Amazon, a leading e-commerce and cloud computing giant, has filed an opposition against Nokia, claiming that the Finnish telecoms company has improperly exploited Amazon’s cloud computing advancements.
A lawsuit was filed in the U.S. District Court for the District of Delaware on July 30, 2024, roughly a year after Nokia took legal action against Amazon regarding video streaming technologies.
Amazon claims that Nokia has infringed on 12 patents related to cloud computing and virtualization technologies. Amazon claims that Nokia’s products, including its CloudBand Infrastructure Software and Nuage Networks Virtualized Services Platform, infringe on Amazon’s patents without authorization.
Amazon’s innovation in cloud computing has been unparalleled, with their pioneering efforts yielding significant advancements. However, Nokia is now allegedly exploiting these breakthroughs without authorization, leveraging Amazon’s patented innovations to further their own endeavors. Amazon seeks unspecified compensatory damages and a court order prohibiting further allegedly infringing activities.
Following Nokia’s October 2023 announcement that it initiated authorized action against Amazon in multiple jurisdictions, including the United States, Germany, India, the United Kingdom, and the European Unified Patent Court. Nokia, a Finnish telecommunications giant, has accused Amazon’s Prime Video streaming platform and various devices of violating its video-related patents.
At the time, Arvin Patel, Nokia’s Chief Licensing Officer for new segments, stated: “Litigation isn’t our first choice.” The vast majority of our patent licensing agreements are resolved amicably.
Amazon’s lawsuit paints a stark picture of Nokia’s drastic shift towards cloud technologies following its collapse in the mobile phone market. To avoid wasting resources, Nokia exited the cell phone manufacturing business in 2014 – an act its board chairman referred to as a “second chance at reinvention” – and shifted its focus to the sale of 5G network infrastructure and related services that it acquired from Alcatel-Lucent in 2016.
Nokia’s lawsuit further alleges that its “novel firm approach” involved exploiting Amazon’s innovative capabilities, including its patented technology, to address challenges faced by cloud service providers.
In response to Amazon’s lawsuit, Nokia stated: “We respect other companies’ intellectual property and expect others to do the same.” We now face a critical challenge as Amazon has lodged a patent infringement lawsuit against us in the Delaware District Court, citing alleged violations of their intellectual property rights. We will thoroughly examine these concerns and mount a robust defence in court.
As digital warfare intensifies, the ascendant role of cloud computing technologies in modern tech landscapes is underscored by their increasing sophistication. In 2006, Amazon Web Services (AWS) pioneered cloud computing, revolutionizing the industry with innovative infrastructure. Today, AWS stands as the world’s leading provider of cloud services, empowering businesses of all sizes across 190 countries. Amazon reports that more than 90% of the world’s largest companies, including nearly all Fortune 100 firms, as well as the majority of Fortune 500 companies, rely on its cloud infrastructure, Amazon Web Services (AWS).
Patents at the center of Amazon’s lawsuit cover a broad range of cloud computing technologies, encompassing digital networking infrastructure, security, performance, and distributed program execution and management.
OpenAI has introduced that it’s beginning to roll out its superior Voice Mode to a choose group of ChatGPT Plus customers.
In line with the corporate, this new mode “presents extra pure, real-time conversations, lets you interrupt anytime, and senses and responds to your feelings.”
Superior Voice Mode was examined by over 100 exterior pink teamers throughout 45 languages.
It was first introduced in Might, and since then OpenAI has been engaged on reinforcing the security and high quality of voice conversations.
When it was first introduced, the corporate acquired backlash as a result of one of many voices, named Sky, sounded similar to Scarlett Johansson. The corporate’s CEO Sam Altman had beforehand reached out to Johansson asking if she would supply her voice (as a nod to the film Her), however she mentioned no. When the voice got here out, nevertheless, it had a transparent resemblance, and her authorized staff began demanding OpenAI reveal how the voice was developed.
“After I heard the launched demo, I used to be shocked, angered and in disbelief that Mr. Altman would pursue a voice that sounded so eerily just like mine that my closest associates and information retailers couldn’t inform the distinction,” Johansson mentioned in a assertion on the time. “Mr. Altman even insinuated that the similarity was intentional, tweeting a single phrase, ‘her’ — a reference to the movie wherein I voiced a chat system, Samantha, who types an intimate relationship with a human.”
Following the backlash, OpenAI took down the voice, which was one among 5 voice choices, the others being Breeze, Cove, Ember, and Juniper. OpenAI says that it partnered with voice actors in 2023 to document the voices, and that the voice actress for Sky was already chosen when Altman reached out to Johansson, and that she would have been recording a sixth voice had she agreed.
The actors had been chosen on various standards, together with actors who had been from numerous backgrounds or multilingual, and a voice that feels timeless, sounds approachable, and is straightforward to take heed to.
OpenAI expects that superior Voice Mode will change into accessible to all ChatGPT Plus customers by the autumn. Extra info on its coaching, security, and utilization will be discovered within the firm’s FAQ web page.
Since the inception, it has been exhilarating to witness the burgeoning diversity of offerings unfolding within. torch ecosystem. What stands out is the sheer volume of challenges people face torchEnhance its computational capabilities; leverage its low-level automated differentiation foundation across specific domains; transplant neural network frameworks; and, ultimately, address fundamental scientific inquiries.
This blog post introduces, in a concise and somewhat subjective manner, one of these products: torchopt. Before we start, let’s acknowledge one crucial aspect upfront: We’re always eager to hear from readers who’d like to share a post about their project or how they apply R-language deep learning frameworks – feel free to reach out and share your story!
torchopt
A novel package deal was conceived by researchers at.
It appears that the package deal’s intention is straightforwardly apparent. torch The software itself shouldn’t – nor should it – implement every newly published, potentially useful optimization algorithm available. Here are the algorithms assembled precisely as the authors wanted to experiment with in their own work. At present, this group comprises a significant number of esteemed members from prominent families including those marked by asterisks (* and **). As the data matures, we can reasonably expect the record to evolve and refine itself.
Here’s the rewritten text:
By showcasing a seemingly mundane feature – the ability to visualize the optimization process for any optimizer and constraint function – I’ll highlight the value this package deal brings to consumers: unprecedented transparency and control over their optimization workflows.
While acknowledging the possibility of alternative approaches, one method in particular catches my attention: ADAHESSIAN, a second-order algorithm capable of scaling effectively with large-scale neural networks. How do its convergence properties compare with those of the L-BFGS algorithm, traditionally available through the optimization library’s base module? torch We’ve had an eventful year or so.
The underlying mechanics that truly govern its functioning.
The utility performs its function in accordance with the query. test_optim(). The single required argument instructs the optimizer to endeavouroptim). However, it appears you will likely need to adjust three additional ones similarly.
test_fnTo override the default behavior and utilize a check in a manner that diverges significantly from its standard operation.beale). You may select from numerous options that are presented to you. torchoptWill you’ll be able to cross off things in your personal planner. In order to conduct a thorough investigation, we will need to specify certain parameters of our search. Firstly, we should pinpoint the exact location or region where our inquiry is focused, as this will greatly streamline our research process. Secondly, we must establish the starting point for our investigation, which could be a specific event, date, or milestone that serves as the foundation for our exploration. (We’ll see that right away.)
stepsTo configure a range of optimisation procedures.
opt_hparamsTo adjust the optimizer’s hyperparameters, particularly the learning rate, which is often referred to as the educational fee in some contexts.
I will utilize this opportunity to effectively leverage my skills. flower() The task is to take action as already well-established in the previously mentioned setup. As the distance between itself and zero decreases, so too does its value approach its minimal. (0,0) However remains undefined on its own.
Right here it’s:
To get an idea of how things appear, just take a quick glance by scrolling down a little. While the plot’s versatility could be leveraged through various iterations, it will remain unchanged for now, with shorter wavelengths corresponding to decreasing performance metrics.
Let’s begin our explorations.
Why do professionals constantly harp on about scrutinizing financial matters?
True, it’s a rhetorical query. While visuals are often paramount in conveying key findings, effectively leveraging data visualization remains crucial to create a lasting impression.
We leverage a widely adopted and effective first-order optimization algorithm, specifically AdamW. The course is priced at its standard tuition. 0.01Let the search algorithm execute for 200 iterations. What drives us forward? (20,20)While exploring the rectangular perimeter?
Optimizing floral arrangements utilizing AdamW’s expertise enables a more streamlined and effective presentation. Setup no. Default studying fee of $200 for a 200-step program.
Whoops, what occurred? There may be some discrepancies in the way we’re generating our random x values and then proceeding to plot them. For instance, what’s happening when x falls outside of this range? Shouldn’t we ensure that our x values are always between 0 and 1? In no way; it’s simply that even after traversing all possible avenues, we’ve merely scratched the surface of what piques our interest.
Consequently, we increase the educational fees by a factor of 10.
Optimizing AdamW’s performance on the floral dataset requires a thoughtful approach to model tuning and hyperparameter adjustment. Setup no. What are you trying to achieve with lr=0.1 and 200 steps?
What a change! With a significant investment of time and effort, the most effective outcome is achieved. It appears that the default setting may have unintended consequences. In reality, the algorithm was fine-tuned to seamlessly collaborate with neural networks, rather than being deliberately crafted to solve a specific challenge.
What happens when we also consider the impact of a higher tuition fee on student learning?
Optimising the floral display with AdamW. Setup no. 3: lr = 0.7, 200 steps.
Optimization tactics that have long been cautioned against suddenly veer wildly out of control before seemingly disappearing altogether. Although seemingly As a substitute, the search will soar to greater distances, constantly repeating its quest.
What lies ahead? What happens when you settle for a supposedly optimal learning fee, but fail to refine your approach beyond 200 iterations? We endeavour to right three hundred as an alternative.
Optimizing Flower’s performance using AdamW. Setup no. What are the learning rates and number of steps in this experiment?
Evidently, the same iterative process is repeated here, albeit with a slower pace due to the lower learning rate.
Can we track how the optimization process navigates and explores the four interconnected petals? After conducting swift experiments, I landed on this result.
By employing the AdamW optimizer and a learning rate of 0.1, the flower’s performance in minimizing is facilitated through successive “explorations” of its delicate petal structures. Steps (clockwise): 300, 700, 900, 1300.
Why should anyone crave anarchy to craft an extraordinary narrative?
What drives optimization in deep learning? The answer lies with ADAHESSIAN, a second-order optimizer that boosts the performance of your neural networks.
On one algorithm I’d like to examine in detail. After conducting some initial learning rate experiments, I successfully achieved excellent results within just 35 iterations.
Minimizing flower performance with Adahessian is crucial to achieve optimal results. Setup no. Learning rate set to 0.3, number of epochs set at 35.
Given our recent experiences with AdamW, it’s unclear why it hasn’t met expectations; if that’s the case, a thorough comparison with AdaHessian might be warranted. What happens if we continue optimising moderately for another 200 iterations?
Optimizing floral arrangements with ADAHESSIAN techniques? Setup no. 2: lr = 0.3, 200 steps.
While AdamW and ADAHESSIAN’s work shares similarities with AdamW in terms of their exploration of floral patterns, they distinctly maintain a minimalist approach, focusing on the delicate nuances of the petals.
Is that this shocking? I wouldn’t say it’s. The algorithm’s tuning focuses on effectively processing massive neural networks, rather than revamping conventional, manually crafted minimization processes.
We’ve now repeatedly confronted the assertion that a conventional second-order method effectively tackles this elevated challenge. It’s high time to reexamine the efficacy of L-BFGS in various contexts.
What are the key lessons from an algorithmic masterclass? The Limited-memory BFGS (L-BFGS) optimization technique remains a stalwart in modern machine learning, despite being introduced over three decades ago. Its enduring popularity stems from its ability to balance computational efficiency with convergence speed.
The L-BFGS method, initially developed by Yu and Lowe in 1995, capitalizes on the idea that computing the exact Hessian matrix is often too computationally expensive for large-scale optimization problems. By instead approximating the Hessian using a limited number of past gradient evaluations, L-BFGS achieves impressive speedup while maintaining decent convergence properties.
In this article, we revisit the fundamental principles and design choices behind L-BFGS, examining its strengths, limitations, and notable applications in machine learning. We also explore recent advancements and variations that have further refined this classic algorithm.
What can we learn from the L-BFGS’s success?
To make use of test_optim() With L-BFGS, we need to take a small detour. For individuals familiar with the concept, you may recall that when using this optimizer, it is crucial to encase each iteration’s decisions within closures for the check performance and gradient analysis. The reason is that each instance should be callable multiple times per iteration.
As a niche application, L-BFGS’s utilization appears limited among professionals. test_optim() With all due consideration, it is only a matter of time before the benefits of such a performance agreement become apparent, rendering it an astute decision in hindsight. The modifications were straightforward, allowing me to quickly complete the on-off check by copying and adapting the necessary code. The outcome, test_optim_lbfgs()A hidden treasure is unearthed within the ancient ruins.
When selecting the approach, we consider that L-BFGS possesses a unique concept of iterations compared to other optimizers; this implies it can refine its search multiple times within each step. From our previous experiences, we have learned that a minimum of three iterations is sufficient.
Minimize the objective function using Limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS) algorithm. Setup no. 1: 3 steps.
At this juncture, I intend to adhere to my principle of exploring the consequences of “too many steps.” (This time, however, I have compelling reasons to believe that no significant events will transpire.)
Optimize the flower arrangement using Limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS) algorithm to minimize performance. Setup no. 2: 10 steps.
Speculation confirmed.
And so, this marks the conclusion of my whimsical and impressionistic prelude to torchopt. While I’m grateful for your consideration, I think it’s clear that this package offers long-term value, making it worth keeping an eye on for future development. Thank you for studying!
Appendix
Loshchilov, Ilya, and Frank Hutter. 2017. abs/1711.05101. .
Yao Zhewei, Amir Gholami, Sheng Shen, Kurt Keutzer, and Michael W. Mahoney. 2020. abs/2006.00719. .
According to Roee Kashi, co-founder of ASX-listed Elsight Ltd, Defence and Homeland Security authorities are leveraging business communications options to swiftly enable drones to fly critical missions beyond visual line of sight (BVLOS) and maintain connectivity, thereby avoiding signal loss.
Mr. Kashi credited Elsight’s Halo drone connectivity solution, widely recognized for its innovative approach, with achieving remarkable success among military and homeland security authorities in just six months, thanks to its unparalleled combination of affordability, compact size, and power efficiency.
Mr. Kashi observed that it’s logical to find that successful strategies in the business world can prove highly valuable in a defensive context.
During a webinar at AUVSI, Elsight’s CEO, Mr. Kashi, announced an 83% surge in revenue for the first half of 2024 compared to the same period in 2023, solidifying the company’s position as a premier provider of innovative solutions for global homeland security and defense markets.
Halo is a patented technology enabling beyond-visual-line-of-sight (BVLOS) drone operations by integrating LTE, 5G, and satellite connectivity, gaining traction in cutting-edge drone products across Europe, the USA, Australia, and other regions.
Army leaders are increasingly seeking guidance from the business sector when faced with pressing national security concerns that demand swift and innovative solutions.
“Military forces are leveraging commercial technologies to operate with greater flexibility and secrecy on the battlefield, shielding their most sensitive capabilities from potential adversaries.”
Elights’ CEO Yoav Amitai reported that during the first half of 2024, the company remained successful in securing contracts with both the defense and homeland security industries.
“Elsight’s Halo solution has been widely endorsed by the industry for its pivotal role in maintaining seamless communications during tactical operations, with numerous defense organizations citing it as a key enabler.”
During the latest quarter’s defense procurement, Lockheed Martin partnered with Elsight to integrate the Halo platform into its Indago4 quadcopter.
The corporation achieved significant successes in the business arena.
ACSL, Japan’s leading drone manufacturer, has selected Elsight’s Halo technology to enhance the connectivity and data transmission capabilities of its logistics-focused unmanned aerial vehicles (UAVs).
Event38 and AviSight introduced the number of Elsight’s Halo in its inspections of enormous Oil & Gasoline pipelines within the US.
Governments in the United States, Europe, and Asia had recently made significant investments in drones and their components, according to Mr. Amitai.
Drones are increasingly assuming crucial military roles in conflict zones in Ukraine and the Middle East, as well as homeland security, providing vital situational awareness to authorities by offering real-time aerial surveillance.
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Robotic technology holds the potential to revolutionize dental care by delivering unparalleled speed and accuracy in various procedures. | Credit score: Perceptive
Perceptive yesterday successfully completed the world’s first completely automated dental procedure on a human being using its advanced robotic technology.
The Boston-based company has leveraged its cutting-edge expertise by combining advanced synthetic intelligence, state-of-the-art robotics, and unparalleled superior imaging capabilities. It aims to establish a brand-new standard in.
To date, Perceptive has secured funding of $30 million. Buyers enthusiastically adopt PDS Well-being under the guidance of Dr.
Investors in Ed Zuckerberg’s portfolio include Innospark Ventures, KdT Ventures, Primavera Capital, Plaisance Capital, and Y Combinator, among others.
The corporation’s dental system leverages AI-powered 3D imaging technology in conjunction with a robotic arm. The technology claims to enable precise and swift dental treatments through its robotic system, initially focusing on restorative dentistry applications.
The perceptive company notes that its proprietary system is capable of fulfilling duties comparable to those typically required for crown placements within a mere 15 minutes. Crown placements currently necessitate a minimum of two on-site visits, each lasting at least an hour, to achieve success.
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Robotic systems leveraging artificial intelligence (AI) now utilize three-dimensional data to gain a profound understanding.
Perceptive’s AI-powered robotics system leverages 3D volumetric data to facilitate early and accurate diagnoses through enhanced diagnostic and therapy planning capabilities. Using its proprietary handheld intraoral scanner, the company initiates the process by performing optical coherence tomography (OCT) scans of the affected individual’s tooth and mouth.
The scanner captures three-dimensional photos below the gum line, through fluids, and below the tooth’s floor. Patients can also benefit from visualizing their oral conditions through these photographs, enabling them to better understand their needs.
Using advanced AI-driven algorithms, the system efficiently and accurately plans the 3D knowledge exploration process, as described by Perceptive. Through automation of procedures, this expertise enables delivery of exceptionally high-quality patient treatments in a significantly reduced timeframe.
Perceptive’s innovative system notably decreases the requirement for manual intervention, thereby minimizing the likelihood of human mistake.
“We’re thrilled to pioneer the world’s first fully automated robotic dental procedure,” said Dr. Chris Ciriello, Founder and Chief Executive Officer at Perceptive. “This groundbreaking medical innovation significantly elevates the accuracy and efficiency of dental treatments, thereby broadening access to high-quality dental care for a more equitable patient experience and superior clinical outcomes.”
The article was syndicated from a sibling website.
Entrepreneurs thrive by identifying and capitalizing on the challenges facing potential clients, leveraging these insights to drive innovation and growth. As the pace of innovation accelerates, the entrepreneurial capacity to develop creative solutions and execute them effectively has become more crucial than ever before? Mastering these key actions helps organisations thrive and stay healthy in the face of evolving market demands.
Entrepreneurs drive innovation by identifying and addressing potential pitfalls through meticulous research, precise problem definition, and data-driven evaluation, further refining solutions through collaborative input from valued customers. Persistent problem-solving demands unwavering determination and resilience.
Let’s examine the entire eight-step method of artistic problem-solving:
By intuitively grasping, predicting, and seeking out customers’ needs and wants, staying abreast of societal shifts, technological advancements, and potential for growth, we can uncover opportunities to develop innovative products and services. As more companies take a cautious stance, people and firms alike are increasingly hesitant to venture into unfamiliar territory. These leaders and groups operate within “fuzzy” conditions.
Gathers nuances surrounding ambiguous context without predetermining significance. Far too many entrepreneurs embark on ventures without thoroughly considering all the diverse facets of a problem they’re attempting to resolve. A skilled reality seeker eschews hasty conclusions, meticulously scrutinizes answers from diverse perspectives, actively absorbs and respects alternative insights, pursues concealed facts with diligence, and demonstrates an unwavering willingness to pose straightforward inquiries. Recognizing what’s acknowledged is equally crucial to determining what is perceived or deemed recognized. Only after a while do people typically worry about choosing the most relevant details.
Crafting lucid, incisive problems from a few pivotal details. The challenges reveal the instructions for the available options. Entrepreneurs with expertise can devise innovative approaches to showcase their unique perspectives? To thoroughly tackle an issue, they will first expand its relevance by inquiring about the underlying purpose driving its resolution and subsequently narrow its focus by examining the hurdles hindering a swift fix. Individuals craft innovative approaches to reframing challenges until a vantage point is established from which to progress.
Develops a broad spectrum of approaches to mitigate a specified challenge. Are never satisfied with just one great idea, and instead continually strive to uncover more. These individuals are adept at constructing and completing complex concepts from diverse perspectives. Radical ideas once deemed impossible may be transformed into innovative and feasible alternatives. A selected few of these extras are chosen for further analysis and potential optimization.
includes modifying selected notions into practical choices. Entrepreneurs possessing expertise in analysis and choice carefully consider numerous benchmarks to ensure an objective examination of concepts. They eschew hasty judgments by focusing solely on a single factor or veiled motivations, instead opting for a more nuanced and informed decision-making process. While fascinating ideas emerge, flawed options require further refinement and meticulous evaluation to unlock their full creative potential.
Develops specific movement protocols that ultimately lead to successful execution of a strategy. Experts in motion planning recognize the importance of setting clear, achievable goals that incentivize individuals to adhere to the plan, thereby driving success. Within the entrepreneurial realm, Step 6 launches the process of bringing the solution to the market.
Understanding that even the most brilliant ideas can be derailed by reluctance to adapt? Experts develop strategies to illustrate the benefits of a particular solution for an individual, highlighting how it can address their needs, while also identifying potential drawbacks and outlining mitigation approaches. Strategies will be developed to secure legitimacy and credibility among diverse stakeholders through deliberate communication efforts. With a well-designed efficient process, companies can significantly increase their chances of securing market acceptance at launch time.
Carrying out actions in accordance with a pre-established motion plan, while consistently refining and updating it as challenges arise, to ensure swift and effective implementation. Entrepreneurs skilled at maintaining momentum successfully sidestep getting bogged down by insignificant details and minor hurdles en route to bringing their vision to life. While they may disregard imperfect alternatives, recognizing that innovative solutions can also undergo continuous refinement and improvement is crucial (the microwave’s evolution being a prime example). Entrepreneurs driven by motion understand that refining their approach is crucial, as they continually seek out and adopt more effective strategies for building success over time.
As a consequence of innovative progress, a new paradigm emerges, marking the beginning of a fresh cycle with an inherent ninth stage, poised to launch the next iteration of growth. As each resolution implemented yields a cascade of fresh challenges, buyer demands, opportunities for refinement, and competitive countermeasures. The entrepreneurial drive propels this continuous cycle of growth and development.
Are you considering what smartphone to buy next? However, there are now more options than ever before, and many companies are producing exceptional smartphones with impressive feature sets at similar price points. The decision-making process isn’t always straightforward. If you’re certain that an iPhone is the right choice for you, then your decision-making process will be more straightforward. For those who’re a discerning Android user, you’ll enjoy a wider array of options to choose from and additional queries to ponder before making a purchase. As a seasoned authority at Engadget, we continuously evaluate smartphones, having scrutinized numerous models over the years; thus far, our top recommendations for 2024 remain unchanged from last year’s lineup, with the Samsung Galaxy S22 Ultra and Google Pixel 7 Pro occupying the top slots. Here are the top smartphones of 2023: Should You Buy a Samsung Galaxy S24?
Android or iOS?
When searching for the most suitable smartphone, it becomes apparent that each operating system has its unique strengths and weaknesses. Within Apple’s cohesive environment, transferring data between iPhones, iPads, and Macs is remarkably effortless, thanks to the seamless integration of devices that enables smooth sharing of information and effortless handing off of phone calls or music from one device to another. While you’re simultaneously secured, you’re actually limited by the fact that messaging services like Apple Messages aren’t universally available across various platforms.
Android offers a significantly broader range of handsets from prominent manufacturers such as Google, Samsung, and Sony, among others. While Android phones do not benefit from the same magnitude of software support and often have lower trade-in values. There is no flawed response. When choosing a phone, consider how it will integrate with your existing devices and overall ecosystem? Unless you’re thoroughly disenchanted with one operating system and eager to learn another, it’s unlikely that switching from an iPhone to an Android phone (or vice versa) makes a great deal of sense – especially when everyone else in your household uses the same platform?
Cameras
As your primary digital camera and cellular phone often perform a dual function, selecting the right photographic equipment is crucial. Today, nearly every smartphone is capable of capturing stunning images with vivid color. If you’re after a prolonged optical zoom, you’ll likely need to upgrade to a more expensive device.
Typically, smartphones solely feature two rear cameras: a primary wide-angle lens and a secondary ultra-wide digital camera; however, they may often struggle in low-light conditions. Every smartphone manufacturer offers distinct customization options that cater to individual tastes, with Apple introducing four unique color profile presets on its latest iPhones, while Google’s Pixel 8 boasts innovative tools such as dedicated long exposure and Motion Pan modes, empowering users to tailor their experiences.
Why choose between cutting-edge connectivity options when you can have both? The future of wireless technology is all about speed and capacity, with mmWave 5G offering blazing-fast data transfer rates and Wi-Fi 7 promising even faster speeds with reduced latency. As the digital landscape continues to evolve, having both on your devices means staying ahead of the curve – whether that’s for gaming, streaming, or just plain old connectivity.
In 2024, many phones will boast Wi-Fi 6 or Wi-Fi 6e capabilities, along with support for various 5G connections. To achieve the fastest Wi-Fi speeds available, however, comes at a premium. On certain networks, mmWave 5G enables gigabit-level download speeds, significantly reduced latency, and increased bandwidth. However, mmWave 5G’s added requirements for more delicate (and costlier) modems imply that support is typically lacking in cheaper devices, including the unlocked model of the flagship.
While mmWave 5G technology is impressive, its availability is limited compared to other 5G variants. Depending on your location and network provider, you may not be missing out on much if you buy a phone that doesn’t support mmWave capabilities at this time? Wi-Fi 7 has a similar situation as it’s available on select high-end devices, such as the Samsung Galaxy S24, but harder to find on more affordable smartphones? While Wi-Fi 7 demands support for millimeter wave (mmWave) 5G and Wi-Fi 7 itself, it’s not a decisive factor in purchasing a new phone unless you have a specific use case or are familiar with its benefits, making mmWave 5G or Wi-Fi 7 shortcomings less of an issue.
Different options to contemplate
Due to varying opinions on the most effective smartphone, it’s advisable to consider additional specifications that may be crucial to your preferences. Gamers will undoubtedly appreciate the enhanced gaming experience offered by smartphones such as the Samsung Galaxy S23 and Apple iPhone 15 Pro, which feature impressive 120Hz refresh rates. If prolonged battery life is crucial, consider opting for a larger iPhone model or an Android device featuring a battery capacity of approximately 4,000-5,000 mAh. Meanwhile, managing multiple devices can be smoother with a phone that supports wireless reverse charging, a feature found in some Samsung models, enabling power sharing with compatible wearables like the Galaxy Watch.
Photography by Cherlynn Low/Engadget
What’s the phone’s display size? Up to 1 terabyte of storage available? Does it feature twin eSIM capabilities? Approximately how long does its battery last on a single charge?
Though seemingly minor, these alterations can have a profound cumulative impact, exceeding the sum of their individual parts. The iPhone 15 Pro Max’s more compact and lightweight titanium design makes it an attractive option for many consumers for the first time. Although it no longer exudes the sharpness and heft of a weapon, this device still boasts one of the longest-lasting batteries commercially available.
The flagship-quality smartphone features a newly designed 5x telephoto lens, enabling it to rival top-of-the-line Android devices that have long incorporated zoom capabilities. While Apple may not surpass its competitors in terms of picture quality, it has certainly narrowed the gap; both the Pro and Pro Max models feature impressive cameras. With state-of-the-art portrait results and advanced enhancement tools, photos are significantly improved regardless of whether you’re capturing distant subjects or something right in front of you?
Each fashion now features the brand-new Motion Button and USB-C charging, the latter being particularly noteworthy as it will likely become even more important in the future when the world is expected to abandon Lightning connections altogether? The Motion Button skillfully repurposes the typically idle mute slider, offering the flexibility to assign a frequently employed shortcut to it, thereby enabling swift access to frequently used features such as the camera, flashlight, voice recorder, or magnifier. By offering various configurations of the Motion Button, you’re making it significantly more valuable to others than simply having an on/off switch for muting your phone.
This year’s A17 Professional chip boasts exceptional performance, with its six-core GPU enabling console-quality gaming and accelerating ray tracing for photorealistic lighting effects. Later this year, users will have access to features such as and in the iPhone 15 Pro and Pro Max, with early 2024 updates expected for these models. You’ll also receive a second-generation, extremely wideband chip for enhanced precision object location, as well as reversible USB charging capabilities that enable you to power up your devices when needed.
When considering these options collectively, the iPhone 15 Pro and Pro Max stand out not only as significant upgrades over their predecessors, but also as two of the best phones on the market today.
The new ProMax series is designed to be even more portable, weighing in at a mere 1.5 kg and boasting a compact design that makes it easy to slip into your bag or backpack.
Helpful zoom cameras
USB-C: The Future of Connectivity Is Here Now
Lengthy-lasting battery
Can reversible charging via USB-C eliminate the frustration of misaligned connectors and lost productivity?
The motion button can be tricky to execute effectively on larger smartphones.
Boring colours
Photography by Sam Rutherford/Engadget.
6.2-inch display | Up to 256GB storage capacity | Supports 1x nano SIM and 1x eSIM | Lasts up to 20 hours
The last two generations of Pixels delivered immense value by harmoniously integrating practical features with robust hardware. Despite this, Google has made significant strides with its latest Tensor G3 chip, enhanced displays that shine brighter, improved cameras, and an array of practical AI tools. The peak brightness has increased to 2,000 or 2,400 candelas, dependent on the mannequin used, while still delivering realistic colors. Compared to last year’s devices, we’re now witnessing a substantial 20-25% enhancement in battery life.
The Pixel 8’s cameras are capable of absorbing additional light, resulting in even more vivid and high-quality images and videos. With the advent of innovative tools like Finest Take and Magic Editor, photographers now have a plethora of ways to craft the perfect image. With its newly acquired skills, such as enhanced voice-to-text accuracy, the ability to summarize or read out new articles, and text-proofing capabilities, the Google Assistant has become even more successful. However, what’s more notable is Google’s commitment to seven years of software support, a promise that surpasses many of its Android counterparts, solidifying the Pixel 8 and Pixel 8 Pro as a long-term investment for users.
New Actua show
Genuinely helpful AI options
Tensor G3 chip
Longstanding expertise in software development.
$100 greater than earlier mannequin
David Imel for Engadget
Up to a 6.1-inch display | Storage: up to 512GB | Connectivity: 1 x nano SIM and twin eSIM | Battery life: up to 13 hours
We initially decided on a price point of $429, but investing an additional $170 in the iPhone 13 yields significant enhancements. Notably distinct is its significantly less antiquated design, boasting flat sides, advanced Face ID technology, and a seamless edge-to-edge display. The 6.1-inch OLED panel significantly outdoes the SE’s 4.7-inch LCD display in terms of size, yet the device as a whole remains only 0.33 inches taller and marginally thicker overall. That show is far healthier in its approach – brighter, sharper, and even more vivid and robust as well?
The iPhone 13 also shines when compared to the SE, boasting double the starting storage capacity at a generous 128GB. The 13-series camera features a sophisticated dual-camera setup, bolstered by an exclusive ultra-wide-angle lens dedicated to capturing expansive vistas and unique perspectives. At the entrance lies a cutting-edge selfie digital camera capable of capturing high-definition 4K video. Battery life is longer, too.
Fashionable design
Digital cameras’ efficiency has remained consistently strong across many applications.
What specific models are you referring to? The ones that are top of the line in terms of performance? In that case, the new Intel Core i9 processors offer remarkable processing power.
Two generations previous
Lightning port
60Hz refresh fee
No telephoto lens
Photography by Sam Rutherford/Engadget.
6.1-inch display | Up to 256GB of storage | Dual-SIM support (1x nano SIM, 1x eSIM) | Up to 20.5 hours battery life
The Google Pixel lineup’s A-series models have long been regarded as top-tier midrange smartphones. With the integration of a Tensor G3 chip, the device leverages the same powerful and versatile AI capabilities found in Google’s flagship phones, complemented by excellent cameras, a stunning 120Hz OLED display, and impressive battery life. This innovative device also features practical conveniences such as IP67-rated resistance to dust and water, as well as slow but reliable 7.5-watt wireless charging via Qi technology. However, most notably, starting at $499, this premium option stands out as one of the finest choices currently available.
Colourful 120Hz OLED show
Robust battery life
Glorious cameras
Nice worth
Gradual wi-fi charging
Thick bezels
Photography by Sam Rutherford/Engadget.
Specifications: • Screen size: 6.7 inches • Storage capacity: Up to 1 TB • Connectivity: Single nano SIM and a single eSIM • Battery life: 21 hours
With a cutting-edge suite of sensors and a trifecta of cameras featuring a 50-megapixel primary sensor, a 48-megapixel ultra-wide lens, and a 48-megapixel telephoto camera with a 5x zoom capability, this device captures images that are sharper and more detailed than ever before. With the addition of Google’s renowned HDR+ processing, exceptional Evening Sight mode, and innovative features like Motion Pan, this smartphone empowers users to capture top-notch photos in almost any scenario. What truly elevates the Pixel 8 Pro to new heights is its cutting-edge arsenal of AI-driven editing tools. Finest Take enables individuals to curate their best expressions from multiple photos, ensuring a uniquely personalized result. As you wait, Magic Editor simplifies the process of eliminating distracting elements, reorganizing your content, or transferring issues around, with AI-powered assistance that seamlessly fills gaps. The Audio Magic Eraser for videos can significantly reduce ambient noise caused by wind, visitors, or other external sources, resulting in a more professional-sounding recording. With its cutting-edge hardware and sophisticated machine learning tools, the Pixel 8 Pro offers a comprehensive package for photography enthusiasts and videographers alike.
New Tremendous Actua show
Genuinely helpful AI options
Tensor G3 chip
Seven decades of software program heritage.
New temperature sensor
A lot improved battery life
Configs now scale to occupy up to a massive 1TB of storage.
$100 greater than earlier mannequin
Setting up Face Unlock requires some effort.
Photograph by Sam Rutherford/Engadget
7.6-inch (primary) and 6.3-inch (folded) displays | Up to 1 terabyte of storage | 1 x nano SIM and 1 x eSIM support | Up to 23 hours of battery life
While some may have anticipated more dramatic design overhauls, Samsung’s Galaxy Z Fold2 remains an exemplary embodiment of a high-end, feature-rich foldable smartphone, showcasing its impressive versatility and adaptability. The latest device features the innovative Snapdragon 8 Gen 3 processor, which boasts enhanced energy efficiency and improved power management capabilities. Its sleek, lightweight yet remarkably durable Enhanced Armor Aluminum casing is also noteworthy, offering a substantial reduction in weight while maintaining impressive sturdiness. The Galaxy S22 Ultra boasts an innovative ultra-wide angle camera sensor, in addition to an array of AI-driven features strategically placed throughout the device. The Z Fold 6 remains one of the rare foldables equipped with native stylus support, requiring an additional investment in one of Samsung’s S Pens. While a significant draw is undoubtedly the increased price tag of Samsung’s latest flagship, which now retails for a staggering $100 more than its previous model.
Tremendous vibrant and colourful show
Even lighter chassis
Nice battery life
Native stylus help
Significantly pricier than its predecessors?
The Galaxy S21 Ultra is a flagship smartphone that boasts impressive cameras, with features like 108MP main sensor and 40x space zoom.
S Pen not included
Charging speeds might be sooner
Photography by Mat Smith/Engadget
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Up to a 6.7-inch primary display and a compact 3.4-inch entrance screen; storage options include up to 1TB; features one nanoscale SIM card and one eSIM; battery life reaches approximately 23 hours.
Featuring an advanced digital camera and significantly enhanced power supply with a larger battery than its preceding model. The new Galaxy flip phone becomes an irresistibly enticing option amidst competing flagship devices, driven by just these two specifications. With the jump from a 12-megapixel to 50-megapixel digital camera, you gain the flexibility to choose whether to capture more detail or crop in for a successful digital zoom. The entrance display offers ample space to frame your selfie photographs, featuring an innovative Auto-Zoom function that effortlessly captures unsupervised group shots with precision. The pictures are enhanced by Samsung’s advanced AI photography refining tools, making them significantly easier to utilize.
The Samsung Galaxy Z Flip 6 boasts a potent Qualcomm Snapdragon 8 Gen 3 processor, rendering it equally impressive in performance to the S24 Ultra and Z Fold 6. Revealing the primary display’s full capabilities will unveil a radiant experience, boasting an unparalleled brightness of up to 2,600 nits. Samsung claims its latest foldable display is the brightest yet, designed to provide an enhanced viewing experience both indoors and out.
While the design has undergone minimal changes, the focus on cutting-edge AI software and techniques comes at a cost: reduced cover display functionality; however, it still retains its portability, remaining the most widely adopted foldable device to date.
Higher cameras
Longer battery life
Enjoyable generative AI methods
Dearer than its predecessor
The design is akin to a culmination of past experiences.
Restricted front-screen utility
Sluggish charging
Different smartphones we have examined
Samsung Galaxy S24 Extremely
Samsung’s latest flagship smartphone boasts an ultra-durable titanium frame, a significant boost in performance courtesy of the powerful Snapdragon 8 Gen 3 processor, and a substantial extension in battery longevity. The corporation refined its premier telephoto lens to boast a 5x optical zoom, rendering it more practical in a broader range of situations. Despite offering significant advancements, the most substantial improvement comes in the form of a comprehensive suite of AI tools, featuring the capacity to review written content, modify images, and transcribe audio files with ease. By integrating the industry’s best smartphone app with an integrated stylus, you’d create a genuinely impressive top-of-the-line mobile device. Regrettably, the S24 Extremely’s hefty price tag of $1,300 makes it inaccessible to all but those fortunate enough to possess deep financial reserves.
OnePlus 12
While the device may not have been able to surpass the latest Pixel in terms of overall performance, its impressive specifications at an affordable price make it worth noting. With lightning-fast performance from its Snapdragon 8 Gen 3 processor, a stunning 6.8-inch, 120Hz OLED display that offers crisp visuals, and an impressive battery life that surpasses expectations in the smartphone realm, this device truly stands out. OnePlus also introduced support for wireless charging for the first time in several generations, along with a respectable but not exceptional IP65 rating for dust and water resistance. Despite its massive digital camera module resembling an awkward appendage, the device produces unexpectedly crisp images. While a starting price of $800 stands out as the most significant advantage, the OnePlus 12’s value proposition lies in its $200 price discount compared to the Pixel 8 Pro and similarly equipped S24+.
FAQs
What features are essential to you in a smartphone?
When choosing the best smartphone, it ultimately depends on how you plan to use your device? Today’s top smartphones excel at delivering the basics flawlessly – effortless calling, seamless texting, and reliable internet access. If your smartphone has become an indispensable companion, you may find yourself considering investing in a top-of-the-line device that can meet your evolving needs and preferences. Will this investment yield better overall performance, cutting-edge camera technology, and a phone that will last for several years? If you’re not dependent on your phone for every aspect of your life, you may be able to find a balance between performance and cost by opting for a capable device that doesn’t break the bank.
The cost of a smartphone varies widely depending on factors such as brand, model, storage capacity, and operating system. Budget-friendly options like refurbished or older models can start around $100-$200, while high-end flagships with advanced features can cost upwards of $800-$1,000. On average, the price range for most smartphones is between $300-$600.
Smartphones’ prices range from around $300 to upwards of $1,500. While affordable smartphones often sacrifice some features to stay budget-friendly, they typically make compromises on overall performance, design, camera capabilities, and additional features to keep costs in check. While high-end smartphones may boast powerful processors, advanced camera systems, and innovative form factors such as flip or fold designs, While many people can find a phone that meets their needs within this wide price range, our research suggests that most top-notch smartphones currently available cost between $500 and $1,000.
With a smartphone in hand, you’re capable of doing everything from checking your email and browsing the internet to taking stunning photos and editing videos.
Smartphones are essentially miniature, portable computing devices that enable users to perform tasks such as checking email, browsing social media, viewing map directions, making contactless payments, and more. Beyond the basics such as placing phone calls and sending texts, we expect modern smartphones to offer a wide range of capabilities. Smartphones’ impact on compact cameras has been profound, thanks to their high-quality, built-in cameras and the fact that many smartphones are now just as portable – if not more so – than dedicated compact cameras.
How lengthy do smartphones final?
Smartphones are lasting for many years, and people are holding onto them for longer periods of time than they used to. Software programme updates and battery performance are crucial factors influencing a mobile device’s lifespan, with both having a significant impact on overall reliability. Apple guarantees five-year price protection for software programme updates on its latest iPhones, mirroring Google’s commitment to providing identical support for its Pixel phones. Samsung phones will receive four years’ worth of Android updates from their initial release date. As your phone ages, its charging speed and battery life may decline due to consistent use and recharging.
According to Logitech CEO Hanneke Faber, the company is developing a “perpetual” mouse that would require a recurring subscription fee for standard software updates.
While there are currently no plans to introduce this product, Faber discussed the concept during a recent conversation with Nilay Patel. Logitech’s innovation team in Ireland formally designated Faber as an “endless mouse,” specifically engineered for prolonged and reliable usage over several years. This ergonomic mouse is slightly denser than its standard counterparts, boasting cutting-edge software and continuous updates from reputable developers.
On the contrary, during my visit to Ireland’s innovation hub, a team member drew an analogy between a mouse and a watch, likening its endless scrolling nature to a timepiece’s perpetual motion. I’m not looking to splurge on a luxury timepiece, but I’m willing to hold onto this decent watch with great fondness. What could motivate you to discard a superior, expertly crafted mouse with cutting-edge technology integrated into its design? The elusive “without end” mouse: a puzzle that must be addressed.
Logitech aims to enhance the lifespan of its products by introducing premium upgrades that remain compatible with future updates. While a one-time purchase approach for mice may be appealing, the reality is that continuous software program updates require a sustainable funding model to ensure ongoing development and support.
Patel asked Faber if she could “envision a subscription-based mouse” and received the cryptic response, “presumably”. Undeterred, Faber elaborated that clients would never have to worry about their mice again, mirroring Logitech’s approach to video conferencing services.
Upon being asked if Logitech had an alternative model for monetization beyond subscription fees or advertising, Faber replied no, and expressed intrigue at the prospect of a perpetual mouse accompanied by a business model centered on software updates.
We continue to persevere in recycling and refurbishing products. All of that’s good. Although that concept has sparked my curiosity, I envision transforming the idea into a sustainable business model by developing innovative software solutions for seamless, boundaryless communication.
During the interview, Faber noted that customers can trade in their old mouse for a newer model at the store, reminiscent of the company’s Upgrade Program.
The perpetual mouse, perpetuating a cycle of sustainability: this mouse can be maintained by users who receive software updates without end, yet also serves as the mouse that’s simply returned to retailers like Best Buy for refurbishment and resale, presenting another revenue stream. While we’re starting to explore this concept, albeit tentatively, our efforts are nowhere near the scope we would ideally like them to be on.
According to Faber, customers typically invest around $26 per mouse or keyboard, a seemingly low figure for items used daily. She noted that this presents an opportunity to add value by improving productivity and maximizing returns on these essential products.
The new smartphone, which was officially launched on July 10, hit store shelves last week alongside its predecessor. Now’s the opportunity to put the ruggedness of the newly released Fold6 to the test, as well as, by now, you’re probably aware of what that entails. It’s likely that the device will be subjected to rigorous testing, which may include scratching, burning, and bending, as part of Zack’s trademark testing protocol on his YouTube channel. JerryRigEverything. After all that, despite everything, it will gradually take its place.
What are its capabilities really? The inner display of the Fold6 still features a plastic lining, making it more susceptible to scratches than the outer screen. The body’s primary material is indeed aluminum, with the exception of the carefully crafted antenna cutouts. The internal display screen has a surprisingly short lifespan, lasting just about 25 seconds when exposed to the heat from a lighter before the plastic begins to melt and the pixels ultimately go dark?
Adding sand to the hinge results in a range of unpleasant grinding sounds that can undermine confidence in its durability over time. When subjected to bending, the Fold6 remains flexible without snapping or cracking, a testament to its durability and resilience.
As the unexpected turn unfolds, Zack’s actions don’t stop there – he also seizes the phone, resulting in a puff of smoke emerging from the ribbons connecting the display screen. Despite the phone’s surprisingly functional state without its internal screen, Zack continues to prod and probe until every component is fully dismantled.
If you’re interested in learning more about the Galaxy Z Fold6 while it’s in operation, please make sure to.
Meta’s AI aspirations received a significant boost from its massive WhatsApp user base of over 500 million in India.
Susan Li, Meta’s chief financial officer, revealed on Wednesday that India has emerged as the most crucial market for leveraging Meta AI capabilities, marking a significant achievement mere months after the product’s Indian debut.
During Meta’s second-quarter earnings call, Li emphasized that users have made billions of queries on Meta AI since its inception.
“We’re witnessing encouraging signs of retention and engagement on WhatsApp, a development that aligns with India’s emergence as our largest market for Meta AI adoption.”
In 2021, Meta launched Meta AI, a cutting-edge technology currently integrated across its entire ecosystem, including Instagram, Facebook, Messenger, WhatsApp, and the internet. The corporation upgraded its chatbot in April, deploying the latest Llama 3 model across more than a dozen countries.
While Meta was testing its new system, it didn’t do so until after India’s general elections had concluded.
The corporation has faced cultural hurdles in adapting its AI strategy to effectively resonate with the Indian market. According to TechCrunch, in 2022. In July, several X customers voiced concerns that Meta adjusted its algorithm to address inconsistencies by introducing a new stage of accountability for religious humor.
Meta AI is now available in 22 countries, including Argentina, Chile, Colombia, Ecuador, and Mexico, following its recent expansion into these markets.
Mark Zuckerberg noted that training the next-generation LLaMA model requires an estimated tenfold increase in computational resources.
According to Zuckerberg, “The computational requirements needed to train Llama 4 are expected to be approximately 10 times more substantial than those required for Llama 3, with future models continuing to surpass this threshold.”
Meta saw encouraging signs for its social media platforms beyond AI developments. The fashion giant boasts a staggering 200 million virtual customers for its brand, Threads. Meta recently announced that. Zuckerberg noted that Facebook is witnessing encouraging results of its usage among young adults in the US.
