careful to say that the potential contribution of subsidence to the disaster would require further evaluation, and official investigations have cited construction errors and do not mention subsidence.

For this study, the researchers looked at the Metro infrastructure aboveground, not the subway segments—basically, the parts of the system they could verify visually. (The photo below shows the differential subsidence of columns supporting an overpass.) But by providing the system’s operators with information on how quickly its infrastructure might be subsiding, their work can hopefully inform interventions. Engineers can add material underneath railways, for instance, to restore lost elevation. Bolstering subways, though, could be much more challenging. “We don’t have a concrete solution for that,” says Shirzaei. “In most cases, when that happens, it just results in shutting down the project and trying to open a new lane.”

Photo showing a train going across a bridge

Courtesy of Darío Solano‐Rojas

This isn’t just Mexico City’s problem. Earlier this year, Shirzaei and his colleagues found that the East Coast’s infrastructure is in serious trouble due to slower—yet steady—subsidence. They calculated that 29,000 square miles of the Atlantic Coast are exposed to sinking of up to 0.08 inches a year, affecting up to 14 million people and 6 million properties. Some 1,400 square miles are sinking up to 0.20 inches a year.

Differential subsidence is not only threatening railways, the researchers found, but all kinds of other critical infrastructure, like levees and airports. A metropolis like New York City has the added problem of sheer weight pushing down on the ground, which alone leads to subsidence. The Bay Area, too, is sinking. On either coast, subsidence is greatly exacerbating the problem of sea level rise: The land is going down just as the water is coming up.

Wherever in the world it’s happening, people have to stop overextracting groundwater to slow subsidence. Newfangled systems are already relieving pressure on aquifers. It’s getting cheaper and cheaper to recycle toilet water into drinking water, for instance. And more cities are deploying “sponge” infrastructure—lots of green spaces that allow rainwater to soak into the underlying aquifer, essentially reinflating the land to fend off subsidence. Such efforts are increasingly urgent as climate change exacerbates droughts in many parts of the world, including Mexico City, putting ever more pressure on groundwater supplies.

With increasing satellite data, cities can get a better handle on the subsidence they can’t immediately avoid. “I really feel like governments have a chance to use these kinds of studies to have a more structured plan of action,” says Solano‐Rojas.

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Mac OS 7.6.1 is System 7’s final update

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April 7: Today in Apple history: System 7 gets its final update with Mac OS 7.6.1 April 7, 1997: Apple’s System 7 operating system receives its last update with the shipping of Mac OS 7.6.1.

The update brings a few bug fixes and support for Apple’s new PCI Power Macs and the PowerBook 3400. Most importantly, it marks the end of the System 7 era, which dawned way back in 1991.

Mac OS System 7

Unlike today, when we receive an ostensibly new version of macOS every year, things moved at a slower pace in the 1990s. System 7 arrived in May 1991, bringing some great features and introducing QuickTime to Macs.

It was the first Apple operating system available on compact discs. (Customers also could buy it on a set of 15 floppies. Remember those?) System 7 was also the Mac operating system that eventually faced off against the world-conquering (at least in terms of popularity) Windows 95.

Before Windows 95 hit shelves on August 24, 1995, Cupertino employees rode around with bumper stickers reading, “Windows 95 = Macintosh ’89.” The joke likened Microsoft’s new operating system to a 4-year-old Mac OS.

The Mac OS 7.6 update, which Apple released on January 7, 1997, brought with it a name change from “System 7” to “Mac OS.” It also added virtual memory and memory management, a new caching system for File Manager, PowerPC Resource Manager routines, and performance improvements.

Unlike today’s free macOS updates, users who wanted System 7.6.1 paid for it — even if they already bought an earlier version of System 7. Considering that it added only minor improvements, this became a point of contention.

The quest for something new

Inside Apple, System 7’s days had been numbered for some time by early 1997. Ever since March 1994, Apple talked up the operating system’s follow-up. Named “Copland,” Apple envisioned it as a full top-to-bottom rethink of Mac OS.

However, Copland was never released beyond a beta version in November 1995. Apple continued rolling back the timeline for the full release, and the project’s budget swelled as “feature creep” set in. By 1996, Apple employed 500 engineers working on Copland. But then-CEO Gil Amelio canceled Copland after Apple suffered a staggering $700 million quarterly loss.

Cupertino’s desire to introduce a replacement operating system continued, however. That quest ultimately led to Apple acquiring NeXT for its NeXTSTEP operating system (then called OpenStep). This resulted in Steve Jobs returning to Apple in 1996, and ultimately displacing Amelio as CEO.

Mac OS 7.6.1: The clone Mac era’s last gasp

In the meantime, however, Apple had a good (if slightly underhanded) reason for abandoning System 7 and replacing it with Mac OS 8, which shipped a few months after Mac OS 7.6.1 on July 26, 1997.

That update came at the height of the “clone Mac” era. Apple had licensed Mac OS to a select few companies like Power Computing and Radius to try and boost Mac market share. However, this flawed strategy actually cost Apple money. The $50 fee Apple received for every clone Mac sold did not come close to recouping the money lost from people buying third-party Macs instead of more-expensive official ones.

As a result, Apple decided to release its next operating system update as “Mac OS 8” instead of “Mac OS 7.7.” This name change meant Cupertino could end its deals with clone-makers, since the agreements signed with them only extended to System 7 updates. By calling the update Mac OS 8, Apple figured it could negotiate new, more favorable terms with third parties licensing its operating system.

For an even deeper look at System 7.6.1, check out this website. Do you remember using it at the time? Let us know in the comments below.



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Apple Researchers Reveal New AI System That Can Beat GPT-4

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Apple researchers have developed an artificial intelligence system named ReALM (Reference Resolution as Language Modeling) that aims to radically enhance how voice assistants understand and respond to commands.

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In a research paper (via VentureBeat), Apple outlines a new system for how large language models tackle reference resolution, which involves deciphering ambiguous references to on-screen entities, as well as understanding conversational and background context. As a result, ReALM could lead to more intuitive and natural interactions with devices.

Reference resolution is an important part of natural language understanding, enabling users to use pronouns and other indirect references in conversation without confusion. For digital assistants, this capability has historically been a significant challenge, limited by the need to interpret a wide range of verbal cues and visual information. Apple’s ReALM system seeks to address this by converting the complex process of reference resolution into a pure language modeling problem. In doing so, it can comprehend references to visual elements displayed on a screen and integrate this understanding into the conversational flow.

ReALM reconstructs the visual layout of a screen using textual representations. This involves parsing on-screen entities and their locations to generate a textual format that captures the screen’s content and structure. Apple researchers found that this strategy, combined with specific fine-tuning of language models for reference resolution tasks, significantly outperforms traditional methods, including the capabilities of OpenAI’s GPT-4.

ReALM could enable users to interact with digital assistants much more efficiently with reference to what is currently displayed on their screen without the need for precise, detailed instructions. This has the potential to make voice assistants much more useful in a variety of settings, such as helping drivers navigate infotainment systems while driving or assisting users with disabilities by providing an easier and more accurate means of indirect interaction.

Apple has now published several AI research papers. Last month, the company revealed a new method for training large language models that seamlessly integrates both text and visual information. Apple is widely expected to unveil an array of AI features at WWDC in June.

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This startup wants to take on Nvidia with a server-on-a-chip to eliminate what it calls an already flawed system — faster GPU, CPU, LPU, TPU or NIC will not deliver the leap that many firms are aiming for

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According to Israeli startup NeuReality, many AI possibilities aren’t fully realized due to the cost and complexity of building and scaling AI systems. 

Current solutions are not optimized for inference and rely on general-purpose CPUs, which were not designed for AI. Moreover, CPU-centric architectures necessitate multiple hardware components, resulting in underutilized Deep Learning Accelerators (DLAs) due to CPU bottlenecks.

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Life Style

How to make an old immune system young again

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Coloured scanning electron micrograph of a blood stem cell.

Blood stem cells (example pictured; artificially coloured) generate red blood cells and immune cells.Credit: Science Photo Library

Old mice developed more youthful immune systems after scientists reduced aberrant stem cells in the aged animals1. The technique strengthened the old rodents’ responses to viral infection and lowered signs of inflammation.

The approach, published on 27 March in Nature, treats older mice with antibodies to diminish a population of stem cells that give rise to a variety of other cell types, including those that contribute to inflammation. Excess inflammation can wreak havoc in the body, and these pro-inflammatory stem cells become dominant as mice and humans age.

It will be years before the approach can be tested in people, but many aspects of the stem-cell biology that underlies immune-cell production are similar between mice and humans. “It’s a really important first step,” says Robert Signer, a stem-cell biologist at the University of California, San Diego, who was not involved in the research. “I’m excited to see where they take this work next.”

Skewed immune system

For decades, researchers in Irv Weissman’s group at Stanford University in California have painstakingly tracked the fate of blood stem cells. These replenish the body’s stores of red blood cells (which carry oxygen from the lungs to all parts of the body) and white blood cells (which are key components of the immune system).

In 2005, Weissman and his colleagues found that populations of blood stem cells shift as mice age2. In young mice, there is a balance between two types of blood stem cell, each of which feeds into a different arm of the immune system. The ‘adaptive’ arm produces antibodies and T cells targeted to specific pathogens; the ‘innate’ arm produces broadbrush responses, such as inflammation, to infection.

In older mice, however, this balance becomes skewed towards the pro-inflammatory innate immune cells. Similar changes have been reported in the blood stem cells of older humans, and researchers speculate that this could lead to a diminished ability to mount new antibody and T-cell responses. That might explain why older people are more prone to serious infections from pathogens such as influenza viruses and SARS-CoV-2, and why they have weaker responses to vaccination than younger people do.

Restoring the balance

If that were the case, then restoring balance to the populations of blood stem cells could also rejuvenate the immune system. The team tested this by generating antibodies that bind to the blood stem cells that predominantly generate innate immune cells. They then infused these antibodies into older mice, hoping that the immune system would destroy the stem cells bound by the antibodies.

The antibody treatment rejuvenated the immune systems of the treated mice. They had a stronger reaction to vaccination, and were better able to fend off viral infection, than older mice who had not received the treatment. The treated mice also produced lower levels of proteins associated with inflammation than did old, untreated mice.

This is an important demonstration that the different populations of blood stem cells influence how the immune system ages, says Signer.

But it’s also possible that the antibody treatment did more than just affect the dominant blood stem cell population, says Enca Montecino-Rodriguez, who studies the development of white blood cells at the David Geffen School of Medicine at the University of California, Los Angeles. The treatment might also affect the environment in which the blood stem cells live. Or it could clear other aged cells from the body, or trigger immune responses that affect how the mice respond to vaccines and viruses, she says.

Weissman says that his team is working on a similar approach to rebalance aged human blood stem cells. But even assuming ample funding and no unexpected setbacks, it will be at least three to five years before they can begin testing it in people, he says.

In the meantime, his team will continue to study mice to learn more about other effects of the antibody therapy, such as whether it affects the rates of cancer or inflammatory diseases. “The old versus the young blood-forming system makes a big deal of difference,” says Weissman. “It’s not just a difference in the bone marrow. It’s a difference all over the body.”

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Radius System 100 kicks off clone Mac era: Today in Apple history

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March 27: Today in Apple history: Radius kicks off clone Mac era in style with System 100 computer March 27, 1995: The Radius System 100, the first official Macintosh clone, launches.

A high-end computer made by a company founded by several notable Macintosh alumni, this marvelous machine kicks off the era of clone Macs in grand fashion. However, it won’t be long until things take a turn for the worse.

Radius System 100 launches

The System 100 Mac clone debuted at an event called Seybold Seminars ’95 in Boston. Although unauthorized Apple clones popped up in the past, this marked the first time Apple officially licensed another company to create a machine that would natively run Mac OS.

People often look back on the Mac clone era as a time of low-cost Macs designed to undercut Apple on cost. In fact, the Radius System 100 represented the complete opposite.

Aimed at media-intensive electronic publishers, a fully kitted-out System 100 cost $12,495. Adjusted for inflation, that’s more than $25,400 today. And you still needed to buy a monitor.

A Macintosh clone for pros: System 100 specs

Radius System 100: One of the ultra-reinforced Radius Mac clones.
One of Radius’ ultra-reinforced Mac clones.
Photo: Digibarn CC

Radius System 100 customers didn’t get shortchanged on specs, though. The top-end Mac clone came with a modified Power Mac 8100 motherboard, 110 MHz 601 processor, 72MB of RAM, a CD-ROM drive, a 2GB hard disk, accelerated 24-bit video out to a 1,600-by-1,200-pixel display, and preinstalled Photoshop software. All of this came inside a ridiculously tough tower enclosure.

Radius’ decision not to cut corners shouldn’t come as much of a surprise. The company had a long history with Apple. It was founded by members of the former Macintosh team in 1986, two years after the first Mac shipped. Founders included Burrell Smith, Andy Hertzfeld and Mike Boich. Many of the same names were immortalized as team members who signed the inside of the original Macintosh case.

Before moving into clone Macs with the System 100 computer, Radius made waves by shipping the Radius Full Page Display. A vertically oriented second screen for personal computers (initially the Macintosh II), the Radius monitor pioneered the concept of letting users drag windows between multiple displays.

Troubled waters for Macs and Mac clones?

By 1995, however, both Apple and Radius struggled in the marketplace. Despite launching some massively innovative products, Apple suffered due to the rise of Microsoft Windows 95 and some questionable management decisions.

This began a period during which Cupertino would hemorrhage boatloads of cash.

Radius, meanwhile, also stumbled, even though the company scored a massive coup when it became the second third-party manufacturer to sign a deal licensing the Macintosh operating system. (Although it was the second to sign up, after Power Computing, Radius became the first to bring an actual Mac clone to market on this day in 1995.)

As per the deal Radius signed, the clone-maker only paid Apple $50 per machine produced. Apple thought the clones would increase the Mac’s market share. However, the strategy actually cost Cupertino money. It stopped people from buying Macs directly from Apple, without enlarging the size of the overall pie.

Radius quit making the System 100 computer in January 1996. The company then sold its Mac license to Taiwanese scanner manufacturer Umax Data Systems in May. The following year, when Steve Jobs returned to Apple and began to turn the company in the right direction, he pulled the plug on clone Macs.

Did you own, or ever use, a Radius System 100 Mac clone? What are your memories of this era in Apple history? Leave your comments below.



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Apple Readying In-Box iPhone Software Update System for Retail Stores

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Apple is set to roll out a new system that allows retail store staff to wirelessly update the software on iPhones prior to sale, without having to take them out of their packaging.

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Writing in the latest edition of his Power On newsletter, Bloomberg‘s Mark Gurman said the new proprietary system, called “Presto,” relies on MagSafe and other wireless technologies, and “looks a bit like a metal cubby for shoes.” It will begin rolling out widely across the U.S. in April, with Apple’s intention to have the technology in all U.S. retail stores by early summer, he added.

Gurman first reported on the wireless system in October, describing it as a “proprietary pad-like device” on which retail store staff can place a sealed ‌iPhone‌ box. The system wirelessly turns on the iPhone inside, updates its software to the latest version available, and then powers it off.

Apple developed “Presto” as a way to avoid selling iPhones in retail stores with outdated software. For example, the iPhone 15 series shipped with iOS 17, but Apple subsequently released iOS 17.0.1 before the devices launched. The point update was required to fix an issue that prevented the transfer of data directly from another iPhone during the initial setup process.

That meant new iPhone 15 owners had to update the devices themselves as part of the setup process, or manually via the Settings app under General → Software Update if they opted to set up the device as new and transfer data later. Following the rollout of “Presto,” such a scenario will be avoidable, making the setup process more straightforward for end users.

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