#digital adoption solutions

[ajmishra]

Dominating the Market with Cloud Power

Explore how leveraging cloud technology can help businesses dominate the market. Learn how cloud power boosts scalability, reduces costs, enhances innovation, and provides a competitive edge in today's digital landscape. Visit now to read more: Dominating the Market with Cloud Power

[farmerstrend]

Why Kenya's Agritech Startups Struggle to Penetrate the Market Despite Strong Investment

Discover why Kenya’s agritech startups struggle with market penetration despite strong investment, and explore how regulatory challenges and fragmented services hinder growth in the sector. Kenya’s agritech industry faces hurdles beyond funding, including complex regulations and data security concerns. Learn how startups can overcome these challenges to scale and succeed. Uncover the key barriers…

[vastedge330]

Is your organization ready for a cloud migration? This blog post highlights eight key indicators that suggest it's time to move your IT operations to the cloud. From outdated infrastructure and rising maintenance costs to the need for scalability and improved collaboration, discover the signs that signal your business could benefit from a cloud transition.

[grey-space-computing]

Boost E-commerce in Saudi Arabia with ML-Powered Apps

In today's digital era, the e-commerce industry in Saudi Arabia is rapidly expanding, fueled by increasing internet penetration and a tech-savvy population. To stay competitive, businesses are turning to advanced technologies, particularly Machine Learning (ML), to enhance user experiences, optimize operations, and drive growth. This article explores how ML is transforming the e-commerce landscape in Saudi Arabia and how businesses can leverage this technology to boost their success.

The Current E-commerce Landscape in Saudi Arabia

The e-commerce market in Saudi Arabia has seen exponential growth over the past few years. With a young population, widespread smartphone usage, and supportive government policies, the Kingdom is poised to become a leading e-commerce hub in the Middle East. Key players like Noon, Souq, and Jarir have set the stage, but the market is ripe for innovation, especially with the integration of Machine Learning.

The Role of Machine Learning in E-commerce

Machine Learning, a subset of Artificial Intelligence (AI), involves the use of algorithms to analyze data, learn from it, and make informed decisions. In e-commerce, ML enhances various aspects, from personalization to fraud detection. Machine Learning’s ability to analyze large datasets and identify trends is crucial for businesses aiming to stay ahead in a competitive market.

Personalized Shopping Experiences

Personalization is crucial in today’s e-commerce environment. ML algorithms analyze user data, such as browsing history and purchase behavior, to recommend products that align with individual preferences. This not only elevates the customer experience but also drives higher conversion rates. For example, platforms that leverage ML for personalization have seen significant boosts in sales, as users are more likely to purchase items that resonate with their interests.

Optimizing Inventory Management

Effective inventory management is critical for e-commerce success. ML-driven predictive analytics can forecast demand with high accuracy, helping businesses maintain optimal inventory levels. This minimizes the chances of overstocking or running out of products, ensuring timely availability for customers. E-commerce giants like Amazon have successfully implemented ML to streamline their inventory management processes, setting a benchmark for others to follow.

Dynamic Pricing Strategies

Price is a major factor influencing consumer decisions. Machine Learning enables real-time dynamic pricing by assessing market trends, competitor rates, and customer demand. This allows businesses to adjust their prices to maximize revenue while remaining competitive. Dynamic pricing, powered by ML, has proven effective in attracting price-sensitive customers and increasing overall profitability.

Enhanced Customer Support

Customer support is another area where ML shines. AI-powered chatbots and virtual assistants can handle a large volume of customer inquiries, providing instant responses and resolving issues efficiently. This not only improves customer satisfaction but also reduces the operational costs associated with maintaining a large support team. E-commerce businesses in Saudi Arabia can greatly benefit from incorporating ML into their customer service strategies.

Fraud Detection and Security

With the rise of online transactions, ensuring the security of customer data and payments is paramount. ML algorithms can detect fraudulent activities by analyzing transaction patterns and identifying anomalies. By implementing ML-driven security measures, e-commerce businesses can protect their customers and build trust, which is essential for long-term success.

Improving Marketing Campaigns

Effective marketing is key to driving e-commerce success. ML can analyze customer data to create targeted marketing campaigns that resonate with specific audiences. It enhances the impact of marketing efforts, leading to improved customer engagement and higher conversion rates. Successful e-commerce platforms use ML to fine-tune their marketing strategies, ensuring that their messages reach the right people at the right time.

Case Study: Successful E-commerce Companies in Saudi Arabia Using ML

Several e-commerce companies in Saudi Arabia have already begun leveraging ML to drive growth. For example, Noon uses ML to personalize the shopping experience and optimize its supply chain, leading to increased customer satisfaction and operational efficiency. These companies serve as examples of how ML can be a game-changer in the competitive e-commerce market.

Challenges of Implementing Machine Learning in E-commerce

While the benefits of ML are clear, implementing this technology in e-commerce is not without challenges. Technical hurdles, such as integrating ML with existing systems, can be daunting. Additionally, there are concerns about data privacy, particularly in handling sensitive customer information. Businesses must address these challenges to fully harness the power of ML.

Future Trends in Machine Learning and E-commerce

As ML continues to evolve, new trends are emerging that will shape the future of e-commerce. For instance, the integration of ML with augmented reality (AR) offers exciting possibilities, such as virtual try-ons for products. Businesses that stay ahead of these trends will be well-positioned to lead the market in the coming years.

Influence of Machine Learning on Consumer Behavior in Saudi Arabia

ML is already influencing consumer behavior in Saudi Arabia, with personalized experiences leading to increased customer loyalty. As more businesses adopt ML, consumers can expect even more tailored shopping experiences, further enhancing their satisfaction and engagement.

Government Support and Regulations

The Saudi government is proactively encouraging the integration of cutting-edge technologies, including ML, within the e-commerce industry. Through initiatives like Vision 2030, the government aims to transform the Kingdom into a global tech hub. However, businesses must also navigate regulations related to data privacy and AI to ensure compliance.

Conclusion

Machine Learning is revolutionizing e-commerce in Saudi Arabia, offering businesses new ways to enhance user experiences, optimize operations, and drive growth. By embracing ML, e-commerce companies can not only stay competitive but also set new standards in the industry. The future of e-commerce in Saudi Arabia is bright, and Machine Learning will undoubtedly play a pivotal role in shaping its success.

FAQs

How does Machine Learning contribute to the e-commerce sector? Machine Learning enhances e-commerce by improving personalization, optimizing inventory, enabling dynamic pricing, and enhancing security.

How can Machine Learning improve customer experiences in e-commerce? ML analyzes user data to provide personalized recommendations, faster customer support, and tailored marketing campaigns, improving overall satisfaction.

What are the challenges of integrating ML in e-commerce? Challenges include technical integration, data privacy concerns, and the need for skilled professionals to manage ML systems effectively.

Which Saudi e-commerce companies are successfully using ML? Companies like Noon and Souq are leveraging ML for personalized shopping experiences, inventory management, and customer support.

What is the future of e-commerce with ML in Saudi Arabia? The future looks promising with trends like ML-driven AR experiences and more personalized

[hk-1989]

Overcoming Resistance: Strategies for Embracing Technology in Healthcare

In the ever-evolving landscape of healthcare, the journey toward embracing technology is often met with challenges and barriers. However, by implementing innovation implementation strategies and tech integration strategies, healthcare organizations can overcome resistance and harness the full potential of technological advancement to improve patient care.

One of the primary hurdles in embracing technology is tech adoption. Healthcare professionals may be hesitant to embrace new tools and platforms due to concerns about usability, workflow disruptions, or lack of training. To address this, organizations must prioritize education and support, providing comprehensive training programs and ongoing guidance to ensure smooth tech adoption across all levels of the organization.

Furthermore, successful innovation implementation requires a holistic approach that goes beyond simply introducing new technologies. It involves digital solutions that align with the organization's goals and workflows, empowering healthcare professionals to deliver more efficient and effective care. Whether it's implementing electronic health records (EHRs), telemedicine platforms, or AI-driven diagnostic tools, the key is to focus on solutions that enhance patient outcomes and streamline processes.

Moreover, technological advancement in healthcare is not just about adopting the latest gadgets—it's about leveraging technology to drive meaningful change and improve patient outcomes. By embracing a culture of innovation and continuous improvement, healthcare organizations can stay at the forefront of technological advancement, constantly seeking new ways to enhance the delivery of care and meet the evolving needs of patients.

At the heart of these efforts lies the need for effective tech integration strategies. Integration is key to ensuring that disparate systems and technologies work together seamlessly, enabling data exchange, interoperability, and collaboration across departments and specialties. Whether it's through interoperable EHR systems, integrated telemedicine platforms, or data analytics tools, successful tech integration strategies pave the way for a more connected and efficient healthcare ecosystem.

In conclusion, embracing technology in healthcare requires a multifaceted approach that addresses tech adoption, innovation implementation, technological advancement, and tech integration strategies. By overcoming resistance and embracing technology, healthcare organizations can unlock new opportunities for improving patient care, driving efficiencies, and ultimately, transforming the future of healthcare.

[teenagebluebirdstrawberry]

Om Digi Group's Website Developers: Masters of Digital Craftsmanship

Crafting Digital Excellence

Om Digi Group's website developers are renowned for their mastery in crafting digital excellence. With expertise in a wide array of programming languages and development frameworks, they bring creativity and precision to every project they undertake. From conceptualization to execution, their attention to detail ensures that each website they develop is not just functional but also visually stunning.

Tailored Solutions for Unique Needs

Understanding that every client has unique goals and requirements, Om Digi Group's website developers offer tailored solutions to meet specific needs. They collaborate closely with clients, delving into their objectives, target audience, and brand identity. This collaborative approach ensures that each website is custom-built to resonate with the client's vision and objectives.

Innovation Driven Development

Innovation is ingrained in Om Digi Group's ethos, and its website developers are at the forefront of driving digital innovation. They stay updated on the latest technologies and trends, constantly exploring new tools and techniques to enhance their craft. By embracing innovation, they create websites that not only meet but exceed expectations, setting new standards in the industry.

User-Centric Design Philosophy

Om Digi Group's website developers prioritize user experience above all else. They understand that a website's success hinges on its ability to engage and delight users. Therefore, they adopt a user-centric design philosophy, focusing on intuitive navigation, clear calls-to-action, and seamless interactions. By putting the user first, they ensure that each website delivers a memorable and engaging experience for visitors.

[shris890]

Exploring Public Cloud Fundamentals: Unravelling the World of Cloud-Based Solutions

Introduction

In today’s fast-paced digital landscape, businesses are constantly seeking innovative ways to adapt, grow, and stay competitive. One of the most transformative technologies that have reshaped the business world is the adoption of public cloud offerings such as AWS (Amazon Web Services) and Azure (Microsoft’s cloud platform). At PDcloudEX, we are committed to guiding you through the fundamental concepts of public cloud technology, its benefits, and its implications for your business. Join us on this journey to understand the world of unparalleled cloud-based solutions.

[multimeta-llc]

Multimeta LLC: Pioneering the Metaverse with Web 3.0 Development

In an era where the digital world is constantly evolving, one company stands at the forefront of innovation, driving the transformation of the internet into the metaverse. Multimeta LLC, a trailblazing metaverse development company, is leading the charge in the realm of web 3.0, shaping a future where virtual and physical realities seamlessly merge.

A Glimpse into the Metaverse:

Before we dive into Multimeta LLC's pioneering work, let's take a moment to understand the concept of the metaverse and why it's generating so much buzz. The metaverse represents a convergence of augmented reality (AR), virtual reality (VR), and the internet, creating immersive digital spaces where users can interact, work, play, and socialize. It's a vision of the internet as a three-dimensional, interconnected world.

Multimeta LLC: The Visionaries Behind the Metaverse:

Metaverse development UAE is not just a company; it's a vision. At its core, Multimeta is on a mission to redefine how we experience the digital world. They are committed to pushing the boundaries of technology to create immersive, engaging, and transformative metaverse experiences.

Core Services:

Multimeta LLC offers a range of services that are crucial in shaping the metaverse:

Virtual World Creation: The company specializes in building immersive virtual worlds that cater to diverse needs, from gaming environments to educational spaces and virtual commerce hubs.

Blockchain Integration: Leveraging the power of blockchain technology, Multimeta LLC ensures security, transparency, and ownership in the metaverse through the use of Non-Fungible Tokens (NFTs).

Augmented Reality (AR) Experiences: Multimeta LLC designs AR applications that bridge the gap between the digital and physical worlds, enhancing real-world experiences.

Innovations in Web 3.0:

What sets Multimeta LLC apart is its dedication to harnessing cutting-edge technologies. In the web 3.0 landscape, they utilize blockchain, NFTs, Artificial Intelligence (AI), and other groundbreaking tech to create metaverse experiences that were once the stuff of science fiction.

Success Stories and Case Studies:

Multimeta LLC's portfolio is a testament to their prowess in metaverse development. From creating virtual realms for global gaming communities to facilitating virtual real estate transactions via blockchain, they have left their mark on various industries.

The Future of Web 3.0 and Multimeta LLC's Role:

The Web 3.0 development in UAE  revolution is just beginning, and Multimeta LLC is poised to play a pivotal role. As the metaverse gains traction, we can expect to see even more innovative projects and collaborations from this visionary company, shaping the digital landscape for generations to come.

Conclusion:

Multimeta LLC is not merely a company; it's a beacon of innovation in the metaverse development space. They are charting a course toward a future where the metaverse blurs the lines between reality and the digital realm, and we can't wait to see what they'll create next.

Call to Action:

Explore Multimeta LLC's website to learn more about their projects and how they are shaping the metaverse. If you're interested in collaborating with them or want to be a part of the metaverse revolution, don't hesitate to reach out.

[long80llc]

DANE is a technology that might modify our existing and upcoming days via Cloud Adoption Solutions Devops. It’s a DNSSEC trust structure for X.509 certificates that deliver encoded email communications.

[reasonsforhope]

"A first-of-its-kind report has discovered that altering the ingredients list or manufacturing methods of widely used medication can really cut back on carbon emissions.

They found a reduction of 26 million tons, enough to cancel out the whole carbon footprint of the city of Geneva for a decade. Best of all, it’s already happening, and in fact, is almost done—those emissions were already saved.

The lifesaving HIV treatment dolutegravir (DTG) is used by 24 million people worldwide.

Today, over 110 low and middle-income countries have adopted DTG as the preferred treatment option. Rapid voluntary licensing of the medicine, including its pediatric version, to over a dozen generic manufacturers, significantly drove down prices, and it’s estimated that 1.1 million lives will be saved from HIV/AIDS-related deaths by 2027.

Its predecessor, efavirenz, contained 1200 milligrams of active ingredient across the three active compounds present, while DTG contains 650 milligrams of just one compound. This small difference—literally measurable in single digits of paper clips by weight—was enough to change the carbon emissions footprint of the medication by a factor of 2.6.

The incredible discovery was made in a recent report by Unitaid, a global public-private partnership that invests in new health products and solutions for low and middle-income countries, called Milligrams to Megatons, and is the first published research to compare carbon footprints between commonly used medications.

“This magnitude of carbon footprint reduction surpasses many hard-won achievements of climate mitigation in health and other sectors,” the authors of the report write.

At the rate at which DTG is produced, since it entered into production and treatment regime in 2017, 2.6 million fewer tons of CO2 have entered the atmosphere every year than if efavirenz was still the standard treatment option.

Health Policy Watch reports that the global medical sector’s carbon emissions stand at roughly 5% of the global carbon emissions and are larger than the emissions of many big countries, and 2.5 times as much as aviation.

“This report demonstrates that we can achieve significant health improvements while also making strides in reducing carbon emissions. By adopting innovative practices and prioritizing sustainability, we can ensure that medicines like DTG are not only effective but also environmentally responsible,” Vincent Bretin, Director of Unitaid’s Results and Climate Team told Health Policy Watch."

-via Good News Network, July 17, 2024

[couldeatthatgirlforlunch]

Requests and taglist | Digital Art Masterlist

Masterlist

DC:

Justice League:

A Day in Life — Series masterlist + Extra content

Synopsis: A day in your life while working as the Justice League's assistant. Also, they are all yanderes for you and it's Valentine's Day.

Pairing: Yandere!Justice League X Assistant!Gn!Reader

Batfam:

The Lost Condom — One-shot

Synopsis: You were in the middle of a spicy time with your boyfriend, when something odd happened: the condom disappeared. Inside. Of. You. The solution? Go to the hospital. The problem? Your family didn't know about your relationship.

Pairing: Jon Kent X Gn!AFAB!Reader; Platonic!Batfam

Hit me Hard and Soft — One-shot

Synopsis: You get saved by Robin, but not everything is as it seems.

Pairing: Yandere!Poly!Romantic!Batboys X Gn!Reader

Bruce Wayne:

Yandere!Dimensional traveler!Batman — Concept

Synopsis: Batman becomes obsessed with a spouse and kids that he never had.

Pairing: Yandere!Dimensional traveler!Bruce Wayne X Gn!Reader; Bruce X Reader; Platonic!Batfam X Batparent!Reader; Yandere!Bruce X Platonic!Batfam; Bruce X Platonic!Batfam

↳ Saw You Turn Around, but It Wasn't Your Face — One-shot based on the above concept

Synopsis: Bruce has been watching you living your best life and it's getting hard to not be a part of it, so he gets a sniff of you.

Pairing: Yandere!Dimensional traveler!Bruce Wayne X Gn!Reader; Bruce X Reader; Platonic!Batfam X Batparent!Reader; Yandere!Bruce X Platonic!Batfam; Bruce X Platonic!Batfam

He's My Collar — One-shot

Synopsis: You were saved by your ex-mentor, then Batman saved you from him. Even with your habilities It seems like you will never stop being a damsel in distress. Don't worry though, you are just a puppy who just got adopted by the best caretaker ever. And he knows what you need even better than yourself.

Pairing: Yandere!Batman X Villain turned hero!Gn!AFABReader; Platonic!Batfam

Dick Grayson:

Jason Todd:

A Day in Life — Series masterlist + Extra content

Synopsis: A day in the life of Jason Todd. Also, he's a househusband now. Oh, and a little plot twist.

Pairing: Househusband!Jason Todd X Gn!Reader; Platonic!Batfam

Tim Drake:

Damian Wayne:

Jon Kent:

The Lost Condom — One-shot

Synopsis: You were in the middle of a spicy time with your boyfriend, when something odd happened: the condom disappeared. Inside. Of. You. The solution? Go to the hospital. The problem? Your family didn't know about your relationship.

Pairing: Jon Kent X Gn!AFAB!Reader; Platonic!Batfam

[saturnrevolution]

2023 major transits

MARS GOES DIRECT - January 12th motivation, pleasure, will

After two and a half months in retrograde, Mars will finally be direct for the whole year. Mars is the planet of action-taking and will. We might have felt rather indecisive or confused, not really sure where to direct our attention during this transit, but as soon as Mars goes direct, we will be able to focus more, be more social and outgoing and open up to new information. However, it’s still in Gemini until March, so don’t expect to have solutions all of a sudden - but rather use this time to research and make sure that you read the right information. Collectively, this transit will help us put into action what we’ve researched, it will allow us to feel pleasure around the things we have been ignoring and we might be more active in our bodies.

SATURN IN PISCES - March 7th imagination meets reality Saturn has been in Aquarius since 2020 and we have finally learned the lessons of it. Starting in March, we will slowly ease into the wisdom of Saturn for the following three years. Saturn in Pisces is here to either bring order to chaos or bring chaos to order. We might learn to be more disciplined in our spiritual rituals, our goals and wishes, turning our art into something tangible and useful and setting emotional boundaries. But until we do so, we might experience a lack of boundaries, overindulgence in unhealthy habits or zoning out into our inner reality. Collectively, there might be more rules and laws that come up connected to art, as well as laws around drugs, alcohol, or mental health. Activism will become very impactful.

PLUTO IN AQUARIUS - March 23rd revolution in a digital world This is huge. Pluto has been in Capricorn since 2008 and will slowly shift into Aquarius for a sneak peek this year, while in 2024 it will go into Aquarius and stay there for the next 20 years. This energy will be one we will get used to. Pluto in Aquarius will look like understanding the reasoning behind pain, behind the world’s most dark doings, as a way to move forward and build a more self-aware environment in which we can live and feel safe. It’s about global warming, artificial intelligence, the darker side of technology, debates and ultimately, using authenticity to evoke greater feelings within us. This also looks like communities built on interests they share, especially in an online setting, but also not following rules. JUPITER IN TAURUS - May 16th money, money, money Coming from the energetic Aries, Jupiter will move into Taurus till 2024. This means growth in anything that has to do with the Taurus archetype. We are already in it with prices, money will be a very talked about subject. However, this also indicates us overindulging, overspending or having more possibility to earn fast. Also, this transit is great when it comes to feeling more stable, but it might make us want to cling onto things, not allow change to occur or overidentify with material things. There will be an increase in self-help books or subjects, self-worth discussions and it’s important to see what resonates with us. Spending time in nature, grounding, sustainability will also be big. It’s all about learning to balance both sides. VENUS RETROGRADE - July 22nd taming the beast within Venus goes retrograde every year and a half and this time it will be in the sign of Leo until September. This indicates a period of analyzing and rethinking our relationships, especially from the perspective of what gives us pleasure, what makes us feel alive and how we can bring more of that into our lives from within us - not from an external source. Once we do find that, we will be able to adjust to the new environment we want to create once it goes direct again. Also, Venus has to do with money as well, so it’s a time of considering how our spending might influence us and trying to bring back the things we were investing in as a kid or investing more in our kids and adopting a rather “spending by the heart” habit. MERCURY RETROGRADES IN EARTH SIGNS April 21st - in Taurus August 23rd - in Virgo December 13th - in Capricorn redirection of perfection

Yearly, Mercury goes retrograde in different signs. This year, the earth signs are being targeted. This indicates the fact that our grounding presence will be a bit shaken by the retrogrades and we will be forced to retrace our decisions, some of which might have seemed pretty stable to begin with. Mercury retrograde in Taurus will ask us to review the way we spend, the way we view our worth and what we value. Mercury retrograde in Virgo will ask us to review the way we talk to ourselves, our habits and eating styles, lifestyle and health. Mercury retrograde in Capricorn will ask us to review our career path and long-term goals. NORTH NODE IN ARIES SOUTH NODE IN LIBRA - July 17th

The nodes of the moon have been in the sign of Taurus and Scorpio and will be until July, when they shift into Aries and Libra. The South Node being in Scorpio has taught us how to embrace the dark, whilst it being in Libra will teach us how to let go of anything superficial and how to speak up instead. This will come in the form of lessons, in which we won’t feel heard or appreciated and so be pushed to speak. The North Node in Taurus till July is getting us closer to the inner stability we’ve been searching for, while it moving into Aries will amplify our need to express ourselves, take action and not let others dictate how to live. Collectively, we will move towards focusing on our body. LUNAR & SOLAR ECLIPSES Apr 20th - Solar eclipse in Aries May 5th - Lunar eclipse in Scorpio Oct 14th - Solar eclipse in Libra Oct 28th - Lunar eclipse in Taurus emotional back and forth The eclipses this year are a way for us to let go of the themes of the past year that have reached an end. We might be done with a project, finish paying a loan, letting go of heavy emotions that do not serve us. Instead, we are going to look forward to taking more risks, getting away from gossip and lower vibrations, we will embrace relationships with a newer light and be more open to mutual understanding. At the same time, we might stubbornly take decisions that we regret, rush into things or be slightly careless. All meant to help us grow.

check my 2023 PDF readings on my website www.saturnrevolution.com

[techtimechronicles24]

🇺🇲 Step back in time and explore the fascinating journey of the IBM PS/1—a pioneering computer that revolutionized personal computing in the late 1980s and early 1990s!

💻 The IBM PS/1, short for Personal System/1, marked a significant milestone in the evolution of home computing. Launched by IBM in 1990, this innovative machine was designed to bring the power and versatility of IBM's business computers into the homes of consumers.

💾 With its sleek and compact design, the IBM PS/1 was a departure from the bulky and intimidating computers of the past. It featured a built-in monitor, keyboard, and mouse, making it a convenient all-in-one solution for home users.

⚙️ Under the hood, the IBM PS/1 boasted impressive specifications for its time, including an Intel 80286 or 80386 processor, up to 16MB of RAM, and a variety of storage options ranging from floppy disks to hard drives. This formidable hardware allowed users to run productivity software, play games, and explore the emerging world of multimedia with ease.

💡 One of the most notable features of the IBM PS/1 was its user-friendly interface, which made it accessible to users of all skill levels. With its intuitive graphical user interface and pre-installed software, including IBM's own software suite and educational programs, the IBM PS/1 opened up new possibilities for home computing.

📈 Despite facing stiff competition from other manufacturers, the IBM PS/1 enjoyed moderate success and helped pave the way for the widespread adoption of personal computers in homes around the world. Its influence can still be felt today in the countless households that rely on computers for work, entertainment, and communication.

🚀 The IBM PS/1 may have been a product of its time, but its legacy lives on as a testament to the transformative power of technology. As we continue to push the boundaries of computing, let us not forget the humble beginnings of the IBM PS/1 and the role it played in shaping the digital world we know today.

[mariacallous]

Some Fortune 500 companies have begun testing software that can spot a deepfake of a real person in a live video call, following a spate of scams involving fraudulent job seekers who take a signing bonus and run.

The detection technology comes courtesy of GetReal Labs, a new company founded by Hany Farid, a UC-Berkeley professor and renowned authority on deepfakes and image and video manipulation.

GetReal Labs has developed a suite of tools for spotting images, audio, and video that are generated or manipulated either with artificial intelligence or manual methods. The company’s software can analyze the face in a video call and spot clues that may indicate it has been artificially generated and swapped onto the body of a real person.

“These aren’t hypothetical attacks, we’ve been hearing about it more and more,” Farid says. “In some cases, it seems they're trying to get intellectual property, infiltrating the company. In other cases, it seems purely financial, they just take the signing bonus.”

The FBI issued a warning in 2022 about deepfake job hunters who assume a real person’s identity during video calls. UK-based design and engineering firm Arup lost $25 million to a deepfake scammer posing as the company’s CFO. Romance scammers have also adopted the technology, swindling unsuspecting victims out of their savings.

Impersonating a real person on a live video feed is just one example of the kind of reality-melting trickery now possible thanks to AI. Large language models can convincingly mimic a real person in online chat, while short videos can be generated by tools like OpenAI’s Sora. Impressive AI advances in recent years have made deepfakery more convincing and more accessible. Free software makes it easy to hone deepfakery skills, and easily accessible AI tools can turn text prompts into realistic-looking photographs and videos.

But impersonating a person in a live video is a relatively new frontier. Creating this type of a deepfake typically involves using a mix of machine learning and face-tracking algorithms to seamlessly stitch a fake face onto a real one, allowing an interloper to control what an illicit likeness appears to say and do on screen.

Farid gave WIRED a demo of GetReal Labs’ technology. When shown a photograph of a corporate boardroom, the software analyzes the metadata associated with the image for signs that it has been modified. Several major AI companies including OpenAI, Google, and Meta now add digital signatures to AI-generated images, providing a solid way to confirm their inauthenticity. However, not all tools provide such stamps, and open source image generators can be configured not to. Metadata can also be easily manipulated.

GetReal Labs also uses several AI models, trained to distinguish between real and fake images and video, to flag likely forgeries. Other tools, a mix of AI and traditional forensics, help a user scrutinize an image for visual and physical discrepancies, for example highlighting shadows that point in different directions despite having the same light source, or that do not appear to match the object that cast them.

Lines drawn on different objects shown in perspective will also reveal if they converge on a common vanishing point, as would be the case in a real image.

Other startups that promise to flag deepfakes rely heavily on AI, but Farid says manual forensic analysis will also be crucial to flagging media manipulation. “Anybody who tells you that the solution to this problem is to just train an AI model is either a fool or a liar,” he says.

The need for a reality check extends beyond Fortune 500 firms. Deepfakes and manipulated media are already a major problem in the world of politics, an area Farid hopes his company’s technology could do real good. The WIRED Elections Project is tracking deepfakes used to boost or trash political candidates in elections in India, Indonesia, South Africa, and elsewhere. In the United States, a fake Joe Biden robocall was deployed last January in an effort to dissuade people from turning out to vote in the New Hampshire Presidential primary. Election-related “cheapfake” videos, edited in misleading ways, have gone viral of late, while a Russian disinformation unit has promoted an AI-manipulated clip disparaging Joe Biden.

Vincent Conitzer, a computer scientist at Carnegie Mellon University in Pittsburgh and coauthor of the book Moral AI, expects AI fakery to become more pervasive and more pernicious. That means, he says, there will be growing demand for tools designed to counter them.

“It is an arms race,” Conitzer says. “Even if you have something that right now is very effective at catching deepfakes, there's no guarantee that it will be effective at catching the next generation. A successful detector might even be used to train the next generation of deepfakes to evade that detector.”

GetReal Labs agrees it will be a constant battle to keep up with deepfakery. Ted Schlein, a cofounder of GetReal Labs and a veteran of the computer security industry, says it may not be long before everyone is confronted with some form of deepfake deception, as cybercrooks become more conversant with the technology and dream up ingenious new scams. He adds that manipulated media is a top topic of concern for many chief security officers. “Disinformation is the new malware,” Schlein says.

With significant potential to poison political discourse, Farid notes that media manipulation can be considered a more challenging problem. “I can reset my computer or buy a new one,” he says. “But the poisoning of the human mind is an existential threat to our democracy.”

[otter-pop-supreme]

I was in physics and instead of think about physics I was thinking of Steve's cause of course I was. I ended up thinking "what if memory and time weren't wearing masks & were instead clock/playground illusion wheel object heads. THEN I thought "what if _ was actually wearing a mask?" I only got as far as Void and Sabre.

Then made a digital version of time and memory

I really didn't mean to adopt this hc so whole heartly. But I've come up with a solution to combime w my og hcs.

Basically there object head first and gals space cloud for at the equivalence to els shadowy form (= so they're like that in the overworld but not in there home dimensions(exa; the purple dimension, time dimention, memory dimention, & in between)

So yee enjoy the art?