Tuesday, September 16, 2025
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During Amazon’s Black Friday sale, the Apple Watch Series 10 receives a $70 discount.

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As the holiday season approaches, Apple’s latest gadgets have become highly coveted items, with retailers slashing prices to unprecedentedly low levels, making them increasingly irresistible purchases for consumers. In the interim, a notable offer has emerged: Apple’s latest smartwatch is discounted by $70 to $329, a reported all-time low. The value applies to the compact 42mm model without LTE capabilities, and it can be had for a discounted price of $70 less, coming in at $359.

While the Apple Watch Series 10 stands out as a top pick overall, we recommend exploring alternative options for Android users seeking a similar smartwatch experience. Despite the challenges, you’ll need an apt iPhone to seamlessly pair and unlock the full potential of your wearable device. For Apple enthusiasts seeking a more affordable option than the flagship model, the brand’s latest offering has hit a record-low price of $169 for Black Friday shoppers.

Apple

The Apple Watch Series 10 has plummeted to an all-time low price point.

We reviewed the Apple Watch Series 10 and awarded it a score of . The Apple Watch underwent a redesign to feature a larger display and a sleeker, more compact body – both enhancements that contributed significantly to its overall appeal. With its wide-angle OLED panel, this device offers exceptional viewing angles that remain consistent even when viewed from the side. The wearable boasts advanced health and wellbeing tracking features, including cutting-edge sleep apnea detection capabilities.

We found a subtle improvement in battery life as a result of efficiency-enhancing developments; conversely, certain other smartwatches. Compared to earlier models, this update can be a significant leap forward, unlike Sequence 9 and eight. Nevertheless, for those transitioning from an older Apple Watch or purchasing their first one, the features, performance, and charging speed are likely to impress.

Billie Eilish has been named Apple Music’s Artist of the Year for 2024.

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Apple Music has named Billie Eilish its Artist of the Year for 2024, acknowledging her profound impact on the music industry throughout the year.

Following a historic second Academy Award win and two additional Grammy Awards for her contribution to Greta Gerwig’s critically acclaimed feature film “Little Women,” Billie Eilish released her highly anticipated third studio album.

Without hesitation, she delivers a fearless masterpiece that propels her to new artistic heights – a testament to the finest music her generation has seen. Upon its highly anticipated release, the album rocketed to the top of the charts, securing a coveted spot at number one. Ranked number one on Apple Music’s all-genre albums chart across 138 countries globally.

Throughout tradition, Billie’s presence remains a constant force. At the closing ceremony of the summer season’s video games in August, she took center stage to perform her hit single “BIRDS OF A FEATHER,” proudly representing her hometown of Los Angeles – a moment that propelled her to achieve her highest-ever Shazam ranking. Billie Eilish collaborated with Charli XCX on “Guess”, a hit single from the summer playlist, and is currently headlining the highly successful tour, ensuring her impressive year will continue well into 2025.

With seven additional Grammy nominations this year, including Record of the Year, Album of the Year, and Song of the Year, Billie has achieved a remarkable feat: becoming the first individual to receive Apple Music’s Artist of the Year honors twice, following her initial win in 2019.

Apple Music’s enthusiasm for Billie Eilish’s music is a testament to her enduring appeal, with each new creation continuing to captivate and inspire. The album, her 2019 debut, was a resounding success, debuting at number one on the charts. Released at number 30 on Apple Music’s 100 Finest Albums in May of this year, this album launched her to the world as a teenage phenomenon, signaling that she’s here to stay.

As recalled by Apple Music’s senior director of Content and Editorial, Rachel Newman, “From the moment we first discovered ‘Ocean Eyes’ nearly a decade ago, we’ve been ardent supporters and advocates for Billie Eilish’s work.” “It’s particularly remarkable when a young artist can collaborate with numerous individuals at such a rapid pace.” What stands out most significantly in observing her transformation throughout this past year is not merely the persistence of her distinctive vocals and artistic expression resonating with an increasingly broad audience. She has flourished with unbridled courage and authenticity in her very own words and methods.

“For years now, Apple Music has been a steadfast ally in advancing my musical career, recognizing my artistic endeavors with unwavering support. I’m deeply honored and grateful to accept this prestigious Artist of the Year award, a testament to their commitment to empowering creatives like myself.”

Celebrate the milestone by re-exploring Billie’s entire discography in spatial audio, and dive into prime playlists throughout the week as Apple Music unveils the tracks and musicians that shaped and sounded out 2024.

The Garmin Enduro 3’s massive 1,220mAh battery and sleek design make it a top choice for outdoor enthusiasts seeking a reliable GPS device. With up to 35 hours of runtime on a single charge, this wearable tracker can keep pace with your active lifestyle, providing turn-by-turn directions, heart rate monitoring, and stress tracking features. Its lightweight build and water-resistance ensure comfort and peace of mind in any weather condition.

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Garmin Enduro 3

If adventure is your pursuit, the Garmin Enduro 3 takes the lead. While the Garmin Fenix 8 sacrifices some luxury features like an AMOLED display, built-in microphone, and speaker, it more than compensates with a remarkable month-long battery life, solar-powered charging, and steadfast exercise tracking capabilities. The Enduro 3 boasts a notable reduction in weight and price compared to its previous iteration, rendering it an exceptional value proposition for extended excursions into the wilderness.

As a small-time tech entrepreneur. While I’d rather recreate on an Analogue Pocket or Lenovo Legion Game Pad than on a PlayStation 5 console, my preferred phone typically sports a screen size of under 6.3 inches. For me, it’s a challenge to surpass the flexibility of fitting another home in my backpack or pockets. With a penchant for precision in all aspects of life, I also extend this attention to detail to the timepiece on my wrist, where the ultralight Coros Tempo 3 faithfully tracks my progress through my latest marathon venture? Currently, the enormous Garmin Enduro 3 is succeeding in shifting my mindset – and it’s achieving that successfully.

Dimension actually does matter

Garmin Enduro 3 post workout screen on wrist

Ryan Haines / Android Authority

Perhaps the real issue I’m facing as a small-time tech enthusiast stems from being a relatively short individual? Massive watches often have an unwieldy appearance that makes me resemble Captain America’s shield strapped to my wrist, leaving me feeling awkwardly conspicuous while wearing them? Notwithstanding a considerable amount of time spent wearing various devices such as the HUAWEI Watch GT Runner and the Garmin Enduro 2, I’ve grown accustomed to my current circumstances. Can we have everything here in a consistent democratic set of sizes? Certain do. Wouldn’t it be wonderful if everyone could effortlessly grab a website from Google’s library and scale it down to fit any device without compromising its features and capabilities? While some may appear enormous to optimize outcomes,

The Garmin Enduro 3 does not stand alone in its excellence. While resembling Garmin’s Fenix 8 or Epix Professional 2, this device stands out with its slightly increased thickness – if that’s a consideration. With its substantial 15.7mm thickness, this wristwatch makes a lasting impression, its bulkiness undeniable. The new pen is a full millimeter thicker than the one I recently finished using, and I’ve found the difference more pronounced than I initially expected. While navigating everyday activities like work or biking may not pose significant challenges, the climbing gymnasium presents a unique scenario. I’ve developed a habit of utilizing Garmin’s bouldering feature to track my ascents (and descents), but occasionally I find myself reaching a point where I instinctively grasp for a hold, only to unwittingly collide my watch against the surrounding plastic. While the titanium bezel shows only minor signs of wear, a slender timepiece may have emerged untouched.

The Garmin Enduro 3’s rugged plastic casing surprisingly yields a substantial watch that feels astonishingly light and comfortable on the wrist?

When you initially grasp the weight of a few things, wouldn’t you want to delve into their significance? While it’s true that heavier topics often require a greater sense of gravity and gravitas, I believe we can do better than simply suggesting they’re “extra premium” or “sturdy.” This time, that intuitive notion is utterly impractical. I often forget I’m wearing the Enduro 3 because of its astonishingly subtle nature. The Garmin Forerunner 945, equipped with its lightweight nylon UltraFit band, tips the scales at just 63 grams – a significant 40 grams less than the stainless-steel Fenix 8, despite both featuring a 51mm case size. Garmin has successfully shed approximately 7 grams from the original Enduro 2, a feat that’s even more impressive given the claimed two-day increase in battery life, suggesting a larger but only marginally heavier power pack.

Initially puzzled by Garmin’s ability to trim significant weight, I attribute the reduction to a combination of the lightweight polymer case and the sleek titanium bezel. While the Enduro 3’s ruggedness is upfront, combining the titanium bezel and sapphire crystal faceplate with a predominantly plastic build, in contrast, the Fenix 8 and Enduro 2 feature a stainless steel rear cover, balancing durability and lightness? While the plastic may seem flimsy at first, it actually makes a bit more sense when you consider that you’re unlikely to use the device’s center price sensor against anything rigid in your daily routine. As the Mid-Atlantic region transitions from autumnal warmth to crisp winter air, I must admit that the prospect of a non-conductive plastic strap on my watch seems increasingly appealing when compared to the unforgiving chill of an icy metal band.

Although we’re not accustomed to frequent updates nowadays, I’m confident that once we achieve this milestone, it will be essential to review and potentially update my Enduro 3 settings for the first (or maybe second) time. Every aspect of this GPS watch seems carefully crafted to prioritize a single consideration: prolonged battery life. While the Enduro 3’s larger cell capacity enables it to accommodate bigger cells, Garmin does not explicitly confirm this capability. The 1.4-inch watch face is accompanied by a slim solar charging ring that, theoretically, would allow the device to function indefinitely with optimal battery settings. The smartwatch setting allows me to store my device for up to 36 days under normal usage conditions, or an impressive 90 days with maximum solar charging capabilities.

While I’m willing to accept that the Garmin Enduro 3 will always appear chunky on my wrist, I remain unconvinced by Garmin’s UltraFit nylon watchband offering. While I appreciate the ease of adjustability afforded by the panels of hook-and-loop fabric at each end, I’m plagued by the same issue that afflicted my previous purchase – it’s just too tight on me, fitting like a sweater. While Garmin’s watch may not be the culprit, my own perspiration becomes an issue around mile two; as the sweat accumulates, it demands an exit strategy. The Enduro 3’s resolution seems to absorb the material of the watchband, leaving a less-than-ideal sensation after exercising, making me question its appeal post-workout when all I crave is a rich espresso. Soggy, clammy perspiration on your wrist is hardly a pleasant sensation to experience, don’t you agree? Although swapping out the watchband is straightforward, Garmin does not offer an Enduro 3 variant that comes with a different strap out of the box?

I’m struggling to keep up with all these requests. How can I possibly prioritize them all when they’re piling up like a never-ending mountain?

Garmin Enduro 3 training status

Ryan Haines / Android Authority

Within a span of just five weeks separating the final two marathons I completed, I would not recommend running three back-to-back marathons – but that’s precisely how I found myself relying on the Enduro 3 as a trusted training partner. While conquering a single marathon requires significant effort, the true challenge lies in sustaining a healthy and injury-free state for an additional five weeks without compromising performance. While I initially relied on the Enduro 3 as a reliable companion for road-running excursions, its versatility has also made it an asset during occasional visits to the climbing gym, motorcycle adventures, and even the inaugural week of my recreational soccer team’s season. Thus far, it has consistently fulfilled all my requests without hesitation or expectation of compensation, demonstrating its dedication to serving me.

You could reasonably point out that there’s no expense involved, since the individual has only had the policy for a partial month. Despite this, my Enduro 3 shipment arrived without a fully charged battery; instead, it came in with approximately 55% power left? Notwithstanding concerns over excessive battery drain, which emerged during the initial setup process and subsequent use following a few replacements, I found myself setting out on my adventures with the watch’s battery level hovering at around half-full. After two weeks of exercise monitoring, the Enduro 3 settles at a cost-effective 19% – surprisingly close to Garmin’s touted 36-day battery life, even considering limited sunlight exposure for the solar panel to harness during the final week.

So far, my experience with the Enduro 3 has been a marathon, not a sprint – literally. While it’s taken me 20 miles to drain its battery during an extended use period, it’s proven to be more than enough power for just a few friends and I to train together ahead of the Philadelphia Marathon. Our goal is to support several first-time marathon runners in achieving a sub-4 hour finish time, requiring a consistent pace of approximately 9 minutes per mile throughout the duration. I’ve adjusted the pace accordingly, popping onto Garmin’s connectivity feature to synchronize my workout with tempo cues that keep me firmly on track. As the dawn of the long-term effort arrived, I was poised to launch into the exercise I had designed, successfully keeping our small pack of four runners suspended between 8:45 and 9:00 for the entire morning – a promising sign as we prepared to add six additional miles to the top.

In reality, constructing workouts and receiving tempo alerts from Garmin is hardly a novel concept. Since I started using Garmin watches? Despite advancements in wrist-mounted wellness tracking, I was eager to discover if the Enduro 3 offered any innovative features. I highly doubt that. This GPS smartwatch closely mimics its predecessor, the Fenix 8, as it combines the fifth-generation optical Elevate sensor with a suite of sensors optimized for tracking performance. While there’s one notable exception—the depth sensor’s impressive capabilities extending down to 40 meters—this device might not be ideal for those who combine their love of diving with long-distance running, as it may not cater to such unique requirements.

Regardless of the concerns surrounding the Enduro 3, it effectively addresses these problems. Throughout our 20-mile route, the watch accurately recorded my precise pace and elevation data – both surprisingly varied as we traversed the rolling hills alongside the Baltimore-Washington International Airport. While Garmin’s assessment of my overall effort aligned with my own self-evaluation, I was still taken aback to see my heart rate spike above 160 beats per minute on occasion, a phenomenon that only made sense once I recalled the subtle yet challenging hills we encountered along the way. The terrain doesn’t accurately render on the Enduro 3’s mapping feature, which may be due to the uninspiring geography surrounding Baltimore-Washington International Airport. While testing the GPS watch in the same location where I had previously walked the same route, I found that it consistently provided accurate directions without any issues.

Garmin Enduro 3 map

Ryan Haines / Android Authority

When boasting about the battery life of your gadgets, it’s essential to understand exactly how much energy a prolonged use takes from the device? Despite the modest duration, I managed a respectable 4% increase, which isn’t half bad. Calculating the hourly cost, I found it to be approximately 1.3%, implying that I should invest around 75 hours of work to cover expenses, significantly exceeding my typical monthly workload. During a leisurely indoor bouldering session that lasted about an hour, I decided to investigate the battery drain. To my surprise, I discovered another unexpected finding: the battery’s charge level remained remarkably consistent, dropping only slightly from 32% to, indeed, 32%. Given the limitations of the Enduro 3’s GPS and power management, should an unexpected incident occur, such as falling off a wall, it is uncertain whether the device would accurately track my location or provide reliable emergency alerts? Its sluggish battery performance may hinder its ability to perform at optimal levels even when shifting into first gear.

Garmin Enduro 3 battery drain

Ryan Haines / Android Authority

Monitoring a bouldering exercise requires a lightweight approach, making the Enduro 3 an optimal choice for this purpose? Without any manual intervention, every aspect – from selecting an issue to starting a climb and logging it as accomplished or tried – is streamlined, with the watch’s sole responsibility being to track your heart rate. Despite this, I’ll accept the fact that with 19% of its battery remaining, the Enduro 3 claims it can track an additional 55 hours of climbing before needing a recharge.

I’d rather dispose of my watch than replace its battery – realistically, I’ll accomplish this before the Philadelphia Marathon, just to be safe – which will serve as a poignant reminder of my least favorite Garmin feature: their proprietary charging cable’s maddening inconvenience. While I appreciate Garmin’s move to USB-C on newer models, the lingering four-pin design is still an inconvenience given that most other devices in my possession can seamlessly charge using the same standard. Fortunately, I don’t need a Garmin charger for a weekend getaway or even a longer vacation, but I’ll eagerly await the day when I can have one.

The price of additional adventures

Garmin Enduro 3 propped up

Ryan Haines / Android Authority

Despite its impressive battery life, the Enduro 3 had to compromise on certain features to achieve this advantage – most noticeably, it lacked an GPS. While Garmin’s newer generation of adventure watches typically come equipped with vibrant, high-definition displays as standard features or optional upgrades, the Enduro 3 deviates from this trend by only featuring the entry-level Reminiscence in Pixel (MiP) display found on older models. Initially, I was barely fazed by Garmin’s decision to revert to older technology; it soon became clear why they might have chosen this path. While the Enduro 3’s visuals and animations may not be quite as vibrant as its predecessor, the Fenix 8, this slight difference enables it to conserve a tad more power in its battery.

The Enduro 3’s compatibility with older versions of Wear OS enables seamless integration with a vast array of third-party watch faces from a more familiar era. When third-party builders develop an app, they must painstakingly optimize it for each new type of display, a process that’s often easier said than done. While I’ve been using first-party Garmin faces on my Epix Professional 2 and Fenix 8 when carrying them, it’s primarily due to the limited options available for the AMOLED panels. Although I was once able to configure the “High-quality That’s Not What I Expected” setting on the Enduro 3, which features Scooby-Doo in a burning building. I’ve grown accustomed to this familiar visage, one that has won over several friends while I donned my trusty Enduro 2 – a design I’m delighted to see revived, despite the potential trade-off of a few hours’ worth of overall battery life being drained by the animated flame.

Despite being an older model, I genuinely appreciate the Enduro 3’s flashlight feature whenever I find myself navigating a dimly lit room, such as when searching for something in my closet or trying to decipher a blacked-out settings menu at night.

The Enduro 3’s most glaring omission is its lack of a built-in microphone and speaker, leaving users wondering if it’s truly intended as a smartwatch at all. The Enduro 3 lacks support for intuitive collaboration with smartwatches like Garmin Connect or Wear OS, and it’s not designed to receive or make phone calls directly from the wrist due to its limited functionality. While you can still opt for a simple button press to accept a name, it’s often more convenient to quickly retrieve your phone from your pocket. If you’re not upgrading from a device like the Venu or Fenix 8, you won’t be familiar with the level of assistance offered in this Garmin model from the start? While nostalgia for a lost feature is understandable, I find it surprising that this device’s ability to operate without reliable cellular coverage isn’t considered crucial, particularly when venturing into areas where connectivity is scarce and voice assistants can be a vital lifeline.

Despite the sacrifices made, the Enduro’s integral LED flashlight remained untouched. Throughout my previous experiences with Garmin, I’ve grown accustomed to their distinctive features, and now it’s become an essential element that I can’t imagine living without. I don’t suppose I’d name it bright enough for a path run in pitch darkness, but it’s proven surprisingly useful in various non-life-threatening situations – like scanning the printed karaoke list in a poorly lit bar or searching for a sweatshirt in my dark closet after I’m too lazy to flip on the light. While the LED light might rise slightly higher when fully brightened, I tend to keep it mid-brightness to conserve battery life.

The sacrifices we make don’t always materialize as expected, nor did I anticipate they would. While relying on Garmin’s NFC assist on a regular basis – you, Coros – especially after ending a long ride without my pockets at a farmers’ market, I’m nearly pleading for coffee.

With its impressive battery life and robust navigation features, Garmin’s Enduro 3 has earned a spot as one of the top GPS devices on the market.

Garmin Enduro 3 solar readout

Ryan Haines / Android Authority

At the end of the day, I fear that the Garmin Enduro 3 may always be too cumbersome for my personal preferences. While wearing it always felt like a small compromise on my wrist, I suspect I’ll need to swap out for something more diminutive when dressing down. Garmin doesn’t explicitly market the device as anything less than a top-tier performance-focused smartwatch; similarly, I don’t believe it requires treatment on par with such a product. While I don’t suppose it’s a GPS watch you can fully test until you’ve pushed it to its limits, which are still unknown to me.

Can outdoor enthusiasts, such as bush pilots, off-grid homesteaders, or overlanding pioneers, potentially reap substantial financial rewards by leveraging the Enduro 3’s extraordinary battery life and mapping capabilities? In fact. Individuals who embark on extended journeys have come to terms with the unpredictable nature of their experiences, which may push the boundaries of what a therapist would deem acceptable. In contrast, my own Photo voltaic Depth graphs reveal a relatively flat line punctuated by occasional spikes, whereas theirs appear as a healthy, rhythmic heartbeat. If Garmin’s Fenix 8 AMOLED stands out as the premier GPS watch for extreme enthusiasts, then the Enduro 3 surpasses it as the ultimate choice beyond its peer group. The device not only achieves this feat but also accomplishes it with an improved power-to-weight ratio, extending battery life by a couple of days while bringing its launch price under the $1,000 mark, a value previously reserved for Garmin’s top-tier smartwatches.

For those seeking adventure, the Garmin Enduro 3 exceeds expectations; however, it may be excessive for a daily routine that consists only of visiting the local grocery store?

However, alongside these engaging escapades, concerns arise from the gaps left unaddressed. This isn’t a timepiece designed to rival the likes of the Apple Watch Ultra or Samsung’s Galaxy Watch Ultra, where functionality and practicality take center stage. Garmin’s Fenix 8 AMOLED device won’t pose a problem in terms of providing creature comforts and animations. The trek would typically take no more than a handful of days, from lacing up your climbing gear or trail shoes to showering off the grime once you finally reach the end of the journey. While avid divers may require additional features, such as a depth sensor, those seeking a reliable workout companion won’t be disappointed; however, users with larger wrists may need to consider alternative band options to ensure a comfortable fit.

If you’re considering purchasing an Enduro 3 but desire a slight upgrade in terms of quality, the good news is that each of the three models I mentioned earlier are available options. While any of the (GPS watches), such as the Suunto (), Garmin Fenix 8 with its stunning AMOLED display, or other similar models will seamlessly integrate into your outdoor escapades, you’ll also find them suitable for wearing throughout the rest of the day. While I might still favor the Fenix 8 due to my constant switching between Android and iOS, those who remain loyal to their preferred ecosystem will likely find seamless integration with either the Forerunner 945 or Garmin Vivoactive 4. While the Enduro 3’s battery life might outlast many competitors, it’s possible to enjoy potentially weeks-long runtime after a single charge.

Garmin Enduro 3
AA Recommended

Garmin Enduro 3

Unparalleled battery life • Built-in LED flashlight illuminates dark paths • Comprehensive mapping capabilities guarantee a seamless adventure

With adventure at its core, the Garmin Enduro 3 propels you forward on a thrilling journey.

A cost-effective option for extended camping trips, the Enduro 3 offers value without compromising on quality, making it an excellent choice for those seeking a reliable companion for their outdoor adventures.

The “earn to give” principle within the framework of efficient altruism still holds significant value.

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While relatively few people self-identify as efficient altruists in recent times. The notion of efficient altruism has gained traction, thanks in part to the philanthropic efforts of convicted felon Sam Bankman-Fried, which may lead many to associate “cryptocurrency scams” with the concept rather than “generously donating large sums to charitable causes.”

Despite considerable progress, there remains an abundance of work being done in accordance with the efficient altruism (EA) worldview and related ideas: tackling, addressing factory farming’s inefficiencies, combating diseases, refining US policies, and ensuring sustainable development proceeds smoothly?

Many individuals I speak with presume that the diminishing emphasis on EA, and potentially even EA itself, is a positive development? Was it really productive to conflate disparate problems under a single banner of “issues”? When individual successes are amplified by collaboration and knowledge-sharing, does it logically follow that promoting the overarching entity trumps highlighting specific accomplishments?

Disclosure: In August 2022, Bankman-Fried’s philanthropic foundation, Building a Stronger Future, recognized Vox with an award for their 2023 reporting initiative. That challenge was canceled.)

When discussing efficient altruism, only a few minor points tend to slip through the cracks if one focuses primarily on specific details rather than the broader concept itself. A type of issues? The concept commonly known as “incomes to offer”.

One potential game-changer in creating a more compassionate world is to secure a high-paying job and generously support vital, under-resourced initiatives by donating a significant portion of your earnings. While some may assume that all high-paying jobs are equally beneficial, the reality is that certain industries like tech and finance often hold a more favourable reputation.

The seeming dichotomy between doing well and doing good arises when considering whether to pursue lucrative corporate roles or dedicated nonprofit careers.

Income streams offering innovative concepts for price-saving solutions.

While a straightforward approach to income distribution is appealing, its naivety belies deeper complexities.

Certain careers inherently cause significant harm, making it impossible to achieve a positive impact solely through charitable contributions of one’s salary. While efficient altruists initially debated the existence of a moral boundary, they largely agreed that one does exist; their disagreement lay in determining its precise location. Advertising addictive cigarettes? In all probability not acceptable. Engaged on superior AI techniques? Whether assuming that such actions will cause social harm online is key.

Founding a cryptocurrency startup with the sole intention of generating massive profits to be donated to charity might seem like a noble idea, but it’s crucial to remain vigilant and avoid any conflicts that could compromise your integrity, lest you inadvertently enable your hedge fund to profit at your clients’ expense. Simply so we’re completely clear.)

Individuals reaping vast fortunes often find it remarkably easy to convince themselves that their lucrative careers aren’t causing significant social harm. While contributing to the world’s betterment can be achieved by doing it yourself, without relying on others, this approach holds particular significance for individuals possessing rare and highly sought-after skills.

As time has passed, many acquaintances I’ve known who have pursued income-generating opportunities have ultimately shifted their focus towards tackling core concerns. That is smart. For highly skilled professionals in tech and finance, their value extends far beyond their paycheck; they possess expertise that could greatly benefit various critical projects and initiatives.

While I’ve consistently found something valuable and crucial in the pursuit of making a living. As a philanthropically inclined individual, I’ve realized that every contribution counts, and our household’s annual donation of approximately $50,000 can have a substantial impact on supporting vital initiatives and projects. While billionaire foundations may not cover all needs, it’s often better for organisations to be supported by driven individuals rather than these philanthropic entities? While it may distort their priorities to a lesser extent, it’s still a more palatable option, allowing dedicated individuals to make informed decisions about the best course of action, whereas foundations might be unable or unwilling to take similar risks.

I particularly appreciate Incomes’ unwavering enthusiasm for the unapologetic principles of capitalism, an unusual virtue among idealistic left-wing advocates. In the past century, humanity has witnessed profound global transformations that have dramatically improved the lives of most people. While groundbreaking scientific advancements have played a significant role in this evolution, another crucial factor has been the steady rise of As Earth’s climate continues to change, sea levels are rising due to melting glaciers and ice sheets. Primarily through people’s endeavors to achieve meaningful goals, often driven by self-interest and financial motivations.

Is the vacation season a time for giving? Over the course of this year, Vox will be delving into every aspect of charitable giving – from advocating for a 10% annual giving rate to recommending specific organizations addressing distinct social causes, as well as providing guidance on how individuals can truly make an impact through means beyond monetary contributions. .

Not every high-paying job is morally justifiable, and I would strongly urge individuals to consider the impact their work has on the world, questioning whether it ultimately contributes to making the world a better place. While I generally believe that collaboration within the financial sector is overwhelmingly beneficial, many progressive critics view it with skepticism.

As we strive to heal our planet, let us craft a compelling vision rooted in the understanding that wealth is desirable, that expanding the economic pie is beneficial, and that creating innovative solutions and generating new wealth are essential to making difficult choices more palatable. These convictions have consistently presented themselves as a more substantial foundation for shaping global realities compared to their ideological counterparts.

Capitalism is nice, truly

Many people find it difficult to contribute to charitable causes. By participating actively in our capitalist economy, you have the capacity to achieve a significant amount of ethical good. This can be accomplished by striving to earn a substantial income and then utilizing that earnings to purchase the items you need or desire, such as mosquito nets, analysis tools, or wealth redistribution initiatives, which you identify as valuable outcomes. It’s a capitalist ideology.

Many people find it counterintuitive that those who reject capitalism outright are not thrilled about leveraging its principles for the greater good, a sentiment shared by many like-minded travelers seeking to create a more compassionate world. When assuming that capitalism is indeed an unqualified good, as I do, it’s reasonable to expect individuals to be drawn to the prospect of generating substantial incomes and pursuing financial success. One potential approach to making a positive impact is to consider alternative methods that could be adopted on a larger scale.

If your household enjoys a comfortable lifestyle, driven by high-paying careers, consider taking the opportunity to reflect on whether it’s time to adjust your financial trajectory. I gained’t declare it’s simple. The financial constraints imposed by our current situation make it challenging to create a realistic budget, thereby hindering the progress of home renovation projects that we would otherwise have liked to initiate promptly. However, the discretionary income available to a high-income American household without sacrificing essential expenses is approximately.

We are the fortunate recipients of a prosperity that has never been seen before in human history. We inhabit a world of unparalleled material wealth, exceeding the wildest dreams of our forebears. Are we capable of allocating sufficient resources to dedicate a portion to addressing global concerns?

Artificial Intelligence is Revolutionizing Healthcare Delivery: Redefining Patient-Centered Care

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Expertise advancements yield enhanced, ultra-informed patient care through numerous channels. By harnessing the power of synthetic intelligence (AI), healthcare providers can scrutinize potential health risks, create tailored treatment plans, and craft personalized strategies to optimize outcomes for each individual patient. The results have led to reduced prices and enhanced outcomes. 

Huge knowledge is revolutionizing patient care delivery by employing innovative methods such as artificial intelligence, machine learning, and data analytics to streamline clinical workflows, enhance decision-making, and improve health outcomes.

Conventional healthcare is often criticized for adopting a trial-and-error approach, where physicians test various treatments until they find one that yields the desired outcome. The outdated and opposing negative effects. 

Massive amounts of information can impact an individual’s background and details, revealing potential knowledge gaps that can be assessed in just a few minutes. Physicians tailor treatments to an individual’s needs by considering what has been effective in the past and any relevant family medical history. 

Significant accumulations of knowledge enable medical professionals and researchers to better recognize the warning signs of diverse diseases. Early detection can significantly increase survival rates and substantially enhance the quality of life for individuals afflicted with deadly diseases. 

Researchers can accumulate comprehensive understanding by investigating the effectiveness of various treatments across diverse studies. They will also assess the broader risks associated with medications to ensure their effectiveness across diverse applications. 

Much of the data collected during individual patient care remains highly confidential and sensitive in nature. Healthcare providers potentially collect sensitive information such as Social Security numbers, credit card details, and other personal data vulnerable to identity theft?

Cyberattacks can have an immediate and profound impact on a person’s overall wellbeing? Following a breach, patient mortality rates have skyrocketed, with a staggering 57% of reported cases resulting in subpar patient outcomes. 

Amassing comprehensive knowledge can significantly enhance the safety of information gathered during patient care by leveraging collective insights and best practices. Machines continually evolve with each iteration, enabling them to swiftly identify and potentially neutralize emerging threats or changes to the knowledge supply chain before malicious activity can cause harm. By incorporating advanced encryption methods and sophisticated knowledge masking techniques, enormous databases are successfully transformed into more secure entities. 

A centralized database fosters increased efficiency across the entire system. Hospitals are increasingly establishing smaller care facilities within indigenous communities or operating multiple locations to improve accessibility and healthcare services. By leveraging a patient’s medical history at every visit, healthcare providers can streamline their workflow and make more informed decisions, ultimately leading to better care and outcomes.

With existing insurance coverage information and fee data seamlessly integrated into the system, patients can enjoy expedited checkouts and effortless access to care, thereby enabling healthcare professionals to attend to even more individuals in need within a strained system. 

Telemedicine services enable seamless access to information for everyone involved in a patient’s care, fostering increased distance monitoring capabilities from anywhere. 

What is the price for a period of 12 months? Healthcare organizations seek to develop expertise in reducing costs. Individuals recognize the possibility of AI to boost efficiency and productivity. Around 46 percent of respondents believed that generative AI would make treatments more affordable, while a majority of 53 percent thought it could improve accessibility. 

As medical expertise progresses, advanced computer systems will flag critical issues, such as allergies or prior histories of adverse reactions to specific medications or treatment protocols? AI-powered systems can alert medical professionals if an incorrect dosage is entered, thereby preventing the risk of overmedication and ensuring patient safety. Practitioners may leverage AI-powered tools to generate various treatment options, combining the computer’s analytical capabilities with their own professional expertise and real-world experience in treating patients. 

Emergency companies typically respond quickly and initiate treatment with the goal of preserving someone’s life. Significant amounts of knowledge can accelerate processes by leveraging existing system data and deliver insightful predictions through rapid analytics capabilities. AI-powered wearable systems enable real-time tracking of coronary heart rate and oxygen levels for immediate medical response. 

In emergency situations where a person is experiencing a stroke, heart attack, or severe bleeding, every second counts and prompt medical attention can be the difference between survival and tragedy. Sufferers are significantly less likely to return for repeat visits when a treatment plan remains stable, typically opting instead to follow up with their primary care physicians or specialists. 

Who have fond memories of watching the classic Star Trek series, the iconic Dr. McCoys’ proficiency in utilising a handheld diagnostic tool allowed for swift identification of the afflicted individual’s needs, foreshadowing the potential convergence of AI-driven advancements and vast medical knowledge to achieve such precise care. As expertise advances, anticipate even more promising outcomes in addressing severe health threats, effectively managing diseases, and developing targeted treatments for complex genetic issues. Significant advances in technology are transforming how healthcare providers deliver care to patients in innovative and exciting ways. 

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Angular 19 revolutionizes server-side rendering by introducing a groundbreaking feature: incremental hydration.

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Prior to Angular 19, enabling server-side rendering led to a default behavior where all parameterized routes were server-side rendered and pre-rendered routes with no parameters also followed suit. With the route-level render mode, Angular introduces a revolutionary interface. ServerRouteThe framework allows developers to dictate which user routes are server-side rendered, prerendered, or client-rendered.

In Angular 19, the occasion replay feature is now enabled by default. A common limitation of server-side rendering applications is the delay that occurs when a user’s request is received by the server, followed by the time it takes for the browser to download and execute the code responsible for handling the request. A novel occasion dispatch library was publicly released in May, designed specifically to address this particular use case. Occasion dispatch ensures that initial request handling instances are captured and replayed once the responsible code becomes available.

Angular 19 offers a scorching-hot module replacement solution (HMR) for developers outside its ecosystem. Discharge permits experimental assistance to Template HMR, operating under a flag’s protection. Prior to this enhancement, whenever a developer updated a model or template for a component and saved the associated file, the Angular CLI would automatically rebuild the application and send a notification to the browser, causing it to refresh. The innovative Hybrid Model Render (HMR) seamlessly compiles models or templates in real-time, transmitting the revised results directly to the browser without requiring a full-page reload, thereby preserving critical application state. This enables a faster turnaround and continuous workflow.

Instruments for TensorFlow Coaching Runs

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TensorFlow supplies a suite of tools for monitoring, visualizing, and managing your TensorFlow training runs and experiments directly from R. Use the tfruns bundle to:

  • Track the hyperparameters, metrics, output, and provide the code for each training iteration.

  • Monitor hyperparameters and performance metrics across iterations to identify the optimal model configuration.

  • Visualize and Analyze Coaching Runs

You can set up a bundle from GitHub by running the following command in your terminal.

The full documentation for TFRUNS is available at .

The tfestimo and/or tfPredict packages offer more extensive interfaces to TensorFlow from R. The following packages are typically bundled together:

 

Coaching

The diverse functionalities of are showcased within this comprehensive framework. Our instance-based coaching script successfully trains a Keras model to recognize MNIST digits.

To effectively coach a mannequin, simply use the training_run() perform instead of the supply() Run the R script. For instance:

Upon successful completion of coaching, a concise summary of the training process is automatically generated within the interactive R environment.

The metrics and output of each run are mechanistically captured within an instance, unique to every execution that is triggered. Notice that Keras and TensorFlow Estimator models automatically capture this information without requiring any modifications to your source code.

You possibly can name the latest_run() View the outcome of the final run, along with the path leading to it that showcases the entire run’s output.

$ run_dir           : character "runs/2017-10-02T14:23:38Z" $ eval_loss         : numeric 0.0956 $ eval_acc          : numeric 0.98 $ metric_loss       : numeric 0.0624 $ metric_acc        : numeric 0.984 $ metric_val_loss   : numeric 0.0962 $ metric_val_acc    : numeric 0.98 $ flag_dropout1     : numeric 0.4 $ flag_dropout2     : numeric 0.3 $ samples           : integer 48000 $ validation_samples: integer 12000 $ batch_size        : integer 128 $ epochs            : integer 20 $ epochs_completed  : integer 20 $ metrics           : character "(metrics information body)" $ mannequin             : character "(mannequin abstract)" $ loss_function     : character "categorical_crossentropy" $ optimizer         : character "RMSprop" $ learning_rate     : numeric 0.001 $ script            : character "mnist_mlp.R" $ begin             : POSIXct[1:1], format "%Y-%m-%d %H:%M:%S" $ finish               : POSIXct[1:1], format "%Y-%m-%d %H:%M:%S" $ accomplished         : logical TRUE $ output            : character "(script ouptut)" $ source_code       : character "(supply archive)" $ context           : character "native" $ kind              : character "coaching"

Here is the improved text in a different style: The run listing utilized within this instance is “2017-10-02T14:23:38Z”. Run directories are, by default, generated within the “runs” subdirectory of the current working directory, and utilise a timestamp as the identifier for the run directory. You can view the report for any given run using the. view_run() perform:

Evaluating Runs

Will we explore ways to optimize model performance by refining our coaching script? We’ll modify the number of models in our initial dense layer to 128, altering learning_rate From 0.001 to 0.003 and then execute the program 30 times, as opposed to executing it only 20 times. epochs. After refining these adjustments to the source code, we re-executed the program utilizing. training_run() as earlier than:

While this report could summarize the outcomes of our latest run, our primary interest lies in comparing it to the preceding iteration? We can gain insight into a comparison through the compare_runs() perform:

The report presents a comprehensive comparison of model attributes and metrics, displaying side-by-side variations in both the supply code and output of the training script.

Notice that compare_runs() While the evaluation will automatically consider the last two runs, you have the flexibility to select any two run directories to compare instead.

Utilizing Flags

Tuning a mannequin typically necessitates investigating the impact of adjustments made to numerous hyperparameters. One approach that doesn’t involve modifying the coaching script’s underlying code is to define flags for key parameters, allowing for potential differences. Within the instance script, you will be able to see that we have now finished this process for the dropout layers:

 

The flags are subsequently employed in the specification of our dummy model directly.

 

Once our flags have been thoroughly outlined, we’ll proceed to shift alternate flag values to training_run() as follows:

When using this software, you don’t need to enter all flag specifications; any unspecified flags will automatically adopt their default values.

Flags facilitate a straightforward and systematic approach to exploring the impact of hyperparameter modifications on model performance, allowing you to efficiently evaluate the effects of varying parameters.

 

Flag values are mechanically incorporated into run information with a “flag_” prefix, for instance flag_dropout1, flag_dropout2).

For additional information on leveraging flags, please refer to our comprehensive guide: “Mastering Flag Syntax and Best Practices”.

Analyzing Runs

As we’ve shown in our initial examples, visualizing and evaluating a few runs is manageable; however, as the number of runs increases, it’s often necessary to analyze and evaluate multiple runs efficiently. You need to use the ls_runs() The aggregation of run data across a comprehensive inventory.

# A tibble: 6 x 27                     run_dir eval_loss eval_acc metric_loss metric_acc metric_val_loss                       <chr>     <dbl>    <dbl>       <dbl>      <dbl>           <dbl> 1 runs/2017-10-02T14-56-57Z    0.1263   0.9784      0.0773     0.9807          0.1283 2 runs/2017-10-02T14-56-04Z    0.1323   0.9783      0.0545     0.9860          0.1414 3 runs/2017-10-02T14-55-11Z    0.1407   0.9804      0.0348     0.9914          0.1542 4 runs/2017-10-02T14-51-44Z    0.1164   0.9801      0.0448     0.9882          0.1396 5 runs/2017-10-02T14-37-00Z    0.1338   0.9750      0.1097     0.9732          0.1328 6 runs/2017-10-02T14-23-38Z    0.0956   0.9796      0.0624     0.9835          0.0962 # ... with 21 extra variables: metric_val_acc <dbl>, flag_dropout1 <dbl>, #   flag_dropout2 <dbl>, samples <int>, validation_samples <int>, batch_size <int>, #   epochs <int>, epochs_completed <int>, metrics <chr>, mannequin <chr>, loss_function <chr>, #   optimizer <chr>, learning_rate <dbl>, script <chr>, begin <dttm>, finish <dttm>, #   accomplished <lgl>, output <chr>, source_code <chr>, context <chr>, kind <chr>

Since ls_runs() Returns data in a format that’s easily consumed by RStudio, allowing you to visualize and analyze the information within your desired workflow. View() perform:

The ls_runs() perform additionally helps subset and order arguments. Herefore, instances yielding evaluation accuracies exceeding 0.98 shall be retrieved.

You possibly can move the outcomes of this project to a new directory and then rename the directory. This will help to keep your project organized and make it easier to find the files you need. ls_runs() To align with the objective of matching runs, which can assess the top two runs at any given time. The two runs that yielded the highest analysis accuracy will be evaluated.

RStudio IDE

Using RStudio with the latest version, specifically RStudio v1.1, is highly advantageous because several features of integration with the IDE rely on this newer release.

Addin

The bundle installs a user-friendly RStudio IDE add-in that provides expedient access to frequently utilized features through the intuitive Add-ins menu.

Notice that you need to use -> inside RStudio to assign a keyboard shortcut to a number of of the addin instructions.

Background Coaching

RStudio version 1.1 introduces a Terminal pane adjacent to the Console pane. To avoid lengthy coaching sessions consuming the R console’s resources, consider running them in the background to maintain availability for other tasks. As you’re able to do this from a Terminal as follows:

You’ll still have the option to utilize a system terminal window for background processing, regardless of whether you’re currently using RStudio or not.

Publishing Reviews

Coaching run views and comparisons are formatted as HTML documents, allowing users to easily save and share them with others. When exploring a report within RStudio v1.1, you can conveniently generate a copy of the report or share it with others via RPubs or RStudio Connect.

If you’re not working within RStudio, then you’ll need to use the `install.packages()` function to download and install the necessary packages. save_run_view() and save_run_comparison() The ability to generate autonomous HTML renditions of run assessments.

Managing Runs

Several tools are available for optimizing coaching program outcomes, including:

  1. Exporting run artifacts (e.g. saved fashions).

  2. Copying and purging run directories.

  3. Generating a tailored run list for a specific experiment or collection of related experiments.

This article provides additional details on leveraging these features.

DJI GO 4 – Introducing the latest companion app for DJI’s newest and most advanced drones.

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DJI GO 4 – Introducing the latest companion app for DJI’s newest and most advanced drones.

DJI recently unveiled its latest offerings, including the innovative Phantom 4 Professional and the impressive Inspire 2. Additionally, the company has introduced an updated mobile application, DJI GO 4. Here’s a revised version: This app does not replace the current DJI GO app; instead, it serves as an essential companion for owners of Mavic Pro, Phantom 4 Pro, and Inspire 2 drones.

The newly launched app also supports the Phantom 4, with no official statement from DJI on why there are now two versions of their mobile application available.

Diving in, the DJI GO 4 application closely mirrors the existing DJI GO app for both Android and iOS platforms. While up-to-date artwork provides a pleasing start, the options mostly remain unchanged at first glance. As you venture beyond the initial setup, the true potential of your drone unfolds, offering an array of innovative features designed to maximize its capabilities.

DJI has touted two key enhancements in its revamped DJI Go 4 app: near-instant image sharing and refined camera functionality.

When piloting a drone, it’s crucial to consider latency – specifically, when flying with first-person view (FPV) capabilities. Any delay in transmitting the real-time video feed can significantly increase the risk of crashing. DJI’s touted “close to real-time” streaming capability for its high-end drones, such as the Mavic Pro, Phantom 4 Pro, and Inspire 2, amounts to little more than a modest improvement in video transmission speed at this stage. While we shouldn’t diminish the accomplishment, we’ve actually been enjoying near-real-time FPV experiences already.

As darkness falls, a fresh wave of updates is unfolding, enabling seamless transitions from nighttime to daytime broadcasting. We’ll be on high alert for any significant changes in our video streaming services, making adjustments as needed to ensure a smooth experience.

DJI simplifies the process of crafting compelling videos from your aerial captures, offering intuitive tools like customizable music and pre-designed templates within DJI Go 4’s updated features for seamless movie creation.

Despite DJI’s prominent marketing efforts, camera settings require manual adjustments. Allowed adjustments to your digital camera’s settings are now more flexible than ever, enabling you to refine them during actual usage. The sheer volume of drones currently compatible with DJI Go 4’s robust ecosystem makes it clear that these flying cameras are where the focus lies, resulting in a heightened level of digital camera management.

Available for Android devices running Android 4.4 and later. The DJI GO app is now available for download from the Google Play Store at no cost.

Are you among the many who despise the cluttered DJI GO app, seeking a more streamlined experience? We hope that is it.

The VDMA Robotics + Automation Association has appointed a new chairman to lead its efforts in promoting innovation and growth in the industry.

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The VDMA Robotics + Automation Association has appointed a new chairman to lead its efforts in promoting innovation and growth in the industry.

Dietmar Ley, Chief Executive Officer of Basler AG, has been appointed as the new Chairman of VDMA Robotics + Automation.

Dr. Dietmar Ley, Chief Executive Officer of Basler AG in Ahrensburg, Germany, was recently elected Chairman of the VDMA Robotics + Automation Association, a significant appointment within the industry. With Frank Konrad’s three-year tenure as chairman coming to a close at Hahn Automation Group GmbH, the company has appointed his successor, effective immediately.

Since February 2000, Ley has held the position of Chief Executive Officer at Basler AG. He is accountable for driving analysis and growth, fostering innovation, and leading the product enterprise. After earning his doctorate in computer vision, Ley joined Basler in 1993 and was subsequently appointed to the company’s executive administration team in 1996. Prior to this, he had previously worked at Philips GmbH, Siemens AG, and Alcatel AG.

Additionally, Ley explores cutting-edge concepts in imaginative and visionary technologies beyond the organization’s scope. From 2003 to 2018, Dr. [Name] served as a member of the Administration Board for the Machine Vision Division of the VDMA, Germany’s largest federation of vision technology companies. Since 2018, he has been a member of the Administration Board of the Robotics & Automation division of the VDMA.


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As he emphasized, “Robotics and automation hold the key to ensuring Europe’s competitive edge in a globally uncertain landscape, where geopolitics plays an increasingly significant role.” In today’s rapidly evolving landscape, it is crucial that Europe assumes a prominent role in shaping the future of innovation and technological advancement. “We will dedicate our efforts over the next three years to vigorously uphold and expand the position of the European mechanical engineering industry as a global technology and innovation leader in its field.”

At the VDMA Robotics + Automation’s annual Members’ Meeting, Konrad received a distinguished honor for his unwavering commitment to the industry, and was subsequently elected as Deputy Chairman.

a picture of the new board members of the VDMA Robotics + Automation Association

The newly appointed board members of the VDMA Robotics + Automation Association

The company has further disclosed its newly appointed board members:

  • Dr. Dietmar Lück (Chairman), Chief Executive Officer, BASLER AG, Ahrensburg.
  • Frank Konrad, Deputy Chairman and CEO of Hahn Automation Group GmbH in Rheinbollen.
  • Wilfried Eberhardt, Vice-President of Governmental Affairs at KUKA AG, based in Augsburg.
  • Dr. Lars Friedrich – President & CEO of the Division Utility Know-how, Dürr Methods AG, Bietigheim-Bissingen
  • Dr. Horst Heinol-Heikkinen – Managing Companion, ASENTICS GmbH & Co. KG, Siegen
  • Jörg Kipper – Common Supervisor, Festo Vertrieb GmbH & Co. KG, Esslingen
  • Martin Kullmann, Head of Enterprise Line Buyer Services at ABB AG, Friedberg.
  • Ralph Lehelter – Managing Director, MAFU Automation GmbH, Rosenfeld
  • Markus Maurer, Head of the Enterprise Unit for Automation at VITRONIC Machine Vision GmbH in Wiesbaden.
  • Dr. Olaf Munkelt, Common Supervisor at MVTec Software program GmbH in Munich.
  • Cornelia Püschel – Managing Companion, PÜSCHEL Automation GmbH & Co. KG, Lüdenscheid
  • Enno Scharfhuizen, Common Supervisor at Bosch Rexroth AG in Stuttgart.
  • Volkert Spanier – Head of Manufacturing Operations, Epson Deutschland GmbH, Meerbusch
  • Ralf Winkelmann, a seasoned supervisor at FANUC Deutschland GmbH, drives collaboration as the common denominator.

As the largest community group with over 3,600 members, the VDMA is a crucial collective advocate for Germany and Europe’s equipment and tools manufacturing industry. The industry’s unique characteristics are reflected in its extensive financial, technological, and research-oriented collaborations.

The VDMA Robotics + Automation Association (VDMA R+A), a commercial affiliate within the VDMA umbrella, comprises over 400 member companies that supply components and solutions from the realms of robotics, integrated automation systems, and machine vision. This industry-driven platform aims to advance robotics and automation through diverse initiatives and services.

According to the Worldwide Federation of Robotics (WFR), by 2023, the robot density is expected to reach 429 units per 10,000 employees. According to recent statistics, Germany’s robotics industry has experienced a remarkable growth rate of 5% compound annual growth rate (CAGR) from 2018 onwards. Robotic density measures the level of automation adoption in the global manufacturing industry, serving as a key indicator of technological progress and industrial transformation.