This new Apple Intelligence Images feature is my initial standout favorite in the latest iOS 18.1 release.

I’ve been using it for just a few days now, since it launched on Monday. The team had arrived at last and began to set up. My initial surprise stems from a single feature in the Images app: the ability to craft Reminiscence films.
The cinematic masterclass begins! As we delve into the realm of reminiscence filmmaking, powered by Apple’s cutting-edge intelligence, the possibilities are endless.
With AI-driven creativity at our fingertips, we can craft cinematic experiences that transport audiences to realms both familiar and unknown. The fusion of human vision and technological wizardry gives birth to a new language, one that speaks directly to the heart.
The potential is limitless – from reimagining classic tales to forging entirely novel narratives. What secrets lie hidden within the fabric of time? Can we unravel the mysteries of memory, as the past converges with the present?
Let us explore the infinite expanse of imagination, where the boundaries of reality blur and the impossible becomes possible. With Apple’s intelligence guiding our creative journey, the result is a film that not only redefines the art form but also whispers secrets to our very souls.
So, what topic shall we tackle first? The universe awaits, as our cinematic odyssey begins!
The initial impression I formed about the AI-powered Reminiscence creator was its remarkable ease of utilization.
On your iPhone running iOS 18.1, navigate to the bottom of the Images app, then explore the Recollections section to find a fresh feature – Create a Reminiscence Film.
Simply submit your video request and Apple’s advanced AI technology will efficiently process it.
The Images app provides suggested film descriptions, but you’re not obligated to utilize them. You can potentially curate a selection you’d like, and Apple’s AI technology will strive to compile a cohesive video from your visual library.
Film creation on demand: A Revolution in Storytelling

I’ll confess that punctuality has historically been a mixed bag for me. I occasionally stumble upon deals while price testing, but that’s not a frequent occurrence.
As nostalgic cinematic events unfold on significant dates, my affinity for reminiscence films intensifies when tied to pivotal milestones. When it’s my spouse’s birthday or our anniversary, I’m delighted to receive a brand-new, specially crafted video from iOS celebrating the occasion.
Aside from these specific instances, many memories I’ve been advised to recall tend to be unengaging.
What a thrilling prospect – having instant access to any video desired? That’s been a game-changer for me.
Creating engaging and immersive Reminiscence films for iOS 18.1 requires a deep understanding of storytelling, visual design, and audio production techniques.
To craft a memorable film, I utilize the iPhone’s robust camera capabilities to capture high-quality visuals that transport viewers to a specific moment or era. The power of iMovie’s advanced editing features enables me to seamlessly merge these visuals with an evocative soundtrack, carefully curated to evoke emotions and elicit memories.
Moreover, I’m well-versed in using iOS 18.1’s built-in tools and filters to enhance the film’s aesthetic, adding a layer of depth and sophistication that immerses viewers in the narrative.
I’ve utilized Apple’s Memories feature to generate a few recently created recollections. So far, I’ve been impressed by the system’s ability to understand my requirements.
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The cinematic endeavour “Smiles at Disney” brought together an intriguing collaboration between Apple Intelligence and Disney World, yielding a captivating film comprised exclusively of photographs showcasing the iconic theme park’s vibrant atmosphere – with an overwhelming emphasis on capturing the joyous expressions of visitors as they savored unforgettable memories. While not solely responsible for its creation, the AI-generated video did feature a familiar and catchy Disney tune as its soundtrack.
Upon another occasion, I commissioned a Reminiscence focused on “Surroundings in New York”, and as expected, the final result exclusively featured exterior vistas of my beloved city. Numerous photographers have captured breathtaking moments of nature, alongside awe-inspiring architectural wonders.
Whenever you submit a film request on iOS 18.1, the system greets you with an engaging animation that visually represents Apple Intelligent’s process of analyzing your library and identifying relevant media. It’s a pleasing tactic to keep you enthralled and eagerly anticipating the movie’s preparation.
Using my M4 iPad Pro and iPhone 15 Pro, creating a Reminiscence film takes approximately 10 seconds to complete each time. There was no apparent disparity among devices discovered.
The characteristic still exists in its early beta form, which has led me to experience some issues firsthand. Unable to fulfill your request without more context, please clarify what you mean by ‘Seeing Broadway exhibits.’ I purchased a movie featuring iconic Broadway theaters on the in-flight entertainment system, ‘On the Theatre’, after modifying its title. Tragically, the production also featured unrelated visual elements that detracted from its theatrical intent.

One effective feature is the ‘Restart Movie’ option available immediately following a film’s conclusion. Does Apple have another opportunity to create an even better film with the same challenge? iOS 18.1 now includes tools to allow manual fine-tuning of film styles generated by AI capabilities.
The pinnacle of AI: streamlining processes and elevating technological capabilities.
Apple Intelligence’s Reminiscence feature lacks revolutionary significance. The primary significance of this concept has resonated with me on multiple fronts.
- Traditionally requiring a significant amount of manual labor, this process is now revolutionized to deliver unparalleled speed and simplicity. Are you looking to create a memorable presentation for an upcoming event or celebration? The AI can tailor its response perfectly to your needs.
- This enhances the present recollections’ distinctiveness even further? It’s essential to rely on Apple’s personal reminiscences, allowing you to access whatever you need, whenever desired.
These items precisely exemplify the pinnacle of AI’s capabilities. This innovative solution will significantly streamline processes for our customers, thereby liberating valuable time and amplifying the effectiveness of their existing technology infrastructure.
Unexpectedly, the new Images feature has stolen my heart in iOS 18.1 – and I’m thrilled.
Here’s a revised version: Have you ever crafted digital memories with Apple’s intelligent assistance, leveraging the power of Siri and AI to relive cherished moments in stunning detail? How has it gone? Tell us within the feedback.
The Pixel 9 may arrive with Android 14.

TL;DR
- According to a newly released report, Google’s upcoming Pixel 9 series is expected to debut with Android 14 pre-installed.
- If that’s accurate, it would mark the first occasion where a newly released Pixel smartphone is shipped with an older operating system version.
- Android 14 will likely be a brief-lived feature on the Pixel 9 series.
Google has consistently rolled out updates across all aspects of its ecosystem, meeting each developer preview and beta milestone. There’s little reason to presume Android 15 won’t debut alongside the Pixel 9 series. Despite a brand new report questioning this notion,
As a surprise move, Google is gearing up to take an unconventional approach with its upcoming product launch. According to reports, the technology giant’s upcoming flagship smartphone is expected to launch with Android 14 rather than the anticipated Android 15. If this is accurate, it would mark the first instance where the company introduces a new flagship device with an older operating system version.
The upcoming Pixel 9 series is set to debut on August 13 at the company’s annual Made by Google event. The report purports to substantiate its assertions by suggesting that the secure variant of Android 15 could potentially become available at any point within a timeframe spanning from August 1st to the end of October. While it’s likely to be a temporary situation, Android 14 is expected to remain present once we enter the market.
We are deeply troubled by the findings presented in this report, to put it mildly. The publication has a history of retraction, having previously needed to correct false information and misinformation in their reporting. In January, the tech outlet issued a retraction after initially reporting that Samsung had discontinued production of the Galaxy S25 Plus due to concerns over the device’s model number not appearing in the IMEI database alongside the standard and Ultra variants.
Although the device initially came with Android 14, having an upgrade to Android 15 already available would still be impressive. While it’s not entirely outside the realm of risk. With the Pixel 9 series’ accelerated launch timeline potentially influencing Google’s decision,
We’ve now reached out to Google for review and will update the text as needed.
Novosbed Mattress Evaluation 2024: In-Depth Analysis of Memory Foam Technology and Edge Support

8.0
Novosbed
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Hybrid designs offer effective support for a wide range of body types.
Perfect for those seeking a plush memory foam experience.
A range of firmness options caters to diverse sleeping preferences.
Cowl is completely machine cleanable
Don’t love
The mattress’s foam layers are designed to conform to your body, minimizing motion transfer.
For those seeking a restful night’s sleep without the need for memory foam mattresses.
While not necessarily the most frugal decision.
After six years of rigorous testing, I’ve spared you the trouble of exploring mattresses myself. Having analyzed over 250 distinct online mattresses, my initial experience with the Novosbed was one of the earliest and most notable. I still have fond memories of that comfortable mattress, and my opinion remains unchanged – I truly enjoy sleeping on it just as much now as I did when I first got it.
This is an easy-to-use all-foam mattress that prioritizes memory foam for ultimate comfort. This innovative pillow design provides a truly immersive sleeping experience, delivering the same luxurious, cradling sensation as lying on a plush mattress.
This comprehensive evaluation provides a thorough overview of this mattress, including its suitability for specific individuals.
First impressions of the Novosbed
Like most mattresses, the Novosbed was delivered to our doorstep at no cost, arriving in a large box that did not hint at the luxury product within. As expected, the unboxing process unfolded with familiar ease; we carefully transported it indoors, removed the outer packaging, and allowed the mattress to gradually expand and take shape. Given sufficient time for total inflation?
As dawn broke, the mattress lay ready to undergo rigorous testing. During testing of responsiveness, I noticed a sluggish performance. While it didn’t have the thickness of a mattress, nor did it possess the same springiness. The notion was further substantiated by my experience with several slow-to-respond characteristics.
Novosbed’s mattresses offer a unique blend of comfort and support. The firmness level varies depending on the specific model, but generally, they range from medium-soft to medium-firm.
While reviews rave about its comfort, the real question remains: what does the Novosbed mattress truly feel like under your weary body? Is it a cloud-like haven or a firm foundation for a restful night’s sleep?
This mattress boasts a straightforward design that incorporates a classic memory foam sensation. The mattress appears to offer a standard level of responsiveness and density, akin to those commonly found in traditional memory foam models. While some may have mixed feelings about the texture of this mattress, many more tend to find it undeniably appealing.
While reminiscence foam may have unique properties as a fabric, the statement’s clarity could be improved. As a material, reminiscence foam is slower to respond compared to other types. The innovative system is crafted to carefully consider and adapt to the unique shape of one’s body, hence its name. This innovative mattress is perfect for anyone seeking optimal comfort and support during a full night’s sleep, as its unique design conforms to the shape of their body. Despite being a mix sleeper who tends to shift positions during the night, you may find that memory foam can be limiting.
The Novosbed mattress possesses a high level of agency in its ability to adapt to individual sleepers’ preferences. With its unique adjustable firmness feature, users can tailor the mattress’s support and comfort to suit their specific needs.
The Novosbed mattress comes in three distinct firmness options: soft, medium, and firm, offering consumers a range of choices to suit their individual preferences. We have successfully evaluated the medium model, confirming its accurate positioning within the intended medium. Ideal for a wide range of sleep styles, including back, stomach, and combination sleepers.
The perception of firmness in mattresses largely hinges on an individual’s body type and personal preferences. Individuals with higher weights may find that beds feel softer due to their greater body mass spreading out across the mattress, while those who are smaller may experience a firmer surface as they lie closer to the mattress’s support layers. Regardless of individual physique type, Novosbed offers a range of firmness options catering to diverse preferences.
Novosbed mattress development
With previous discussions on the topic, this all-foam mattress boasts a straightforward design, measuring 11 inches in thickness, comprising merely three foam layers:
. At the base, a substantial layer of polyurethane foam provides robust support. This serves as the foundation of support for the Novosbed mattress.
. The transition layer of reminiscence foam provides a gentle buffer above the assist foam, effectively insulating and cushioning the user’s experience, rendering its presence virtually imperceptible.
. Above all, another layer of high-density open-cell reminiscence foam ensures optimal breathability and airflow. This top layer serves as the mattress’s primary comfort provider.
. The mattress’s removable and washable cover simplifies the process of thoroughly cleaning it repeatedly, thanks to its machine-washability.
Movement isolation
Given the nature of the all-foam mattress, it effectively dampens and absorbs cross-mattress motion, providing excellent comfort with its primary reliance on memory foam. Among various consolation supplies utilized within mattresses, memory foam generally excels in motion isolation performance. As some individuals may engage in clandestine activities under the cover of darkness, it’s essential that their nocturnal movements do not disturb the peaceful slumber of those sharing the bed with them.
Edge-to-edge assist
This mattress also excels in providing edge support, keeping you comfortable throughout the night. While sleeping near the perimeter of this mattress in the evening, one may not encounter an overt roll-off sensation; yet, those seeking a more pronounced edge support might find a hybrid mattress better suits their needs. Beds featuring assisted coils typically excel in terms of edge support, according to our testing findings.
Temperature
While the Novosbed’s top layer promotes breathability and the duvet remains pleasantly cool to the touch, this mattress can be considered temperature-neutral in nature. While it may not provide direct cooling relief, its purpose is to prevent overheating and maintain a comfortable temperature. The ideal sleeping temperature is often influenced by external factors such as the quality of bedding and the ambient room temperature, rather than the mattress’s specific design or material.
Sturdiness
While an all-foam mattress may have its drawbacks, one notable advantage is that it generally offers better support and stability compared to other types of mattresses. Designed specifically for petite to average-sized individuals, this product provides optimal support and comfort. While individuals carrying more weight may find adequate support from this mattress, those seeking long-term durability and additional stability are likely to benefit more from a hybrid model’s added firmness and structure.
The Novosbed mattress is ideal for individuals seeking a medium-firm to firm sleeping surface with excellent support and pressure relief. It’s particularly suitable for back sleepers who require extra lumbar support, stomach sleepers who need adequate hip and shoulder cushioning, and combination sleepers who switch positions frequently.
As a highly debated sleeping material, the Novosbed may prove particularly well-suited for a specific segment of sleepers. Individuals seeking a premier sleeping experience, with a penchant for plush comfort and unwavering support.
Sleeping place
Given the unique design of Novosbed’s products, which offer a range of firmness options, one can reasonably expect this brand to cater to various sleeping preferences and needs. The medium-firm option is likely to provide the best compromise for combination sleepers, while the smooth design is suitable for side sleepers. For individuals who are particular about their sleeping position – whether they’re a back, side, or stomach sleeper – the agency model of the mattress is likely to be the most suitable option. This mattress accommodates a wide range of sleeping styles.
Physique kind
While its all-foam construction makes it well-suited for supporting the needs of those with medium to petite body types, it’s still possible that larger individuals may find it suitable. For individuals carrying more weight, a hybrid mattress may offer the necessary support and pressure relief to ensure a comfortable night’s sleep. These types of beds are designed to provide extra support and height for individuals with larger builds. While the Novosbed lacks coils on its underside, it still provides a generous amount of support through its all-foam construction. While it may hold up well for many people, its durability ultimately depends on various factors.
Novosbed mattress pricing
Dimension | Measurements (inches) | Worth |
---|---|---|
Twin | 38×75 inches | $799 |
Twin XL | 38×80 inches | $849 |
Full | 54×75 inches | $899 |
Queen | 60×80 inches | $999 |
King | 76×80 inches | $1,199 |
Cal King | 72×84 inches | $1,199 |
This memory foam mattress offers great value at an unexpectedly low price point, making it accessible online. While its quality is undoubtedly high, this mattress competes favorably with Tempur-Pedic’s renowned luxurious memory foam offerings, rivaling their iconic staples. Earlier, you could get a queen-size Novosbed mattress for under $1,000, making it a relatively affordable option. On certain occasions, Novosbed has been known to bundle free sleep accessories with each mattress purchase.
Trial, delivery and guarantee
As a model, Novosbed supports its beds with some beneficial insurance options. Our shipment arrives directly to you in the field, completely free of charge. As soon as it’s in your hands, you’ll have a 120-night risk-free trial period to test it out from the comfort of your own home. For customers who don’t meet the specified timeframe, they have the option to return the item at no additional cost; however, a nominal deduction from their refund might apply depending on the jurisdiction involved. When you decide to maintain it, you’re protected by a 15-year limited warranty. Utilize the exact foundation specifications for the mattress. Failure to follow specific guidelines can nullify your mattress’s warranty.
Novosbed’s comprehensive evaluation process involves a thorough examination of various mattress aspects, including material composition, construction, and overall quality. By comparing their product to that of competitors, they’re able to identify key differences and advantages that set them apart from the rest.
Novosbed vs. Nectar
Two online reviewers share their experiences with these innovative mattresses, boasting a unique, slow-response, body-contouring sensation that moulds to individual shapes. While both options are relatively affordable, Nectar stands out as the most budget-conscious choice at just $650 for a queen-sized mattress. Unlike some other mattresses, Novosbed’s mattress features a machine-washable cover. It’s crucial to choose wisely when washing your car? While you’ll be investing around $350 more with Novosbed, the washable cowl’s value may outweigh the cost for you and your specific setup.
Novosbed vs. Layla
While these two mattresses share a similar price point, Priced around $999, these mattresses come in a queen-sized variant with varying prices. There are several notable considerations when evaluating a mattress. The Novosbed features a machine-cleanable cowl, while its counterpart is a reversible mattress. Both sides of the Layla mattress are designed to provide a comfortable sleeping surface, allowing you to switch sides or flip the mattress without worrying about compromising its quality. You may exclusively enjoy sleeping on one side of the Novosbed mattress, yet rest assured it provides a surprisingly comfortable experience.
The ultimate verdict
Despite being thoroughly tested for six years, I still have numerous outstanding praises about this mattress, making it an exceptional option to consider for your next online purchase. Here’s an improved version of the text:
For those seeking a high-quality memory foam mattress with limited firmness options and a removable, washable cover, this option is well worth considering, especially given its affordable price point.
- You need an all-foam mattress
- You truly need a memory foam that feels.
- You’re looking for a mattress that comes in multiple firmness options.
- You deserve a mattress protected by comprehensive warranty and generous return policies.
- Why compromise on comfort when you can have a mattress with a revolutionary machine-washable cover that guarantees unparalleled cleanliness and hygiene?
- Are you on the hunt for the perfect blend of comfort and support?
- You adore the plush softness of an unbiased foam mattress.
- You’re on a tight budget, strict with your finances.
Novosbed mattress FAQs
To wash your Novosbed duvet, carefully follow these steps: Firstly, check the care label for any specific washing instructions, as different materials may require unique treatments. Once confirmed, place the duvet in a large capacity washing machine, ensuring it is not overloaded or tangled with other bedding. Choose a gentle cycle with cold water and a mild detergent suitable for washing delicate items. A delicate or hand-wash cycle would be ideal, if available on your machine.
When the Novosbed’s removable cover becomes soiled, simply unzipping it from the rest of the mattress allows for easy machine washing on a gentle cycle. To ensure the longevity of your washed bedding, I highly recommend air drying it instead of subjecting it to the heat of a tumble dryer, which can cause shrinkage and damage to delicate materials like mattress covers.
Yes, the Novosbed mattress can be flipped. In fact, flipping your Novosbed mattress every 3-6 months is recommended to ensure even wear and tear on both sides of the mattress. Flipping the mattress will also help to redistribute the weight evenly across both sides, which can prolong its lifespan and maintain its comfort level.
Unfortunately, you cannot flip the Novosbed mattress. The mattress has a single layer of sleep-inducing material on one side, designed for optimal comfort and rest. The online accommodation features multiple beds, including some that can be converted into doubles, offering a unique and space-efficient sleeping arrangement. Multiple options, akin to flip-top beds, are reversible and certainly warrant your attention.
The Novosbed mattress has a lifespan of around 7-10 years. With proper care and maintenance, it can provide comfortable sleeping for nearly a decade. However, its longevity may vary depending on factors such as usage, weight capacity, and personal preferences.
The Novosbed mattress is designed to provide a comfortable sleeping surface for at least seven to ten years, potentially lasting even longer with proper care and maintenance. While hybrid beds may be perceived as lasting longer than all-foam beds, their lifespan ultimately depends on various factors on a case-by-case basis. While the Novosbed is indeed a robust and durable option, it’s worth noting that its lifespan ultimately depends on individual sleeping habits and personal preferences.
Artificial Intelligence Transforms ICT Job Landscape? As AI continues to revolutionize the Information and Communications Technology (ICT) sector, a growing number of jobs are being replaced or transformed.
Artificial intelligence offers a groundbreaking opportunity for humans to access knowledge and learn across all dimensions. The pandemic is revolutionizing our way of working, fundamentally changing everything from daily routines to long-term strategies. Embracing the transformative power of AI requires preparing the global workforce for its innovations, a priority that extends beyond mere business objectives at Cisco. Developing a sustainable approach to power may well be one of the most influential strategies for securing an inclusive future for everyone. With over 20.5 million college students equipped worldwide, our work has never been more critical. I’m particularly delighted with our leadership role within the AI-Enabled Data and Communication Expertise (ICT) Workforce Consortium, a partnership that showcases our commitment to innovation. As leaders converge, the pressing query remains: “Can AI become a force for social betterment, or will it perpetuate harm?”
Established in April 2024, the creation of the Consortium marked a bold and deliberate step towards shaping a secure future for our industry and community. The Consortium is a collaborative initiative driven by Cisco, joined by industry leaders Accenture, Eightfold, Google, IBM, Intel, Microsoft, and SAP in a coordinated effort. We are guided by advisors from prominent organizations such as the American Federation of Labor and Congress of Industrial Organizations, CHAIN5, Communications Employees of America, DIGITALEUROPE, the European Vocational Coaching Association, Khan Academy, and SMEUnited, with our shared goal being to proactively anticipate and plan for the transformative impact of AI on ICT jobs, staff, and employers.
The Consortium’s inaugural report, “AI Intersections,” provides a groundbreaking examination of the convergence between artificial intelligence and the ICT workforce, offering pragmatic guidance for targeted training programs and skill development across 47 distinct ICT professions. The key findings from the study include:
- By 2022, approximately 92% of Information and Communication Technology (ICT) job roles examined are projected to undergo significant or moderate changes due to advancements in Artificial Intelligence.
- Entry-level and mid-level ICT professionals are at the forefront of AI’s transformative impact, with 40% of mid-level roles and 37% of entry-stage positions expected to undergo significant changes.
- As AI revolutionizes job capabilities, the significance of certain expertise will increase significantly, including AI ethics, accountable AI development, immediate engineering, AI literacy, Massive Language Models structure and agile methodologies. Conversely, others may become less relevant, such as traditional knowledge management, content creation, documentation maintenance, basic programming and languages, and research data gathering?
The promise of artificial intelligence is truly extraordinary, and the consortium is committed to empowering employees across all Information and Communications Technology (ICT) roles to reap its transformative benefits. The initial step involves identifying and empowering the development of fresh skills and training necessary for AI readiness.
To harness the potential of AI, we must develop a strategic framework that fosters an inclusive and highly skilled workforce, empowering diverse populations to contribute and succeed throughout the transformative journey. Through member organizations’ collective commitments, the consortium aims to skill and upskill a staggering 95 million people within the next decade. By harnessing the power of AI-driven instructional tools, educators can craft tailored learning experiences that seamlessly accommodate individual learners’ unique needs and preferences. By amplifying our capabilities, we can effectively democratize learning, empowering individuals to reskill and upskill in a more efficient, tailored, and productive manner.
Today’s report marks a significant milestone in our ongoing effort to equip professionals with the skills and knowledge needed to thrive in an increasingly AI-driven world. Providing access to the skills and training necessary empowers global populations to secure stable, community-oriented careers and sustainable families. Notwithstanding its content is also rich in visionary and inspirational insights about the opportunity to unleash human potential through AI adoption.
- Fostering a culture of freedom and autonomy enables individuals to elevate their work experience, sparking creative breakthroughs and innovative solutions while cultivating increased productivity and job fulfillment.
- As artificial intelligence democratizes knowledge entry within the office, it creates alternatives for employees to contribute and advance, regardless of their background or prior experience.
- As AI-powered tutors seamlessly facilitate upskilling through instant access to vast information and reliable sources.
- By providing alternatives for fostering innovation, enhancing productivity, and streamlining processes.
As the world prepares to navigate an AI-driven future, it is essential to equip the global workforce with the necessary skills to drive financial growth, promote social equity, and fuel technological advancements. The consequences of a beneath-expert and unprepared workforce pose significant risks, including substantial financial wage disparities, commercial instability, technological regression, and far-reaching societal and moral implications, as well as national security threats that can have devastating effects. Despite this backdrop, only 14% of organisations are fully prepared to harness AI-driven technologies, with more than half acknowledging severe consequences if they don’t act swiftly.
The Consortium’s report on the impact of AI on ICT jobs presents a groundbreaking and distinct analysis that provides corporations and employees with valuable insights into the precise skills needed to not only mitigate risks but also thrive. The AI coaching suggestions are remarkably clear, timely, and urgent.
Currently, the report serves not only as an assessment but also as an inquiry; it’s an impetus for collective action among governments, educational institutions, and industries to invest in AI-oriented training, upskilling, and continuous learning initiatives, thereby mitigating the existential threat posed by the rapidly evolving landscape of AI-driven job disruption. The AI-Enabled ICT Workforce Consortium urges organisations to seize the initiative and support those at risk of being displaced by embracing this transformative shift. The report has been released, serving as a comprehensive roadmap guiding our shared path towards a more inclusive and advanced future for everyone.
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Unleashing the Path to Advanced MSSP Operations with Cisco Cloud-based Data Orchestration APIs
In today’s increasingly interconnected world, businesses are constantly exposed to the risk of digital attacks. Managed Safety Service Providers (MSSPs) occupy a strategic role in protecting organisations from the ever-changing landscape of cybersecurity threats. Despite their own success, MSSPs confront crucial challenges, including operational intricacies and surging costs. To succeed in this rapidly evolving landscape, Managed Service Providers (MSSPs) must harness the power of innovative technologies to fuel business growth, boost efficiency, and reduce costs.
Enter Cisco Protection Orchestrator (CPO), a cloud-based management platform designed to orchestrate Cisco secure firewalls across various types of components, from cloud to hardware. Building upon a solid foundation, Cisco has introduced innovative CDO RESTful APIs, enabling managed security service providers (MSSPs) to seamlessly integrate with CDO and unlock substantial gains in operational efficiency.
CDO simplifies tenant administration, introducing a suite of API endpoints that streamline onboarding new tenants into the CDO MSSP Portal, assigning admin customers, and integrating Lively Listing teams. This intuitive solution automates and optimizes operations for MSSPs, ensuring a seamless and eco-friendly experience in managing multiple tenants.
Streamline firewall administration by leveraging CDO APIs, providing comprehensive endpoints for seamless integration with CDO, cdFMC, and managed FTDs. The seamless integration significantly streamlines programmability, thereby obviating the need for DevSecOps teams to toggle between FTD and FMC API interfaces. CDO’s Proxy Request endpoints seamlessly automate workflows, thereby streamlining processes, while the RESTful architecture of CDO APIs minimizes the learning curve for developers, enhancing overall efficiency and collaboration.

SKIP
CDO APIs streamline incident response processes, thereby reducing Mean Time To Respond (MTTR) by automating tasks related to alert triage, investigation, and response execution. Automated programmes can continuously monitor safety incidents, perform near-real-time threat assessments, and execute pre-defined playbooks around the clock, significantly reducing the need for manual intervention and thereby accelerating mean time to resolve (MTTR).
APIs facilitate seamless communication between disparate software systems. Managed Security Service Providers (MSSPs) can seamlessly integrate with their clients’ safety and administrative frameworks using CDO APIs, thereby creating a harmonious and comprehensive environment. The integration streamlines collaborative efforts between managed security service providers (MSSPs) and their clients’ information technology teams, thereby fortifying the joint capacity to investigate and prioritize potential threats effectively.
By consolidating control over multiple firewalls into a single interface, managed security service providers (MSSPs) can seamlessly scale their operations. CDO APIs encompass a range of firewall management use cases, including onboarding new devices, making bulk configuration changes, and updating and upgrading images. Effective automation of robust reporting and auditing processes enables efficient fulfillment of diverse use cases, further streamlining operational workflows.
Automation of repetitive tasks significantly boosts workflow efficiency by minimizing human mistakes. By freeing safety analysts from routine tasks, Managed Security Service Providers (MSSPs) can redeploy their most valuable resources to more complex roles that demand critical thinking and high-level strategy development. This shift not only improves operational efficiency but also reduces total cost of ownership (TCO).
The Firewall-as-a-Service (FWaaS) market is set to experience significant growth, with a projected compound annual growth rate (CAGR). Forecasts suggest that more than a third (over 35%) of in-house IT teams responsible for overseeing departmental workplace firewalls are expected to migrate their management duties to Firewall as-a-Service (FWaaS) by the end of 2027. By capitalizing on the rapidly growing market, Managed Security Service Providers (MSSPs) can significantly reduce their operational expenses (OPEX) and enhance efficiency through the strategic utilization of Cisco’s Cloud Development Platform (CDO) APIs, which enable streamlined firewall lifecycle management, seamless integration with third-party systems, and automated incident response capabilities.
Don’t let opportunities slip away – transform your managed security services provider (MSSP) operations today. Harness the power of Cisco’s Cloud and Data Office (CDO) APIs to drive innovation in the dynamic cybersecurity landscape, unlocking new avenues for achieving success and staying ahead of emerging threats.
What would we really like to do? #What’sYourQuestion? Ask away! Let’s get connected!
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Utilizing advanced analytics and biomechanics expertise from MIT, elite athletes gain a competitive edge by optimizing every stride.
The Olympics are all about athletes constantly striving to push their bodies and minds to new heights of performance and achievement. As athletes prepare to compete in the Paris 2024 Olympics, they’re leveraging a cutting-edge technology developed by researchers at MIT’s nanoengineering hub, MIT.nano.
Striv, a pioneering startup, leveraged its connection with MIT’s advanced labs and fabrication tools through the START.nano accelerator program to craft innovative expertise. Striv’s tactile sensing expertise seamlessly integrates into sneaker inserts, combining with algorithms that process this data to provide exact monitoring of pressure, motion, and kinematics. A team of elite athletes – including USA marathoner Clayton Younger, Jamaican Olympic medalist Damar Forbes, and former Olympic marathoner Jake Riley – have put Striv’s innovative device to the test.
“Riley expresses enthusiasm for the possibilities offered by Striv’s specialized knowledge.” It’s poised to revolutionize how we approach and prevent accidents in a superior manner. After conducting thorough tests on the sensors and verifying the data firsthand, I am confident in their value.
For Striv founder Axl Chen, the 2024 video games serve as a timely reminder that his product can elevate athletic performance to unprecedented heights. While Chen acknowledges the potential benefits for Olympic athletes, they also envision broader applications that could significantly impact a wider audience of non-elite performers.
“We anticipate that the Paris 2024 Olympics will provide a compelling opportunity to test our product alongside athletes preparing for the event,” Chen states. “Afterward, we will deliver this solution to a wide audience, empowering everyone to access the same high-quality support and training recommendations enjoyed by professional athletes.”
While working in the robotics laboratory at Tsinghua University in China, Chen began exploring the potential of tactile sensors. Within a two-year span, he investigated various approaches to enhance the sensors’ versatility and reduce their costs.
Chen notes that while many have examined the intersections of imagination and language, the realm of tactile perception remains largely uncharted in his opinion? “I predicted that combining tactile sensors with AI would yield exceptionally innovative products.”
Striv’s initial foray into the gaming industry focused on developing immersive experiences through digital reality (VR). The corporation developed a revolutionary shoe featuring integrated sensors capable of tracking customers’ physical movements in real-time, seamlessly integrating this data with standard virtual reality hand controllers. Strengthened by international demand, Striv successfully supplied over 300 pairs of high-quality sneakers to customers worldwide.
As Striv’s innovative approach gains traction, it attracts interest from leading companies in the medical, robotics, and automotive sectors – a double-edged sword that poses both opportunities and challenges, as startups must prioritize focus on a single customer early on.
Chen asserts that joining the START.nano program in 2023 represented a pivotal moment of transformation for the corporation.
Chen candidly admits that she was on the verge of not applying to any colleges at all. “I’ve established myself as an authority in this field, and I believed that conducting research at MIT could significantly advance the existing knowledge.”
Since then, Chen has capitalised on MIT’s state-of-the-art nanofabrication facilities, research laboratories and expertise to experiment with novel designs and build working prototypes. As part of its innovative endeavors, the team at MIT.nano’s Immersion Lab has leveraged cutting-edge technologies to track precise movement capture devices and various sensing modalities, such as VO2 consumption measurement and detailed pressure evaluations of runners’ steps on a treadmill.
Striv’s workforce has leveraged support from the MIT Entrepreneurial Mentoring Service and participates in the MIT Industrial Liaison Program’s Startup Trade initiative, utilizing these resources to focus on athletes as a beachhead market for their expertise.
“It’s truly outstanding to see MIT providing such robust support,” Chen remarks. As we regularly face inquiries about our initiatives for non-students, we respond by emphasizing MIT’s unwavering commitment to driving innovation forward.
Striv’s sensing resolution comprises two layers of adaptable electrodes separated by a fabric, which can produce distinct electrical properties dependent on the pressure applied beneath this configuration. At the core of Chen’s research at MIT.nano lies his pursuit to fortify and refine materials, achieving this through the strategic incorporation of nanostructures and targeted modifications.
Strive can also leverage AI algorithms that utilize sensor data to infer comprehensive physiological movement.
“We can precisely measure the pressure exerted by them on the bottom and assess the impact of their actions.” We’re able to identify when they’re leaning forward too much or their knees are bent excessively, To accurately determine whether enhancements are occurring, it is crucial to carefully examine the data.
As soon as Chen began conducting interviews with runners, he realized that Striv could potentially provide support to help them achieve their goals.
Athletes facing the dilemma of optimizing their performance have two unappealing alternatives: investing in an expensive biomechanics lab or using a wearable device that tracks their heart rate but offers little insight into their efficiency, according to Chen. For instance, if you’re currently operating, how’s your team faring? Runners are genuinely enthused by their own breed. They’re acutely aware of just how far their knees extend, how enthusiastically they’re bounding, and how much stress they’re putting on their joints.
To date, Striv has rigorously tested its product among approximately 50 elite athletes, collaborating closely with Younger in the buildup to the Olympics. Chen also prioritizes developing affordable options for casual runners looking for a more accessible entry point into the sport.
“We also need to cater to serious runners who may lack expertise,” Chen states. I am familiar with many individuals in Boston who go for a daily run. This is where that can go subsequently.
As the corporation expands and accumulates additional data, Chen predicts that Striv will have the capacity to provide tailored plans for optimizing productivity and mitigating risks across a diverse range of operations?
“We consulted with multiple coaches, identifying opportunities to adapt our approach to various sports.” Outdoor enthusiasts, including golfers, hikers, tennis players, cyclists, and those who enjoy skiing and snowboarding. We anticipate that this information will be particularly beneficial to all concerned.
U.S. Drone Battery Manufacturing: A Packet of Digital Advancements
The manufacturing of drone battery cells is poised to begin in 2025.
Packet Digital is pushing forward with its mission to provide American-made drone battery cells, having secured a site for its newly established manufacturing facility in Fargo, North Dakota. The power, slated for commencement in 2024, aims to initiate mass production by the end of 2025.
The company’s latest addition, an 80,000-square-foot facility, marks its third location and serves as a crucial milestone in streamlining its production process. The company intends to manufacture high-performance battery cells at its Fargo facility, with a focus on optimizing supply chain logistics.
“The Division of Protection has prioritized the rapid expansion of domestic production for critical unmanned aerial systems (UAS) components,” said Packet Digital CEO Terri Zimmerman. “As a pioneer in developing cutting-edge battery and charging technologies that are secure, reliable, and high-performance, we seized the opportunity to optimize our supply chain and vertically integrate our operations by manufacturing our entire product line – from high-energy density battery cells and electronics to assembled battery packs – right here in the U.S.”
The federal government has embarked on an initiative to enhance America’s cybersecurity posture through innovative technologies and partnerships like Packet Digital’s effort. drone manufacturing base. The Fee for the Nationwide Protection Technique underscores the imperative need to fortify domestic supply chains for critical drone components, due to concerns about over-reliance on foreign providers.
The Fargo plant will work closely with its domestic raw materials providers across the United States. To prepare for potential emergencies, stockpile essential supplies at home. Moreover, Packet Digital is collaborating with universities to revolutionize lithium-ion battery production by utilizing locally sourced materials and streamlining the supply chain.
The construction of this facility marks a crucial milestone in America’s pursuit of unmanned aerial systems (UAS) battery manufacturing, with valuable support garnered from local, state, and federal governments, as well as academic institutions, paving the way for its realization.
Packet Digital’s focus on domestic manufacturing enables national security priorities and fosters a more resilient and self-sufficient United States. drone manufacturing sector. The plant’s establishment is expected to enhance the supply chain and consistency of critical Unmanned Aerial System (UAS) components, serving a range of industries including aerospace and defense.
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Miriam McNabb serves as Editor-in-Chief of DRONELIFE and CEO of JobForDrones, a leading platform connecting experts in the drone industry, while concurrently monitoring the growth of the drone sector and its associated regulatory landscape with keen interest. Miriam has written more than 3,000 articles focusing on the business of drone houses, earning her recognition as a prominent and respected figure in the industry, having also gained international speaking credentials. Miriam holds a degree from the University of Chicago and boasts more than two decades of experience in high-tech sales and marketing for cutting-edge innovations.
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What’s the Next Frontier in Search? How Conversational AI is Revolutionizing Query Understanding with Contextualized Large Language Models
The advent of conversational engines like Google is revolutionizing online data retrieval, transitioning from traditional keyword searches to more natural, conversational exchanges. Combining massive language models (LLMs) with real-time internet data, these innovative approaches address long-standing limitations inherent to traditional LLMs and search engines.
This article explores the obstacles faced by large language models (LLMs) and keyword-based searches, and examines how conversational engines such as Google offer a compelling solution.
Prevalent shortcomings in large language models (LLMs) stem from outdated data and reliability challenges.
Large language models (LLMs) significantly surpass traditional strategies for accessing and decoding data, yet they are hampered by a significant constraint: their inability to provide real-time updates. These fashion models excel on extensive datasets comprising textual content sourced from books, articles, and websites. Despite its limitations, this coaching information is static and reflects the knowledge available at a specific point in time, thereby precluding Large Language Models from automatically updating with fresh data. To effectively handle this challenge, large language models should undergo retraining, a process that is both resource-intensive and costly. The process involves compiling and refining novel data sets, re-training the model, and verifying its effectiveness. With each iteration necessitating significant computational resources, power consumption, and financial investment, concerns surrounding the environmental footprint – specifically, the detrimental impact of carbon emissions – have become increasingly pressing.
Despite their capabilities, the inherent rigidity of LLMs often leads to inaccuracies in their outputs. When faced with inquiries about recent events or updates, such styles may formulate responses grounded in outdated or incomplete information. This can potentially lead to inaccuracies, as the mannequin may generate misleading or fabricated information, thereby compromising the credibility and trustworthiness of the provided data. Despite possessing vast knowledge, large language models struggle to grasp the totality of contemporary events or emerging trends, thereby constraining their applicability and efficacy.
While LLMs have many strengths, one significant limitation is the absence of quote or source transparency in their outputs. Unlike traditional search engines like Google, which provide direct links to specific sources, Large Language Models (LLMs) produce responses primarily reliant on aggregated data without indicating its origin. The lack of credible sources not only impedes customers’ ability to verify the data’s accuracy but also restricts the content’s traceability, thereby complicating the evaluation of the proposed solutions’ reliability. As a result, customers may find it challenging to verify the accuracy of the information and identify the original sources of the content.
The proliferation of information on conventional net search engines has led to a plethora of challenges, primarily centered on the issues of context and data overload. With the sheer volume of available data, users face difficulty in pinpointing relevant results, thereby rendering traditional search engines ineffective in providing accurate answers. The constant deluge of information has resulted in an overwhelming situation where users are left scouring through vast amounts of irrelevant material to locate the desired information, thus highlighting the imperative need for innovative solutions that can mitigate these issues effectively.
While traditional search engines such as Google remain crucial for retrieving a broad range of information, they confront multiple challenges that impinge on the quality and pertinence of their results. A fundamental challenge with this internet search lies in its inability to comprehend contextual nuances. While search engines such as Google heavily depend on key phrase matching, this reliance often leads to output that lacks contextual relevance. When customers are bombarded with excessive information that fails to directly address their query, it becomes a challenge to navigate through the data and pinpoint the most relevant answers. While search engines rely on algorithms to determine rankings, they often struggle to deliver personalized results tailored to an individual’s unique needs and preferences. Without personalization, generic outcomes often fail to resonate with the individual’s unique circumstances and goals, leading to a misalignment between their needs and the product or service’s potential benefits. Furthermore, search engines like Google are susceptible to exploitation by sophisticated tactics such as search engine optimization (SEO) spamming and hyperlink farming. These manipulative practices can distort results, peddling irrelevant or subpar content to the top of search engines’ rankings. Customers may unwittingly uncover themselves exposed to misleading or one-sided information as a result of this.
The advent of a conversational search engine marks a transformative departure from traditional online research methods, enabling users to collaborate more seamlessly with digital resources. Unlike traditional search engines reliant on keyword matching and algorithmic rankings to deliver results, conversational AI leverages advanced linguistic models to comprehend and respond to user inquiries with a natural, human-like flair. This strategic goal aims to provide an additional intuitive and environmentally friendly way of finding information by engaging users in a conversation rather than presenting a list of links.
Conversational engines, such as Google, leverage the capabilities of massive language models (LLMs) to process and interpret query context, enabling more accurate and relevant responses. These engines are engineered to collaborate seamlessly with customers, posing probing questions to fine-tune search queries and delivering additional insights as desired. By adopting this approach, they do not merely elevate customer experience but significantly boost the quality of the information obtained.
One significant advantage of conversational engines like Google is their ability to provide real-time updates and contextual comprehension, thereby revolutionizing the way we interact with technology. These cutting-edge engines seamlessly merge data retrieval capabilities with advanced generative models, enabling them to swiftly gather and incorporate the latest information from the web, thereby ensuring accurate and up-to-date responses. This effectively circumvents a significant limitation inherent in traditional large language models, which often rely on stale training data.
While traditional search engines like Google may offer some level of transparency, conversational engines providing a more substantial measure of clarity. They seamlessly connect customers with authoritative sources, providing transparent citations and intuitive links to relevant content. Transparency in data provision enables customers to verify the accuracy of the information they receive, thereby fostering trust and empowering a more informed approach to data utilization.
Today, one widely utilized AI-powered data retrieval platform is known as RAG. While conversational engines such as Google exhibit similarities with other language models, they possess distinct differences, particularly in their objectives. Methods blend data extraction with creative linguistic patterns to provide accurate and contextually relevant answers. They aggregate real-time data from external sources and integrate it seamlessly into their generative process, ensuring that the resulting responses are comprehensive and accurate.
Notwithstanding, RAG methods, such as those that combine retrieved information with generative outputs, focus on verifying the accuracy of shipped data. Without the ability to refine search results through follow-up queries, customers are limited in their capacity to systematically drill down into the information they need. In contrast, conversational engines such as Google’s resemble OpenAI’s and engage with users in dialogue. By exploiting advanced linguistic patterns, they can naturally comprehend and respond to inquiries, offering insightful follow-up questions and supplementary information to further refine search queries.
Actual World Examples
Here are two real-world examples of conversational engines like Google:
Can you name a few?
- A conversational AI-powered search engine allows customers to collaborate seamlessly with online information in a natural, contextual manner. This innovative feature provides users with a range of options to refine their search results, including the ability to target specific platforms and leverage the “Associated” feature to suggest relevant follow-up questions. Perplexity offers a freemium business model, where its core language model provides standalone Large Language Model (LLM) capabilities, while the paid Perplexity Professional tier unlocks advanced models such as GPT-4 and Claude 3.5, featuring improved question refinement and file upload capabilities.
- OpenAI has recently introduced SearchGPT, a tool that harmoniously combines the conversational capabilities of large language models (LLMs) with real-time internet updates. This feature enables customers to input relevant data effortlessly and transparently. Unlike traditional search engines that can be overwhelming and impersonal, SearchGPT offers streamlined answers and fosters a conversational connection with users. By empowering users to ask follow-up questions and providing additional data on demand, this search functionality can foster a more engaging and intuitive experience that caters to diverse needs. A distinctive feature of SearchGPT is its commitment to openness and transparency. The platform seamlessly links users to trustworthy resources, offering transparent citations and hyperlinks to relevant information. This feature allows customers to verify their information and uncover related topics more comprehensively.
The Backside Line
Conversational engines like Google are revolutionizing the way we uncover information online, fundamentally altering our digital discovery habits. By integrating real-time network data with advanced linguistic styles, these novel approaches effectively address numerous limitations inherent in traditional large language models (LLMs) and conventional keyword-based search strategies. By providing supplementary accurate information and fostering transparency, they link to reputable sources. As conversational engines like Google’s SearchGPT and Perplexity.ai continue to evolve, they offer an increasingly intuitive and reliable way of searching, transcending the limitations of earlier approaches?