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Startups seeking financial guidance often face a crucial decision: whether to hire a monetary adviser or an accountant. While both professionals share some similarities, their distinct roles and expertise can significantly impact your company’s success.

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Accounting professionals and financial advisors provide expert guidance on business finances. Identifying the right person to consult on specific matters is vital when running a startup.

A straightforward approach to understanding these roles is to recognize the distinct capacities they encompass at various stages of a company’s growth. Explore the diverse offerings of these experts to identify opportunities for your online venture to thrive through their services.

Distinct Roles and Duties

While monetary advisors and accountants may share some similarities, their roles fundamentally differ.

Certified professionals who specialize in offering guidance on various financial matters, including investment strategies, insurance options, and estate planning, are commonly referred to as “financial advisors.” These experts deliver tailored guidance to help individuals and organisations establish goals, craft strategies, and track advancements throughout their journeys.

From a startup’s standpoint, their role is to expertly manage your finances, cultivate prosperity, and safeguard your capital over the long haul. Some advisors also help revisit and adjust strategies as circumstances evolve.

Accountants primarily work within the constraints of regulatory requirements and compliance necessities. Maintaining accurate financial records, performing monthly reconciliations, conducting internal audits, and undertaking other similar responsibilities are essential aspects of ensuring the integrity of financial operations. Additionally, they offer valuable enterprise advisory services, including strategic guidance, operational expertise, and financial forecasting.

A straightforward approach to staying on top of your finances. Financial Planning Tools: Budgeting, Automation Instruments, Portfolio Evaluation, Tax Strategies, and More For a restricted time:

Required Instructional {Qualifications}

With a vast range of financial services on offer, professionals in this field may possess diverse certifications and licenses. Most professionals holding this certification possess a basic certified financial planner (CFP) designation. This designation signifies that individuals have completed an apprenticeship or possess skilled expertise and have successfully passed the CFP examination.

While many certified financial planners (CFPs) identify as financial advisors, the converse should not necessarily hold true. Given that CFPs have undergone rigorous training and are held accountable for their professional judgments, it’s recommended to prioritise collaborations with Certified Financial Planners (CFPs) over those without a recognized professional designation to ensure the highest standards of competence and fiduciary responsibility. The adviser should always act with utmost sincerity and maintain impeccable integrity throughout every aspect of their professional service, prioritizing the best interests of their clients at all times.

In the realm of accounting, a parallel to the Certified Financial Planner (CFP) certification exists in the form of the CPA, or certified public accountant. A Certified Public Accountant (CPA) is a licensed professional who meets rigorous standards and undergoes additional training to excel in their roles. To obtain this certification, accountants must accumulate at least a certain number of hours and meet additional requirements specified by the state’s accountancy board.

While fiduciary responsibilities apply to certified public accountants (CPAs), these obligations do not extend to unlicensed accountants.

Zoho Books is a cloud-based accounting solution that streamlines financial management, automates business processes, and fosters collaboration across teams by providing real-time visibility into key performance indicators.

Remuneration Construction

While retaining a financial advisor and an accountant share some similarities, the key differences lie in their distinct roles and responsibilities. Several experts advocate for a commission-based structure, where fees are tied to the value of assets under management (AUM). If the individual incurs a 0.4% fee, they would generate $400 in income for every $100,000 managed under their portfolio.

You may also pay subscription charges for robo-advisors – AI-powered platforms that offer a range of capabilities, including portfolio management, automated trading, and customized investment advice. This innovative feature has recently garnered widespread attention, as individuals increasingly opt for AI-assisted management of their finances.

Accountants often operate under either a fee-based or wage-based construction model. Fees may be charged on an hourly basis or as a fixed price upfront, regardless of the duration, whether monthly or for each project. Ultimately, there is no straightforward or one-size-fits-all guideline for reimbursing financial advisors or accountants. Your contract’s specific wording ultimately determines the nature of your service agreement.



To navigate complex enterprise decisions, seek guidance from a seasoned executive coach. Their expertise in leadership development and strategic planning can help you clarify goals, prioritize initiatives, and build high-performing teams.

Navigating financial decisions wisely is paramount for entrepreneurs; knowing when to consult with a seasoned financial advisor or accountant is essential. Each of these strategies will help establish a strong foundation for success, minimize risk exposure, and facilitate optimal financial wellness.

Prelaunch

Before embarking on your entrepreneurial journey, consider consulting with a financial advisor to conduct a thorough review of your business idea and plan. They may help you discover innovative ways to access funding or kickstart your project. By establishing a clear divide between your professional and personal spheres, these tools will empower you to maintain a transparent distinction that’s essential for sustaining long-term achievement.

An accountant or financial advisor can assist in determining the optimal structure for your online business, which might include options such as a sole proprietorship, partnership, limited liability company (LLC), or corporation.

Enterprise Launch

To successfully launch your startup, you will require accountancy services that include normal ledger maintenance, gross sales journal entries, monetary receipt tracking, and budget statement preparation from a reliable accounting provider. These professionals will further aid in selecting an appropriate accounting method and structuring a chart of accounts, effectively grouping all inflows and outflows of capital within your online venture according to their classification as assets, liabilities, revenue, expenses, or equity. As the company continues to expand, these courses are likely to evolve further.

CPAs and accountants can assist in streamlining the administrative process for start-ups by ensuring that all necessary documentation is accurately completed and submitted to relevant authorities, including the Internal Revenue Service (IRS). Compliance experts play a crucial role in ensuring your organization remains in line with relevant legislation from day one.





Day to Day Administration

For businesses operating online, it is likely that you will require an in-house accountant to manage financial recordkeeping and reconcile transactions regularly.

Based primarily on this information, financial experts will counsel you on specific regions where you can make adjustments to strengthen your company’s fiscal standing. An accountant may recommend adjusting your billing strategy to optimize revenue streams. Additionally, they will provide expertise in processing payrolls and making timely distributions, ensuring accurate tax withholdings for employees.

Even when doing individual bookkeeping, consulting an accountant may still be necessary at some point. Their experts will provide valuable insights into your personal and corporate tax responsibilities, freeing up more resources for you to allocate as desired.

Strategic Planning

A seasoned financial advisor skilled in guiding individuals on strategic decisions regarding retirement planning and optimizing business investment portfolios. Their expertise will prove invaluable during pivotal moments such as acquiring new assets, navigating financial obligations, and expanding into uncharted markets.

As an accountant, they are well-suited to tackle this challenge, but their primary focus lies in determining whether your business possesses the necessary financial resources to undertake these changes. They will also provide guidance on navigating the tax implications associated with specific decisions. In this scenario, the accountants will be responsible for ensuring that the financial records accurately reflect the consequences of successful mergers and any subsequent changes to the company’s organizational structure.

Enterprise Closure

Unfortunately, numerous factors across various sectors consistently lead to this outcome. Considering consulting a financial advisor and accountant may be beneficial if you ultimately reach this point.

Here are the proposed steps:

To achieve your goals, each professional may help you propose the following steps: Advisers can tap into their estate planning resources to provide counsel and bereavement support during this challenging period. They ensure that your business’s closure minimizes its impact on your personal financial situation, thereby reducing the risk of potential losses.

While an accountant may assist in compiling necessary documentation to formally wind down a business operation. This entails submitting dissolution documents, cancelling registered entities, closing financial institution accounts, and maintaining comprehensive tax records.

Entrepreneurial Ventures Seek Expert Financial Guidance

Seeking expert counsel is crucial for entrepreneurs seeking to create a thriving startup, as it enables informed decision-making that fosters both financial stability and growth. Employing a financial advisor and an accountant on your team can equip you with the expertise to make informed decisions throughout every phase of your online venture.




Get Ready to Level Up with Samsung’s 990 Pro SSD: Save Up to 38% on Extended Labor Day Offer?

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Tech enthusiasts, today’s a great opportunity to expand your digital storage capabilities. The Samsung 990 SSD is currently experiencing a significant price drop on Amazon. What’s the deal with a looped price of 38% lower than expected? Moreover, and .

This cutting-edge SSD boasts read speeds of up to 7,450 MB/s and write speeds of up to 6,900 MB/s, making it an ideal choice for high-performance computing, gaming, and demanding workstation applications. Here are numerous individuals who perform frequent photo or video editing, work with datasets, or simply desire the capability to import a solitary game.

You’ll achieve a noticeable increase in efficiency while using significantly less energy to do so. Compared to the Samsung 980 Professional, the Samsung 990 Professional boasts up to a 50% enhancement in energy efficiency per watt. Consume significantly fewer calories during your leisure activities.

Are You a Fellow Gamer with a PS5?

Additionally, consider checking out the model with a heatsink, as it may be available for purchase. What’s a heatsink? Actually, it’s a small piece of steel designed to absorb heat from the system, thereby stabilizing its temperature and improving efficiency. It’s essential that you utilize this feature in conjunction with your PlayStation 5 console.

The PlayStation 5 arrives equipped with an impressive 825GB solid-state drive. Despite this, a significant portion is dedicated to core system files, leaving the player with approximately 667.2GB of available storage space for their games. Just after downloading the file last night, I noticed that the game consumed a staggering 179.1 gigabytes of space when the 4K textures were installed correctly. The massive expansion to our existing downloadable content is just around the corner, slated for release in mere weeks. My storage needs a refresh; I should probably purchase one of these high-quality options.

While upgrading to a high-performance SSD for your PS5 is certainly desirable, it’s crucial to note that a heatsink-equipped model is essential to prevent potential issues and ensure optimal performance.

Luckily, a range of heatsink options are available for purchase. Currently, you can purchase the 1TB Samsung 990 Pro for $130 (a 26% discount), the 2TB model for $187 (a 29% reduction), or the 4TB version for $340 (also a 29% discount). Bid adieu to the tedious task of managing files and the need to purge old games to make space for fresh ones.

In such cases where you’re simply looking to install this in a PC without a heatsink, the standard Samsung 990 Pro model starts at approximately $0. Will you seize control or let go? Pleased computing!

Gizmodo may earn a commission whenever you make a purchase through links on the site.

Meta successfully advocated for a children’s online safety bill, but Apple managed to exempt itself from liability.

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While Apple may have its fair share of complex relationships with other tech companies, the dynamic between the two giants is particularly noteworthy given their intertwined histories and competing interests. Despite their beneficial partnership, the two corporations are locked in deep-seated conflict. The most recent drama? Meta successfully pushed for Apple’s accountability in a child safety bill, but Apple’s own lobbying efforts allowed it to avoid responsibility.

The European Commission wants to force app stores to implement age verification measures by 2023, but Apple is pushing back.

The kids’ security bill, primarily based in Louisiana, aimed to establish new standards for social media platforms like Facebook and Instagram. The proposed policy targets age verification, mandating stringent measures from app developers to ensure strict compliance in response to alarming reports linking social media usage to negative well-being outcomes among young people.

Louisiana state representative Kim Carver spearheaded the legislation, facing fierce opposition from Apple as she advocated for its eventual amendment.

Jeff Horwitz and Aaron Tilley, according to a report ().

These distinctive regulations failed to specifically address Apple. Throughout his conversations with various tech companies, a lobbyist representing Meta, a primary target of the bill, argued that Google and Apple’s app stores should be required to alert authorities when minors are involved. Corporations have amassed valuable insights into tool owners’ profiles; lobbyists contend that sharing this information will facilitate the seamless onboarding of children onto various digital platforms.

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An Apple representative swiftly fired off a series of text messages, labeling the supply a “poison pill” allegedly stemming from Meta and sharing news articles detailing claims that Meta had neglected its responsibility to protect children, according to Carver. Apple’s efforts to shape the policy were relentless, with lobbyists and staffers engaged in a continuous dialogue that emphasized the company’s opposition to any attempt to impose age restrictions on its products.

Despite Apple’s opposition, the invoice ultimately passed on its own turf. It was unanimous.

Before the Senate votes on the laws, a crucial committee must first present it for consideration. Apple’s success occurred in that particular committee. While no one on the committee publicly noted the Wall Street Journal’s observation, the elimination of app store rankings ultimately made a telling point.

Apple maintains its stance that privacy concerns are at stake, prompting opposition to proposals mandating the App Store take responsibility for age verification.

A spokesperson for Apple emphasized that online platforms and social media companies are best equipped to verify a user’s age, cautioning that their privacy expectations may be compromised if forced to share customer ages with external applications. Apple provides tools that enable parents to manage devices for their children, according to a company spokesperson.

9to5Mac’s Take

This unprecedented crisis poses a significant challenge to all the affected companies. I envision implementing age verification at a system level, much like Apple’s App Store-wide approach, which could simplify the process.

Implementing a surveillance system in its current form could pose a significant threat to individual privacy, potentially leading to the erosion of trust between consumers and businesses. Can Apple develop a privacy-protective framework that doesn’t pose a challenge? Over the years, it has consistently demonstrated its commitment to prioritizing privacy, even when other companies choose not to.

Apple will reportedly discontinue using suppliers from Japan for its next-generation iPhone SE, opting instead to source components from South Korea and Taiwan.

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With it being several years since Apple last updated the iPhone SE, speculation suggests that a revamped model is on the horizon, boasting significant enhancements, including a transition to an OLED display. If accurate, this would also suggest that Apple may abandon its current partnerships with Japanese display manufacturers, shifting its focus towards the production of LCD panels instead.

As Apple aims to complete its shift away from LCD displays on iPhones, a new report suggests that the tech giant is on track to make this transition by 2024.

According to sources, corroborating earlier whispers, the forthcoming iPhone SE is poised to feature an OLED display, a development akin to that of its predecessor. While initially considered a budget-friendly entry point for Apple users, this model surprisingly features an LCD display instead of OLED.

Apple’s iPhone SE features LCD panels supplied by Japanese companies Japan Display Inc. (JDI) and Sharp. Corporations previously accounted for up to 70% of the availability of iPhone sales. Despite this transition, Apple shifted its supply chain focus to South Korean and Chinese companies with expertise in OLED technology.

According to credible sources familiar with the situation, Apple has allegedly placed orders for OLED panels from both BOE and LG in anticipation of its next-generation iPhone SE. This characterizes not only the tip of LCD screens on iPhones but also marks a pivotal moment in the partnership between Apple and its Japanese display suppliers.

According to industry reports, Samsung Electronics of South Korea dominates the iPhone OLED display market with approximately 50%, followed by LG Display at around 30%, and BOE holding a 20% stake. According to a recent report, neither JDI nor Sharp manufacture OLED displays for smartphones, and their provision of LCDs for iPhones is expected to conclude with the discontinuation of older SE models.

iPhone 14 pre-orders shipping

OLED panels boast a unique property where each pixel produces its individual light, resulting in more vibrant colors and superior contrast compared to LCDs.

Apple first incorporated OLED displays into the iPhone lineup with the launch of the iPhone X in 2017, but this technology was initially exclusive to premium models until it expanded to other iPhones in 2019. In 2020, Apple’s entire iPhone 12 series featured high-quality OLED displays across all models. iPads are transitioning from LCD to OLED displays, starting with this year’s models.

Apple’s latest iteration of its beloved iPhone SE has left tech enthusiasts buzzing with excitement? The 4.7-inch device boasts a powerful A15 Bionic chip, capable of delivering lightning-fast performance and seamless multitasking capabilities.

Counsel that the device’s appearance is likely to bear a striking resemblance to Apple’s iPhone 14 in terms of its overall design aesthetic. The device boasts a 6.1-inch screen featuring a notch at the top and employs advanced facial recognition technology through Face ID. The new iPhone SE is expected to run on an A18 chip, identical to that of the iPhone 16, enabling seamless integration with Apple’s Intelligent features.

Despite the imminent release of the iPhone 16 next week, the highly anticipated iPhone SE 4 is not expected until the first half of 2025. The current price of the iPhone SE is $429.

Flight attendants are often stuck on planes with passengers for extended periods of time due to unforeseen circumstances like bad weather, air traffic control issues or mechanical problems. Despite being at work, they don’t receive pay for these downtime hours, which can be a significant financial blow?

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No one relishes the inconvenience of a flight delay. When flights are delayed, flight attendants face a daunting task that goes far beyond the inconvenience alone: an unexpected deluge of extra labor. As you stand at the airport, clad in your uniform, the wait begins: the pay clock won’t start ticking until the aircraft has departed from its designated gate.

“In an industry where pay is often tied to performance, JetBlue flight attendants face a unique challenge,” notes Rory Kimbrough, managing board member at the Transport Staff Union Local 579, which represents these workers. With a distinguished career spanning two decades as a flight attendant, Kimbrough.

When pilots go unpaid during grueling flight training or face prolonged delays, this lack of compensation is not just an unfortunate oversight – it’s a symptom of a deeply flawed and overburdened system affecting all airline personnel, which ultimately compromises the overall flying experience for everyone involved? As widespread issues arise, such as understaffed assistance teams and the struggle to secure a hotel room for adequate rest, these challenges can exacerbate delays further for passengers.

With pay being a significant concern, Brittany Norris, an eight-year veteran and current flight attendant, underscores the pressing issue: “Not getting paid is a large problem.” “When delays occur, passengers are understandably frustrated, making our own frustration even more acute.”

A record-breaking number of travelers have flown around the world this summer season, with over 2.5 million people passing through Transportation Security Administration (TSA) checkpoints on the Sunday of Fourth of July weekend alone? Between late May and August this year, approximately 25 percent of flights were delayed – a figure comparable to that seen last summer, according to data from flight monitoring website FlightAware. To what extent did flight delays affect the summer travel season in 2019, with a staggering 18.6% of all flights being delayed? When a CrowdStrike IT outage struck in late July, uncertainty loomed about what lay ahead. The outage lasted for days. According to data from an aviation analytics agency, nearly 24,000 flights in North America were cancelled throughout the month of July. The impact of Delta’s issue was particularly severe, causing a near-weeklong domino effect of delays and cancellations that lingered long after the initial problem emerged.

Airports have become stuck in a state of gridlock, with passengers and flight attendants alike struggling to move beyond the terminals. While initially stemming from an IT issue compromising critical airline operations, the prolonged flight disruptions are attributed by the Delta organizing committee to understaffing and undermanned teams that have been fighting for unionization since 2019?

How flight attendant pay works

Delta asserts its leadership as the industry’s foremost exponent of operational efficiency, having canceled fewer flights, thereby minimizing wait times on the ground and maximizing in-flight hours. “Delta uniquely compensates its flight attendants with a boarding stipend, a practice we’ve maintained for over two years.”

Earnings structures for flight attendants can be complex, making them difficult to fully comprehend at first glance. A fixed rate governs flight time and distance traveled, akin to an hourly wage, commonly referred to as “block” time within the aviation industry. The comprehensive duty period, however, encompasses a sequence of flights and incorporates a 45-minute to approximately two-hour window during which flight attendants must arrive at the airport to “check-in” for work, as well as around 15 minutes after the aircraft lands. While most unionized airlines provide some basic pay guarantees beyond minimum duty time, they typically ensure that pilots receive at least half of their total guaranteed flight time compensation hours.

Some unionized flight attendants have gone without significant raises for years.

While the flight time charge aims to compensate for on-ground hours, pay hikes have yet to keep pace with inflation and the significantly increased workload faced by flight attendants over recent years. Since the COVID-19 pandemic, prolonged delays in contract renegotiations have left many unionized flight attendants waiting for years to secure meaningful pay increases amidst persistently high inflation rates.

With planes operating at full capacity, flight attendants are shouldering an unprecedented workload, toiling through long hours with minimal staffing, fleeting downtime, and little respite from their grueling labor, according to Sara Nelson, president of the Association of Flight Attendants-CWA. The aviation industry underwent significant transformations in the aftermath of the 9/11 terrorist attacks and subsequent security measures. “The airline’s flexible scheduling options are extensive, offering a range of flight times to accommodate our needs,” she explains. Following the traumatic events of 9/11, flight attendants unexpectedly became the “last line of defense” in aviation safety, according to Nelson’s observations. It was imperative for them to make up for these losses ultimately because there were instances where such a need had arisen. Following the pandemic, businesses were compelled to transform into public health enforcers as well, taking on an additional crucial role in ensuring community safety and compliance with health guidelines.

In addition to overtime pay, many employers offer a modest per-diem allowance, typically ranging from $2 to $3 per hour while on duty, designed to cover incidental expenses such as meal costs and other unexpected expenditures incurred during work hours. Certain airlines offer premium compensation to flight attendants who exceed a specified number of hours monthly, or incentivize them with higher pay for working specific routes and schedules.

Because flights can be delayed prior to boarding, many flight attendants must wait longer to start receiving compensation.

Long-serving flight attendants at airlines have the potential to earn significantly higher travel perks. At Delta, the maximum size is capped at near-flight time, with an hourly fee of $77.43 that translates to approximately $74,332 annually, assuming you can endure the initial several years. Recently, a growing number of flight attendants have disclosed that they are struggling with homelessness, often citing the unpredictable nature of their schedules and limited job security as major factors. Individuals often take on multiple employment opportunities to secure the financial means for basic necessities. An infographic recently went viral, highlighting the stark reality that a first-year worker in a particular airline company would earn approximately $27,315 annually if they flew for just over seven hours a day at a rate of $30.35 per hour, translating to about $4.50 an hour after taxes. According to data, a single adult in one of the US cities with the lowest cost of living would require approximately $39,386 per year to meet their basic needs. Kimbrough claims that some of his fellow union members receive assistance from government programs like the Supplemental Nutrition Assistance Program (SNAP).

“For the first time in the industry’s history, we’re seeing unprecedented turnover among flight attendants due to unaffordable working conditions.”

According to Maria Teresa Hank, a representative of TWU 556, the union that represents Southwest Airlines’ flight attendants, she finds it puzzling how new hires manage to endure the challenges of being a flight attendant. “For the first time ever, people are actually leaving their jobs as flight attendants due to unaffordable living costs. In response to queries from Vox, a Southwest Airlines spokesperson emphasized that the company and its flight attendants’ union have agreed on a groundbreaking employment contract.”

Many are fed up. American Airlines and United flight attendants are locked in a dispute over higher wages and fair compensation for their entire workday, not just the hours when they’re actively serving passengers. Recent developments indicate progress on the issue, as Southwest Airlines’ agreement with its flight attendants now offers additional compensation for extended delays. A tentative agreement has been reached between American Airlines and its flight attendants, offering half-pay during boarding procedures, similar to Delta’s approach. On August 28, a resounding 99.99 percent of United Airlines flight attendants cast “yes” ballots in favor of authorizing a strike if contract talks stall.

Unexpected setbacks can wreak havoc on an otherwise smooth morning commute, derailing even the most carefully laid plans. Delays, whether due to inclement weather, mechanical issues or infrastructure failures, have a way of throwing a wrench into the works, leaving commuters scrambling to adjust their schedules and itineraries.

Flight attendants often juggle multiple flight schedules daily. Delays have a propensity to disrupt schedules, triggering a ripple effect that can lead to an accumulation of additional hold-ups. When airways struggle to respond promptly to disruptions, the entire system stagnates as a result.

When irregular operations occur in the industry, flight attendants stress that their employers should take a more proactive approach. Ensuring that select flight attendants have access to lodging arrangements whenever unexpected delays prolong their work hours significantly. Flight attendants are legally restricted from working more than a specific number of hours, usually between 14 and 16 hours, on domestic routes. Delays at airports can erode the window of opportunity for flight attendants to complete their mandatory 9 hours of uninterrupted rest, prompting them to work longer than necessary. The frustration was palpable among shoppers when they discovered that the crew’s tardiness resulted in wasted time, with some questioning, “What took so long? We didn’t even get started.”

Airways tend to wait until the last possible moment before fulfilling their contractual obligation to provide a hotel room. When flight attendants are permitted to request a break, they must also consider the time it takes to order and journey, so by the point you arrive at the lodge, you actually get an hour or possibly half-hour of simply sitting down and being restful before it’s necessary to return to the airport. They then return to work without feeling rested and closer to timing out of having the ability to fly, which is an especially huge drawback if there are several legs on their schedule.

“While some might view our role as limited to serving beverages and light bites, we’re actually poised to make a critical difference in high-pressure situations – whether that’s facilitating a swift aircraft evacuation or providing life-saving assistance during a medical emergency on board.” “Do you expect your flight attendants to remain vigilant and ready to respond at a moment’s notice?”

Catching up on much-needed rest between flights, you sometimes discover yourself dozing off on planes, or in airport seating areas, and occasionally even within the relative comfort of a crew lounge.

During periods of widespread travel chaos, it’s not uncommon for even flight attendants to struggle securing a hotel room, alongside countless others seeking shelter from the disruptions. When rooms are available, expect to spend hours trying to reach someone on the airline’s hospitality team. They often find themselves nodding off on airplanes, in airport seating areas, within crew lounges when available, and occasionally even on the ground – a common experience for stranded travelers.

Kimbrough admits that she’s had to foot the bill for other flight attendants’ hotel rooms on previous occasions. While newer flight attendants might struggle to scrape together even a few hundred dollars to cover an unexpected hotel expense, a full reimbursement is by no means guaranteed. Until recently, Norris reveals that Delta had a reimbursement cap of $200 per night. Now, the airline typically reimburses up to a “reasonable amount.” (The company clarified that receipts must be submitted for reimbursement of any out-of-pocket hotel expenses, although it did not specify if this capped at a particular figure.) Usually, Hank notes, pilots at Southwest end up covering a room on behalf of flight attendants, as they seem to have an easier time getting reimbursed.

On international flights, when a flight attendant is required to remain overnight, they are expected to rest in a hotel room rather than relax in the crew lounge at the airport or take a quick nap on the ground. The Delta AFA organizing committee is aiming to secure at least 10 hours of approved downtime in their initial collective bargaining agreement, with nine of those hours accessible directly behind the hotel room door, according to Norris.

Despite a 2017 promise to deliver a swift resolution following the breach of its computer systems by hackers, Delta Air Lines and their cybersecurity partner CrowdStrike took an unconscionable 13 days to notify affected passengers about the incident. This egregious delay only exacerbated the anxiety and mistrust that already plagued the airline industry after similar breaches at American Airlines and Southwest Airlines.

Despite lingering uncertainty, it’s unclear why Delta was disproportionately affected by the CrowdStrike outage in late July, requiring a full week to recover whereas other carriers quickly rebounded from the issue. The fact that Delta’s computer systems required on-site maintenance may have hindered the company’s ability to work effectively, forcing employees to find alternative solutions to complete tasks remotely. That took loads of time.

Despite suspicions that another factor may have played a role in the disruption, the Delta AFA organizing committee points to a critical shortage of employees on the airline’s crew scheduling team as a significant contributor to the issue. Currently, we have the smallest number of schedulers among all major carriers. Crew schedulers meticulously allocate flight attendants to specific flights, engage in collaborative discussions regarding delay-related issues, and seamlessly implement reassignments when faced with irregular operations. Without a robust crew-scheduling system, it’s impossible to untangle the complexities of delay issues.

The committee estimates that there are as few as zero on the airline, whereas at United there are approximately 120, and at American there are roughly 200. Delta has approximately 28,000 flight attendants, significantly more than 20,000. According to Anna Taylor Garland, communications director at the Association of Flight Attendants-CWA, United and American airlines have hired additional crew schedulers as a direct outcome of the unions representing flight attendants successfully advocating for more personnel. “That’s an actually, actually crucial spine infrastructure team,” says Taylor Garland.

Without a sufficient scheduling team in place, airlines can easily lose track of their crew’s whereabouts, making it challenging to redirect them effectively – exactly what happened to Norris.

Despite efforts, Norris was stuck in the crew monitoring system for approximately 40 hours.

On July 19, when the CrowdStrike outage occurred, Norris recalled the frustrating experience of trying to reach out to Delta’s crew monitoring team. The traveller had been informed by the airport that her flight would be delayed due to a pilot shortage; the airline lacked personnel authorized to operate at the scheduled time because they hadn’t obtained sufficient rest periods between flights. Norris spent approximately 40 hours misdirected on the crew monitoring system, ultimately rendering her unable to perform duties during a scheduled journey.

A spokesperson for Delta clarified that the airline’s unique approach to crew scheduling sets it apart from others, with crew assignments not following a standard template.

When unexpected waves of delays wreak havoc on flight schedules, stranding some flight attendants away from their desired destinations, airlines often rely on a crew of reserve attendants – usually early-career professionals – to step in and fill the gaps. When prolonged disruptions last for days, however, these emergency funds can quickly dwindle. Carriers often offer premium compensation to encourage off-duty flight attendants to take on additional flights during disruptions, with some also opting out due to concerns about being left stranded without accommodations, according to Kimbrough.

To reduce the frequency and duration of flight delays, airlines would benefit from increasing the number of skilled customer service representatives on hand to swiftly address passenger concerns. This employee, though often overlooked, plays a crucial role in ensuring that flight attendants and pilots are situated correctly. To better cope with irregular operations, they must be incentivized to pick up extra shifts by offering attractive rewards to flight attendants willing to work additional hours.

As COVID-19’s grip on global travel slowly loosens, a growing chorus of travelers is lamenting the palpable uptick in stress and tension that now defines air travel. While the proportion of delayed flights has not significantly increased compared to pre-2019 levels, travelers may still face challenges due to higher passenger volumes and a notable surge in “unruly” behavior reported by the Federal Aviation Administration since 2019. The aviation industry has become particularly vulnerable in recent times, primarily as a result of the significant number of experienced personnel who departed during the COVID-19 pandemic. Thousands of pilots and flight attendants were laid off or forced to retire early in 2020, a drastic measure taken due to the unprecedented collapse in air travel demand. By mid-2020, more than half of our team had departed from the corporation. Prior to the past few years, many airlines have rapidly expanded their offerings by leasing additional aircraft. As a result of numerous institutional records have gone astray, it also indicates that an increasing number of flight attendants are struggling to make ends meet on the lower rungs of the salary scale today?

Flight attendants urged passengers not to direct their frustrations over delays at them, instead empathizing with the difficulties travelers face when faced with unexpected turbulence in their journeys. As the situation unfolds, Kimbrough remarks, “We’re experiencing the same predicament as you – a cancelled flight and no clear plan to get back on track.”

Parents’ Guide to Navigating Children’s Social Media Experience Safeguarded

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Introducing McAfee+

Protecting Yourself from Identification Theft and Ensuring Privacy in Your Digital Life

Actual-time insights require actual-time processing. Rockset’s cutting-edge technology delivers unparalleled knowledge latency of just 70 milliseconds, making it the perfect solution for real-time data ingestion and analytics at speeds of up to 20 megabytes per second.

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As the demand for real-time data processing accelerates, an impressive 80 percent of Fortune 100 companies are leveraging Apache Kafka to seamlessly integrate and utilize their information assets in a timely manner? Streaming information is frequently routed to real-time search and analytics databases that function as a serving layer, enabling seamless integration with applications such as fraud detection in the fintech sector, real-time statistics in esports, personalized experiences in e-commerce, and more. These latency-sensitive circumstances are precarious, as mere milliseconds of information delay can lead to significant income loss and jeopardize the entire enterprise.

So, prospective customers are inquiring about the end-to-end latency they can expect with Rockset, which refers to the time elapsed between data generation and its availability for querying. As of immediate effect, Rockset announces the release of a benchmark that surpasses industry standards in streaming data analytics.

Rockset’s ability to ingest and index data within 70 milliseconds is a significant accomplishment, as numerous large enterprises have struggled to achieve similar performance for their mission-critical applications. With this benchmark, Rockset gives enterprises the confidence to build next-generation applications on real-time streaming data from sources such as Apache Kafka, Confluent Cloud, Amazon Kinesis, and others.

With a slew of recent product advancements, Rockset has successfully achieved real-time data ingestion with millisecond-level latency.

  • Rockset enables streamlined processing by separating streaming data ingestion from compute and storage tasks, optimized for efficiency within the cloud infrastructure? The innovative design eliminates redundant data processing tasks, significantly reducing the CPU’s write-related workload.
  • Rockset is built upon RocksDB, a high-performing, embedded storage engine designed for speed and efficiency. RocksDB 7.8.0+, recently integrated into Rockset, has introduced several upgrades that substantially minimize write amplification.
  • Rockset enables schemaless ingestion, seamlessly integrating with a range of data formats, including JSON, Parquet, and Avro, to efficiently process complex, deeply nested information structures. Rockset leverages custom-built, environmentally sustainable data parsers to convert complex analytics inputs into its proprietary format during ingestion.

This blog post details the testing configuration, results, and performance boosts that enabled Rockset to achieve a remarkable 70 ms data latency at a throughput rate of 20 MB/s.

Elevate Efficiency in Real-Time Search and Analytics through Data-Driven Insights

Two primary characteristics that distinguish real-time search and analytics databases are information latency – the time between data ingestion and query execution – and question latency – the delay between a user’s query submission and receiving the results?

Knowledge latency refers to the timeframe between the generation of information and its availability for querying within a database. In high-stakes, real-time scenarios, every millisecond counts, potentially making all the difference in apprehending fraudsters before they disappear, safeguarding players immersed in adaptive gameplay, and revealing tailored merchandise based on online behavior.

Latency in query processing measures the time taken by a system to execute a query and return its outcome. To minimize question latency and foster engaging experiences, purposes should focus on creating snappy, responsive interactions that keep customers actively involved. Rockset has benchmarked its performance in question latency using an industry-standard benchmark for analytical functions, outpacing ClickHouse and Druid to deliver response times as low as 17 milliseconds.

We evaluated data latency across various ingestion rates on this blog. As the growing reliance on real-time data streams prompts an escalating demand for timely insights, knowledge latency has become an indispensable manufacturing requirement for numerous organizations seeking to capitalize on the power of instant intelligence. Buyers have revealed that numerous data processing methods struggle under the weight of overwhelming throughput, ultimately failing to deliver reliable, high-performing data ingestion for their applications. The lack of dedicated methodologies for real-time data intake and scalability solutions to process growing volumes of event-driven information is a pressing concern, as it hinders our capacity to effectively handle the surge in throughput from emerging event streams.

This benchmark aims to demonstrate the feasibility of building low-latency search and analytical capabilities for real-time data processing.

Measuring Throughput and Latency with RockBench

Utilizing RockBench, we assessed the real-time data ingestion performance of Rockset’s streaming capabilities, evaluating its throughput and end-to-end latency in a rigorous benchmarking process.

RockBench consists of dual components: a knowledge generation module and a metrics assessment tool. Occasions are recorded in the database every second by the information generator, while the metrics evaluator tracks both throughput and end-to-end latency.

RockBench Knowledge Generator

The information generator produces 1.25 kilobyte documentation for each unique instance. This translates to approximately 8,000 writes per second being equivalent to a write speed of 10 megabytes per second.

To accurately model semi-structured scenarios in real-world settings, each document contains 60 fields comprising nested objects and arrays. The document also features various fields that serve as input for calculating the end-to-end latency.

  • _idThe unique document identifier?
  • _event_timeDisplays the current clock time of the generator’s system.
  • generator_identifier: 64-bit random quantity

The _event_time The time lag of each document is subsequently subtracted from the current time of the machine to determine the information latency for each document. This measurement also includes round-trip latency, which is the time taken to execute a query and receive results from the database. Metrics are published to a Prometheus server, where they’re aggregated to provide latency insights across all evaluators, including p50, p95, and p99 percentiles.

The data insertion process utilises an information generator that adds newly created records to the database without updating or replacing existing ones.

Rockset Configuration and Outcomes

When processing streaming data, all databases must balance the competing demands of throughput and latency, where increased throughput inevitably incurs latency costs, and similarly, prioritizing low latency can compromise overall performance.

Recently, we conducted a comprehensive benchmark to gauge the performance of Rockset against Elasticsearch in terms of maximum throughput. To gauge performance in scenarios requiring the latest available data, we reduced information latency and showcased Rockset’s capabilities.

We executed a benchmark utilizing a batch measurement of 10 documents per write request against an initial Rockset dataset size of 300 gigabytes. The benchmark maintained a constant ingestion throughput of 10 MB/s and 20 MB/s, capturing latency metrics for the p50, p95, and p99 quantiles.

The benchmark was executed on XL and 2XL digital containers, utilizing dedicated allotments of computational resources and memory. The XL digital instance boasts 32 vCPUs and 256 GB of memory, while the 2XL configuration features 64 vCPUs and a substantial 512 GB of memory.

Abstract results from the Rockset benchmark at p50, p95, and p99 latency milestones are listed below.

Outcomes Desk
Outcomes Bar Chart

At a data throughput rate of 20 megabytes per second and an information latency requirement, Rockset achieved a processing speed of approximately 70 milliseconds. As throughput escalates and digital event dimensions expand, Rockset is poised to maintain latency on correlated data. The information latency distributions for p95 and p99 averages exhibit a predictable clustering pattern, showcasing efficient performance.

Rockset Efficiency Enhancements

Efficient processing is enabled by several optimisations within Rockset, thereby achieving sub-millisecond data latency.

Compute-Compute Separation

Rockset recently introduced a novel cloud architecture for real-time analytics. The architecture enables clients to rapidly provision multiple remote virtual environments on the same centralized infrastructure. The introduction of a novel architecture enables customers to separate compute resources dedicated to streaming ingestion from those utilized for query processing, thereby ensuring both impressive and predictable performance. With the elimination of compute rivalry, customers no longer need to overprovision or deploy additional replicas to ensure optimal performance.

By adopting this new architecture, we’ve been able to streamline processes by eliminating duplicate tasks during ingestion, ensuring that data parsing, transformation, indexing, and compaction occur only once in the workflow. This significant reduction in CPU overhead needed for ingestion enables organizations to achieve greater value from their data, while maintaining reliability and allowing customers to optimize their price-performance ratio for improved returns.

RocksDB Improve

As its embedded storage engine lies beneath the surface. The team at Rockset developed and open-sourced RocksDB, a technology that is now employed by numerous web-scale companies, including LinkedIn, Netflix, and Pinterest, in addition to Facebook. RocksDB was selected by Rockset due to its efficiency and ability to efficiently manage regularly changing data. Rockset’s latest technology leverages RocksDB’s most advanced model (7.8.0+) to deliver a significant reduction in write amplification, exceeding a 10% improvement.

RocksDB’s initial implementation featured a partial merge compaction strategy, where a single file is selected from the supply pool and compacted into the subsequent stage. Compared to a full merge compaction, this approach yields a smaller compaction footprint while allowing for greater parallel processing capabilities. Despite this, write amplification also occurs.

Earlier RocksDB Merge Compaction Algorithm

In RocksDB models starting from version 7.8.0, the compaction output file is written earlier and allows for larger files than targeted_file_size To synchronize compaction data with subsequent stage details. This reduction in write amplification amounts to a significant 10+ percent decrease.

New RocksDB Merge Compaction Algorithm

With the upgraded RocksDB model, users can expect a significant reduction in write amplification, resulting in improved ingest efficiency that is reflected in benchmark results.

Customized Parsers

Rockset enables schemaless ingestion, seamlessly integrating various data formats, including JSON, Parquet, Avro, XML, and more. Rockset’s native integration with SQL enables seamless processing of semi-structured data, eliminating the need for cumbersome upstream pipelines that introduce unnecessary latency and complexity. At ingest time, Rockset transforms the provided data into a standardized, proprietary format using sophisticated parsing tools.

Knowledge parsers are responsible for retrieving and processing data to render it searchable. Rockset’s legacy information parsers, which utilized open-source components, failed to capitalize on opportunities for memory optimization and compute efficiency. Additionally, the legacy parsers initially converted data into a mid-format before transforming it again to Rockset’s proprietary format for processing. To minimize latency and optimize processing power, the data interpreters were redeveloped in a bespoke structure. Customized information parsers demonstrate a remarkable speed boost, reducing information latency by half and achieving impressive results on this benchmark.

How Efficiency Enhancements Profit Prospects

Rockset enables businesses across industries to build functions on streaming data with predictable and exceptional efficiency ingestions. Examples of latency-sensitive functions built on Rockset include those in the insurance, gaming, healthcare, and financial services industries, such as:

  • The insurance industry’s digitization drive has led insurers to craft customised policies that adapt to individual risk profiles, with real-time adjustments possible. A leading Fortune 500 insurance provider delivers prompt and accurate insurance quotes by analyzing numerous risk factors, necessitating sub-200ms data latency to generate instant, real-time insurance quotes seamlessly.
  • In the gaming industry, real-time leaderboards significantly boost gamer engagement and retention by leveraging dwell metrics. A leading esports gaming company demands precisely 200 milliseconds of information latency to accurately reflect the real-time progression of video games.
  • Financial institutions: Financial management software enables businesses and individuals to monitor their financial health and track the allocation of funds. A leading Fortune 500 company leverages cutting-edge real-time analytics to provide a comprehensive 360-degree view of financials, showcasing the latest transactions in under 500 milliseconds.
  • The healthcare industry requires constant management of wellbeing information and patient profiles to account for the ongoing evolution of test results, medication updates, and patient interactions. A leading healthcare participant collaborates with research teams to remotely monitor and track patients in real-time, necessitating a data latency requirement of under two seconds to ensure timely insights and informed decision-making.

Rockset’s scalable architecture enables seamless ingestion of high-velocity data streams without compromising query performance. As a result, companies across various sectors are harnessing the value of real-time streaming data in a sustainable, user-friendly manner. We’re thrilled to announce a significant milestone in our quest for reduced data latency, having achieved an unprecedented 70 ms data latency when ingesting 20 MB/s of real-time streaming data with Rockset.

By leveraging Rockset’s capabilities, you can effortlessly implement efficiency enhancements without needing to fine-tune your infrastructure or update manual procedures?


Cloud software portability stays unrealistic

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Portability proves to be a complex and expensive endeavour.

The crux of the issue resides in the inherent disparities among cloud settings. Despite sharing common characteristics, each cloud supplier’s unique API, protocol, and architecture create significant technical hurdles that hinder seamless platform-to-platform migration. Cloud providers have become a viable option for enterprises, offering the possibility of procurement and management akin to traditional IT vendors. Requires a significant range of remediation work to adapt workloads to new platforms? Efforts to revamp software code range from subtle tweaks to nearly complete overhauls, depending on the existing functionality and relevant programming languages. Many organizations find moving to the cloud to be a shocking revelation, as it often requires significant changes to their IT infrastructure and business processes.

While processing tasks within digital frameworks appears feasible, it inadvertently compromises certain advantages of cloud-based computing, including scalability and adaptability. For cloud-native applications specifically crafted to thrive in cloud environments, the situation becomes just as complex. Despite its widespread adoption as a fundamental framework by major and minor cloud providers, migrating applications built on Kubernetes between providers often requires addressing disparities in configurations and additional plugins.

While Kubernetes and containerization might seem deceptively simple at first glance, the reality is that implementing a seamless, efficient, and scalable architecture is far from straightforward. Concerned by the collapse of several container-based projects, I’ve questioned why IT management failed to acknowledge the inherent limitations of such endeavors, ultimately leading to their downfall.

Android 15 is now formally obtainable

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Android 15 is now formally obtainable

After many months of developer previews and beta releases, Android 15 is now formally obtainable.

It’s going to begin rolling out to supported Pixel gadgets within the subsequent few weeks, and within the subsequent few months, gadgets from Samsung, Honor, iQOO, Lenovo, Motorola, Nothing, OnePlus, Oppo, realme, Sharp, Sony, Tecno, vivo and Xiaomi will get it. 

It affords a number of updates that customers will be capable to make the most of, comparable to the truth that the TalkBack display screen reader is now powered by Gemini, Chrome can now learn net pages aloud, and the Earthquake Alerts System — which makes use of crowdsourced earthquake detection expertise to inform of earthquakes earlier than they begin — is rolling out to all U.S. states and 6 territories.

As with each Android replace, there are numerous modifications builders will want to concentrate on. This time, the primary updates for builders could be divided into 4 classes: typography and internationalization, digicam and media experiences, consumer expertise, and privateness and safety.

“Android 15 continues our mission of constructing a non-public and safe platform that helps enhance your productiveness whereas providing you with new capabilities to supply lovely apps, superior media and digicam experiences, and an intuitive consumer expertise, notably on tablets and foldables,” Matthew McCullough, VP of product for Android Developer, wrote in a weblog publish

Typography and internationalization

FontFamily cases can now be created from variable fonts with out having to specify the wght and ital axes, and the textual content renderer will robotically alter these values to match the airing textual content.

NotoSansCJK, which is the font file for Chinese language, Japanese, and Korean, can be now a variable font, which the Android crew says creates new alternatives for artistic typography.

The Japanese Hiragana, or Hentaigana, font is now bundled by default, helpful for art work and design, but additionally in sharing and preserving historic Japanese paperwork. 

And at last, there’s improved justification for languages which use white area to phase characters, like Chinese language and Japanese.

Digicam and media

For screens that assist each HDR and SDR, setDesiredHdrHeadroom can be utilized to set the HDR headroom, which may forestall SDR content material from displaying as washed out.

Android 15 additionally helps clever adjustment of audio quantity and dynamic vary compression for apps with AAC audio content material and loudness metadata. This enables quantity to be adjusted based mostly on consumer gadgets and environment, the Android crew defined.

Different updates on this space embrace Low Mild Increase to regulate the publicity of the Preview stream in low-light circumstances, better management of flash depth in SINGLE and TORCH modes, and assist for digital MIDI 2.0 gadgets as in the event that they have been a USB MIDI 2.0 system.

Person expertise

To enhance multitasking, customers can now save their split-screen app combos and likewise pin the taskbar.

Moreover, apps that concentrate on SDK 35 will show edge-to-edge by default. System bars will likely be clear or translucent, and content material is drawn behind.

Privateness and safety

Customers can now create a non-public area the place they will cover sure apps, requiring authentication to entry them. 

Android 15 additionally provides assist for utilizing passkeys to sign-on and helps autofilling saved credentials into related enter fields.

Additionally, apps can now detect if they’re being recorded, which permits apps to inform the consumer if that is taking place whereas they’re performing a delicate activity.

Moreover, the brand new allowCrossUidActivitySwiftFromBelow attribute prevents activity hijacking assaults by blocking apps from launching actions in the event that they don’t match the highest UID on the stack.

And at last, PendingIntent creators now block background exercise launches by default, which prevents apps from by accident creating ones that may very well be utilized by malicious actors

Different developer expertise updates throughout Android Studio, Jetpack Compose, and Android Jetpack libraries

The ApplicationStartInfo API supplies perception into the rationale an app is beginning, time spent in launch phases, begin temperature, and extra.

The profiling class in Android Jetpack lets apps request heap profiles, heap dumps, stack samples, or system traces.

StorageStats.getAppBytesByDataType([type]) API provides insights into how an app is utilizing storage.

Different developer expertise updates embrace new PdfRenderer API capabilities, new OpenJDK APIs, new SQLite APIs, and new Canvas drawing capabilities. 

COPilot+ PCs expand accessibility with fresh AMD and Intel chipsets.

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Could we introduce a brand-new class of units: Copilot+ PCs? These cutting-edge PCs boast unparalleled performance, featuring a revolutionary system architecture engineered to deliver exceptional speed, extended battery life, and innovative AI-powered experiences that empower users to work smarter, create more effectively, and communicate more efficiently.

At this pivotal moment, we’re proud to announce the next phase in our evolution as we expand the Copilot+ PC portfolio by harnessing the power of cutting-edge silicon innovation. Here is the rewritten text:

Our commitment to innovation shines through in this groundbreaking development, providing users with unparalleled access to AI capabilities, lightning-fast performance, extended battery life, effortless connectivity, elevated security, and tailored productivity features.

The initial wave of innovation for Copilot+ PCs was fueled by Qualcomm’s Snapdragon X Elite and X Plus processors in systems designed by our partner manufacturers – Acer, ASUS, Dell, HP, Lenovo, Samsung, and Floor. The Snapdragon X Elite exhibits a significant performance advantage over MacBook Air M3 platforms, boasting a remarkable 58% improvement in efficiency that exceeds user expectations.

Unprecedented enthusiasm surrounds Copilot+ PCs, as customers rave about the remarkable performance and battery life that far surpasses their initial expectations. Copilot-equipped PCs further boast cutting-edge Wi-Fi 7 connectivity and robust chip-to-cloud security powered by Microsoft’s advanced Pluton technology. Developers are crafting unprecedented realities that harness the power of neural processing units (NPUs), with even more innovations on the horizon. Buyers are thrilled to share stories about leveraging innovative AI technologies like real-time captions, which enable seamless communication across linguistic barriers and facilitate meaningful connections with loved ones. Meanwhile, the intuitive Cocreator in Paint empowers users to unlock their creative potential, providing a platform for bringing imaginative ideas to fruition.

As we navigate our digital lives, it’s commonplace to juggle multiple tasks simultaneously – be it for work, education, or personal pursuits – with numerous browser tabs open, various functions running concurrently, and complex duties unfolding in real-time. The ability to seamlessly balance both brief, intense bursts and prolonged periods of operation is essential for providing a fast and responsive experience, a capability that every Copilot+ PC possesses. With lightning-fast performance, these PCs enable seamless productivity, allowing you to stay focused on your tasks even during the most demanding periods, all while delivering impressive battery life that doesn’t force you to choose between power and efficiency. With more than 90% of users’ time spent in native applications such as Chrome, Zoom, and others, including style apps like Photoshop, Slack, Spotify, Private Web Entry, Surfshark, Windscribe, OpenVPN, and many others, users can expect optimal performance on Copilot+ PCs.

We’re teaming up with our ecosystem partners to bring you the best experience with Copilot+ PCs.

AMD and Intel have introduced successive generations of advancements in their Ryzen AI 300 and Intel Core i9-200v processor lines, respectively. Through the depth of our collaborative engineering efforts and advancements in Windows 11, Copilot-enabled PCs, driven by cutting-edge AMD and Intel processors, will seamlessly leverage these hardware upgrades to deliver substantial improvements in performance, battery life, security, and connectivity. As we push the boundaries of artificial intelligence, we will pioneer innovative solutions, introducing fresh opportunities, tools, and platforms that deliver groundbreaking experiences and elevate our customers’ potential. The tempo of innovation suggests that pre-release options for our Windows Insider community could be showcased before their broader availability on Copilot+ PCs. Starting in November, eligible AMD- and Intel-powered devices will receive a series of new AI-enhanced experiences through complimentary Windows updates.

Options available within the scope of complimentary updates include?

  • Dwell Captions with translation
  • Studio results for Home Windows: Background results, including traditional blur, portrait blur, eye contact, and automated framing.
  • Cocreator in Paint
  • What are you looking to improve about Images: Restyle picture and Picture Creator? Is there a specific section, sentence, or aspect that needs revision? Please provide more context so I can better understand your request.

    Wait, let me try:

    You can instantly transform photos using AI-powered filters, and then share them with others through social media platforms like Facebook, Instagram, and Twitter.

As previously disclosed, recall will begin to roll out starting in October initially.

The dawn of the AI-powered PC era has unleashed a surge of innovative advancements, with productivity, creativity, and security forming the triple helix at its core? With a plethora of innovative Copilot+ PC designs set to debut, we can’t wait to hear the exciting announcements from our partners at IFA this week. Stay connected for ongoing developments and join our journey as we continue to redefine the limits of what’s possible with Copilot+ PCs.