#data augmentation services

[henrymacro]

How Data Augmentation Services Boost Market Research Accuracy and Efficiency?

In the fast-paced business world, staying ahead of the competition often hinges on how well you understand your market. Market research is crucial for this, but its success depends on the quality and scope of the data. Traditional data collection methods can fall short, leaving gaps that can lead to flawed insights. This is where data augmentation services step in, offering a way to enhance both the accuracy and efficiency of market research.

What is Data Augmentation?

Data augmentation refers to the process of expanding or enhancing an existing dataset to improve its quality and relevance. While it's a technique often associated with machine learning and artificial intelligence, its applications in market research are becoming increasingly significant. By enriching data, filling in missing pieces, and adding diversity, data augmentation helps create a more complete and reliable dataset for analysis.

Enhancing Accuracy in Market Research

Accuracy is the cornerstone of effective market research. However, data collected from limited sources can be biased or incomplete, leading to inaccurate conclusions. Data augmentation addresses this by adding additional, relevant data to your existing set. This could mean integrating demographic information, adding behavioral data, or even generating synthetic data to balance the dataset.

For example, imagine a market research study focused on consumer preferences. If the original data only includes responses from a specific demographic, the insights may not be applicable to a broader audience. By augmenting the dataset with data from other demographics, you get a more accurate representation of the market, leading to better, more inclusive insights.

Increasing Efficiency in Research Processes

Market research can be time-consuming and resource-intensive. Gathering large volumes of data, cleaning it, and analyzing it often requires significant effort. Data augmentation can streamline these processes, reducing the time and resources needed to reach valuable insights.

One way data augmentation increases efficiency is by automating the data collection and enrichment process. Instead of manually seeking out additional data, augmentation services can integrate multiple data sources, ensuring a comprehensive dataset without the usual manual labor. This not only saves time but also allows researchers to focus on analyzing data and drawing actionable insights rather than getting bogged down in data preparation.

Expanding Data Volume for Deeper Insights

The more data you have, the more insights you can extract—provided that data is of high quality. Data augmentation services can significantly increase the volume of data available for market research by adding new, relevant data points. This is particularly useful in predictive modeling, trend analysis, and consumer behavior studies.

For instance, in predictive modeling, having a large, diverse dataset allows for more accurate predictions. Data augmentation can provide the additional data needed to train these models effectively, leading to more reliable forecasts and a better understanding of potential market shifts.

Practical Applications in Market Research

Data augmentation services have practical applications across various market research activities:

Consumer Segmentation: By enriching customer data with additional behavioral or demographic information, businesses can create more precise customer segments, leading to more targeted marketing strategies.

Competitive Analysis: Data augmentation can enhance competitor analysis by integrating market intelligence from multiple sources, offering a more comprehensive view of the competitive landscape.

Product Development: Augmenting market feedback with data from similar products or industries can provide valuable insights that guide product development and innovation.

Trend Forecasting: Enriching historical data with real-time data from external sources can help businesses identify emerging trends and stay ahead of market changes.

Conclusion

Data augmentation services are transforming market research by boosting both its accuracy and efficiency. In a landscape where data-driven decisions are increasingly vital, the ability to enhance and expand datasets can make a significant difference. By adopting data augmentation, businesses can gain deeper insights, reduce research costs, and make more informed decisions that drive success in an ever-evolving market.

[isaacathom]

my friends and i have been watching the star trek movies and i have soooo many thoughts about first contact but its been like 3 years since i watched the borg episodes in tng and im like. fuck do i need to rewatch those rq to figure out if my faint gripe with first contact is valid or not? shit, man

[quarecresourcespvtltd]

Empower Your Business with Dedicated IT Resources from Quarec Resources Pvt. Ltd.​

At Quarec Resources Pvt. Ltd., we provide top-tier Dedicated IT Resources to propel your business forward. Our skilled IT professionals seamlessly integrate with your team, offering expertise in software development, system administration, network management, and more. By choosing our dedicated resources, you gain flexibility, cost-efficiency, and the ability to swiftly adapt to evolving technological demands. Partner with Quarec to ensure your IT operations are robust, scalable, and aligned with your strategic goals.

[artifical-intelligence-services]

VAE for Anomaly Detection

Variational Autoencoders (VAEs) are powerful tools for generating data, especially useful for data augmentation and spotting anomalies. By working with latent spaces, VAEs help to diversify datasets and capture complex data patterns, making them particularly effective at identifying outliers. Advanced versions, like Conditional VAEs and Beta-VAEs, further enhance data generation and improve model performance. With their ability to handle complex data, VAEs are making a big impact in AI, offering innovative solutions across various fields. Read the full article here

[cymetrixsoftware]

CHOOSE THE RIGHT STAFF AUGMENTATION MODEL FOR YOUR DATA ANALYTICS PROJECTS

Are you tired of struggling to find the right talent for your Data Analytics project? You're not alone. The high demand for analytical skills and the shortage of qualified candidates make bridging the skill gap challenging. However, the right staff augmentation model can be the solution you need. At Cymetrix, we specialize in providing tailored staff augmentation services for Data Science, Analytics, Salesforce, and AI. An approach that allows you to seamlessly integrate highly skilled professionals into your team, ensuring you have the expertise required for project success. Whether you need project-based, skill-based, capacity-based, strategic, or hybrid augmentation, we've got you covered. With Cymetrix, you stay in control while benefiting from external talent, fostering a cohesive unit focused on your goals. Find out how our flexible solutions can help you build the perfect team and ensure the success of your Data Analytics projects. Keep reading to learn more about choosing the right staff augmentation model for your data analytics projects.

[donatotech01]

At Donato Technologies located in Dallas, Texas we offer many services to help ensure your business is maintained through technology.

[marketxcel]

Top Customer Service and Customer Experience Predictions/Trends for 2024

Explore the future of customer service and experience in 2024. Discover trends shaping interactions, from AI personalization to sustainability. With visionary leaps bestowed upon customer experience, we at Market Xcel stand equipped with all the right expertise and tools for you to navigate the unforeseen dynamics of 2024.

[labhanya1]

SOCIAL COMMERCE: UNVEILING THE IMPACT OF IN-APP SHOPPING ON SOCIAL MEDIA PLATFORMS

In the ever-evolving landscape of digital marketing, staying ahead of the curve is essential for businesses seeking online success. One trend that’s causing ripples in the world of e-commerce and digital marketing is the fusion of social media and online shopping, known as “Social Commerce.”

In this comprehensive blog, we’ll explore the impact of in-app shopping on social media platforms, uncovering its various facets, benefits, and implications for businesses. Welcome to the future of online success with LABHANYA TECHNOLOGIES, your ultimate partner for digital marketing that goes beyond the basics.

UNDERSTANDING SOCIAL COMMERCE

Social commerce represents the seamless integration of e-commerce and social media, allowing businesses to sell products directly within social media platforms. This phenomenon is revolutionizing the way consumers interact with brands and make purchase decisions.

The Rise of In-App Shopping

Over the past few years, in-app shopping has witnessed exponential growth. Social media platforms have evolved from mere advertising spaces to fully-fledged online marketplaces, giving users the ability to browse, discover, and purchase products without leaving their favorite apps.

THE SOCIAL COMMERCE ECOSYSTEM

Key Players in Social Commerce: To grasp the impact of social commerce, it’s crucial to identify the major players. Platforms like Instagram Shopping, Facebook Marketplace, and Pinterest Buyable Pins have become pioneers in this space, offering businesses new avenues to reach their target audiences.

Integration with Social Media Platforms

The beauty of social commerce lies in its seamless integration with popular social media channels. Users can now shop while scrolling through their feeds or engaging with content, creating a frictionless shopping experience.

BENEFITS OF SOCIAL COMMERCE

Enhanced User Experience

Social commerce enhances the overall user experience by making shopping more convenient and enjoyable. With in-app shopping, users can explore products, read reviews, and make purchases with just a few taps, eliminating the need to switch between apps or websites.

Improved Customer Engagement

Social commerce strategies foster higher levels of customer engagement. Interactive features like live shopping events, polls, and user-generated content encourage users to actively participate and build a sense of community around brands.

Boosted Conversions and Sales

Businesses embracing social commerce have reported significant increases in conversions and sales. The ability to showcase products directly within a social media environment reduces the friction associated with traditional e-commerce, leading to higher conversion rates.

Data-Driven Insights

Social commerce platforms provide a wealth of data and insights. Businesses can gain valuable information about user behavior, preferences, and purchasing habits, enabling them to refine their marketing strategies and product offerings.

SOCIAL COMMERCE IN ACTION

User-generated content plays a pivotal role in driving social commerce. Businesses can harness the power of customer reviews, photos, and testimonials to build trust and authenticity, ultimately driving sales.

CHALLENGES AND CONSIDERATIONS

Privacy and Security Concerns

As social commerce evolves, businesses must address privacy and security concerns. Safeguarding customer data and ensuring secure transactions is paramount to maintain trust.

Competition and Saturation

With the growing popularity of social commerce, competition within the space is intensifying. Businesses must develop unique strategies to stand out in a crowded market and capture their audience’s attention.

Aligning with Brand Values

While pursuing social commerce opportunities, it’s essential to ensure that these efforts align with your brand’s values and mission. Consistency in messaging and branding is key to maintaining authenticity.

STRATEGIES FOR EFFECTIVE SOCIAL COMMERCE

Creating Shoppable Content

Crafting shoppable content is an art. Businesses can learn how to curate engaging posts that lead users seamlessly from discovery to purchase, maximizing the impact of social commerce.

Leveraging Influencer Marketing

Influencers play a significant role in promoting social commerce. Collaborating with the right influencers can extend your reach and credibility, helping you tap into new audiences.

Personalization and Recommendations

Personalization is at the heart of effective social commerce. Learn how to harness data-driven personalization and recommendations to enhance the shopping experience and drive sales.

THE FUTURE OF SOCIAL COMMERCE

Augmented Reality Shopping

The future of social commerce holds exciting possibilities, including augmented reality shopping. Imagine trying on clothes virtually or visualizing furniture in your home before making a purchase.

Voice Commerce

Voice-assisted shopping is also on the horizon. With the rise of smart speakers and virtual assistants, users will soon be able to shop using their voices, further streamlining the shopping experience.

Global Expansion

Social commerce is not limited by borders. Discover how this trend is expanding globally, opening up new opportunities for businesses to reach international audiences.

HOW LABHANYA TECHNOLOGIES CAN HELP?

Tailored Social Commerce Strategies: At Labhanya Technologies, we specialize in crafting personalized social commerce strategies tailored to your unique business goals and target audience.

Data Analytics and Insights: Our data-driven approach provides you with valuable insights to optimize your social commerce efforts continually. We leverage data to refine strategies and drive results.

Maximizing Online Success: Partner with Labhanya Technologies to harness the full potential of social commerce and achieve your digital marketing objectives. We’re here to guide you every step of the way.

FINAL THOUGHTS

In conclusion, the fusion of social media and e-commerce through social commerce is reshaping the digital marketing landscape. Businesses that embrace this trend and adapt their strategies accordingly are poised for significant growth.

At Labhanya Technologies, we understand the challenges and opportunities that come with the fusion of e-commerce and social media, all while navigating complex privacy regulations.

To embark on a journey of digital marketing excellence in compliance with evolving privacy regulations, feel free to reach out to us. Whether you’re in India or anywhere around the world, you can reach us at the following numbers:

For inquiries within India, call us at +91 8368521254.

For international inquiries, dial +1 719 999 0082.

We’re committed to helping businesses thrive in the digital realm while adhering to the highest privacy standards. Feel free to contact us to explore how we can support your digital marketing journey and ensure compliance with evolving privacy regulations. Your online success awaits, and Labhanya Technologies is here to guide you every step of the way.

FOLLOW US: Labhanya Technologies pvt. ltd.

[tangentiallly]

One way to spot patterns is to show AI models millions of labelled examples. This method requires humans to painstakingly label all this data so they can be analysed by computers. Without them, the algorithms that underpin self-driving cars or facial recognition remain blind. They cannot learn patterns.

The algorithms built in this way now augment or stand in for human judgement in areas as varied as medicine, criminal justice, social welfare and mortgage and loan decisions. Generative AI, the latest iteration of AI software, can create words, code and images. This has transformed them into creative assistants, helping teachers, financial advisers, lawyers, artists and programmers to co-create original works.

To build AI, Silicon Valley’s most illustrious companies are fighting over the limited talent of computer scientists in their backyard, paying hundreds of thousands of dollars to a newly minted Ph.D. But to train and deploy them using real-world data, these same companies have turned to the likes of Sama, and their veritable armies of low-wage workers with basic digital literacy, but no stable employment.

Sama isn’t the only service of its kind globally. Start-ups such as Scale AI, Appen, Hive Micro, iMerit and Mighty AI (now owned by Uber), and more traditional IT companies such as Accenture and Wipro are all part of this growing industry estimated to be worth $17bn by 2030.

Because of the sheer volume of data that AI companies need to be labelled, most start-ups outsource their services to lower-income countries where hundreds of workers like Ian and Benja are paid to sift and interpret data that trains AI systems.

Displaced Syrian doctors train medical software that helps diagnose prostate cancer in Britain. Out-of-work college graduates in recession-hit Venezuela categorize fashion products for e-commerce sites. Impoverished women in Kolkata’s Metiabruz, a poor Muslim neighbourhood, have labelled voice clips for Amazon’s Echo speaker. Their work couches a badly kept secret about so-called artificial intelligence systems – that the technology does not ‘learn’ independently, and it needs humans, millions of them, to power it. Data workers are the invaluable human links in the global AI supply chain.

This workforce is largely fragmented, and made up of the most precarious workers in society: disadvantaged youth, women with dependents, minorities, migrants and refugees. The stated goal of AI companies and the outsourcers they work with is to include these communities in the digital revolution, giving them stable and ethical employment despite their precarity. Yet, as I came to discover, data workers are as precarious as factory workers, their labour is largely ghost work and they remain an undervalued bedrock of the AI industry.

As this community emerges from the shadows, journalists and academics are beginning to understand how these globally dispersed workers impact our daily lives: the wildly popular content generated by AI chatbots like ChatGPT, the content we scroll through on TikTok, Instagram and YouTube, the items we browse when shopping online, the vehicles we drive, even the food we eat, it’s all sorted, labelled and categorized with the help of data workers.

Milagros Miceli, an Argentinian researcher based in Berlin, studies the ethnography of data work in the developing world. When she started out, she couldn’t find anything about the lived experience of AI labourers, nothing about who these people actually were and what their work was like. ‘As a sociologist, I felt it was a big gap,’ she says. ‘There are few who are putting a face to those people: who are they and how do they do their jobs, what do their work practices involve? And what are the labour conditions that they are subject to?’

Miceli was right – it was hard to find a company that would allow me access to its data labourers with minimal interference. Secrecy is often written into their contracts in the form of non-disclosure agreements that forbid direct contact with clients and public disclosure of clients’ names. This is usually imposed by clients rather than the outsourcing companies. For instance, Facebook-owner Meta, who is a client of Sama, asks workers to sign a non-disclosure agreement. Often, workers may not even know who their client is, what type of algorithmic system they are working on, or what their counterparts in other parts of the world are paid for the same job.

The arrangements of a company like Sama – low wages, secrecy, extraction of labour from vulnerable communities – is veered towards inequality. After all, this is ultimately affordable labour. Providing employment to minorities and slum youth may be empowering and uplifting to a point, but these workers are also comparatively inexpensive, with almost no relative bargaining power, leverage or resources to rebel.

Even the objective of data-labelling work felt extractive: it trains AI systems, which will eventually replace the very humans doing the training. But of the dozens of workers I spoke to over the course of two years, not one was aware of the implications of training their replacements, that they were being paid to hasten their own obsolescence.

— Madhumita Murgia, Code Dependent: Living in the Shadow of AI

[ourtalechara]

Don't ask what I'm doing I'm not doing anything (VBS Data Stream guys look at it)

Kohane An Akito Toya and Luka

(actually nice and finished looking lyrics under cut)

Eventually, all walls meet demolition

So Wall Street had to keep the tradition

Their financial systems resigned to ignition

And out of the ashes, we have arisen

An empire is forged in the fire of ambition

In business, there isn't the time for attrition

Invest to suppress then ingest competition

Then each acquisition is new ammunition

When governments crumble and fall to the floor

That was paved with the graves of a corporate war

A fundament funded in blood just to shore

A foundation for founding our covenant

Born of a need for control of societal entropy

Enterprise at the price of your indemnity

Chart out the course and of course you were meant to be

Bent to the will of a corporate entity

Arasaka Security. You're in safe hands

We're the light in your screens, we're the lead in your veins

Then you wake from your dreams, so we can sell them again

In the light we distract with the shiny and new

So you're blind to the fact that the product is you

So let your brain dance and replay the dream

But don't drown in the data stream

'Cause we see where you are and we see where you go

'Cause we know what you own and we own what you know

From the top of all our towers, the corridors of power clearly need rewiring

Arasaka saw the spark and then embarked upon the path to turn that spark to lightning

There's no autonomous megalopolis so populous or prosperous you could reside in

And every citizen that's living in this city is a digit on the charts we're climbing

Political systems are too inefficient

They split like the atom and burned in the fission

Now every department and every decision

Defer to the herds of our corporate divisions

If you don't remember the ballot you cast

It's printed on every receipt you were passed

Each time you selected our products and services

We were elected in each of your purchases

What's left to do when you've got the monopoly?

Turn the consumer into the commodity

It isn't hard where you've hardware neurology

Honestly, do read the company policy

Take information and trade it for wealth

You pay it in each augmentation we sell

It's easy to cut out the middleman

When he's cut out most of himself

Arasaka Finance. Investing in your future

(chorus)

All that you say on the net we composite

To maps that go straight from your head to your pocket

Complain if you want, you're still making deposits

Of data — each day you log on is a profit

Society currently lists electronic

So isn't conducting resistance ironic?

We've plenty of skeletons locked in our closets

But yours are assembled from old-stock hydraulics

So lucky we know just the pieces you need

All plucked from your social media feeds

The places you go and the posts that you read

All snatched for a new algorithm to feed

Now, holding our gold isn't par for the brand

Our silver is sat in the palm of your hand

Quit whining and sign on the line in the sand

The supply does not get to make the demands

(chorus)

Arasaka Manufacturing. Building a better tomorrow

Name, age, qualifications

Race, faith, career aspirations

Political leaning, daily commute

Marital status, favourite fruit

Family, browser, medical history

Hobbies, interests, brand affinity

Fashion, style, your occupation

Gender identity, orientation

Lifestyle choices, dietary needs

The marketing contact you choose to receive

Posts, likes, employers, friends

Social bias, exploitable trends

Tastes, culture, phone of choice

Facial structure, the tone of your voice

If it's inside your head, we know

You can't escape the ebb and flow

(chorus)

When guiding the hand of the market

If it's holding a cheque or a gun

The fingers go deep in your pockets

And you can live under the thumb

You seem so surprised, what did you expect?

We're thinking outside of that box that you checked

The terms were presented in full to inspect

You scrolled to the end just to get to "Accept"

Arasaka would like to know your location

Arasaka would like to know your location

Arasaka would like to know your location

Arasaka would like to know your location

[jcmarchi]

Walmart and Amazon drive retail transformation with AI

New Post has been published on https://thedigitalinsider.com/walmart-and-amazon-drive-retail-transformation-with-ai/

Walmart and Amazon drive retail transformation with AI

.pp-multiple-authors-boxes-wrapper display:none; img width:100%;

Walmart and Amazon are harnessing AI to drive retail transformation with new consumer experiences and enhanced operational efficiency.

According to analytics firm GlobalData, Walmart is focusing on augmented reality and AI-enhanced store management. Amazon, meanwhile, is leading advancements in customer personalisation and autonomous systems.

Kiran Raj, Practice Head of Disruptive Tech at GlobalData, notes: “Walmart and Amazon are no longer competing for market share alone. Their AI strategies are reshaping the entire retail ecosystem—from Walmart’s blend of digital and physical shopping experiences to Amazon’s operational automation.”

GlobalData’s Disruptor Intelligence Center, utilising its Technology Foresights tool, has identified the strategic focus of these retail titans based on their patent filings.

Walmart has submitted over 3,000 AI-related patents, with 20% of these in the last three years, indicating a swift evolution in its AI capabilities. In contrast, Amazon boasts more than 9,000 patents; half of which were filed during the same timeframe, underpinning its leadership in AI-driven retail innovations.

AI-powered retail transformation

Walmart is deploying AI-driven solutions like in-store product recognition while making notable strides in AR applications, including virtual try-ons. The company’s progress in smart warehouses and image-based transactions denotes a shift towards fully automated retail, enhancing both speed and precision in customer service.

Amazon stands out with its extensive deployment of AI in customer personalisation and autonomous systems. By harnessing technologies such as Autonomous Network Virtualisation and Automated VNF Deployment, the company is advancing its operational infrastructure and aiming to set new standards in network efficiency and data management.

Walmart’s development of intelligent voice assistants and automated store surveillance emphasises its aim to provide a seamless and secure shopping experience. Concurrently, Amazon’s progress in AI for coding and surveillance is pushing the boundaries of enterprise AI applications and enhancing security capabilities.

“Walmart and Amazon’s aggressive innovation strategies not only strengthen their market positions but also set a blueprint for the future of the retail sector,” Raj explains.

“As these two giants continue to push the boundaries of retail AI, the broader industry can expect ripple effects in supply chain innovation, customer loyalty programmes, and operational scalability—setting the stage for a new era of consumer engagement.”

(Photo by Marques Thomas)

See also: Whitepaper dispels fears of AI-induced job losses

Want to learn more about AI and big data from industry leaders? Check out AI & Big Data Expo taking place in Amsterdam, California, and London. The comprehensive event is co-located with other leading events including Intelligent Automation Conference, BlockX, Digital Transformation Week, and Cyber Security & Cloud Expo.

Explore other upcoming enterprise technology events and webinars powered by TechForge here.

Tags: ai, Amazon, artificial intelligence, digital transformation, globaldata, research, retail, retail transformation, walmart

[shuilongyinleo]

Shui Long Yin VR Metaverse: Technologies and Digital Assets, and the melon about it being released in Summer 2025

What is the metaverse?

The Shui Long Yin metaverse is a parallel world closely resembling the real world, built through the use of digital modelling and technologies such as VR and AR, and designed to exist permanently.

This virtual realm integrates cutting-edge advancements, including blockchain, augmented reality, 5G, big data, artificial intelligence, and 3D engines.

When you acquire a ticket to this world, you gain a digital asset, allowing you to become an immersive citizen within the Shui Long Yin Metaverse.

Every item within Shui Long Yin can be experienced through Augmented Reality using VR devices, providing a seamless blend of the physical and digital realms. These digital assets are permanent, and in some cases, overseas users may trade or transfer their tickets to enter the Shui Long Yin world.

What is VR and AR?

Virtual Reality (VR) is a technology that enables users to interact within a computer-simulated environment.

Augmented Reality (AR), on the other hand, combines elements of VR by merging the real world with computer-generated simulations. A well-known example of AR is the popular game Pokémon Go, where virtual objects are integrated into real-world surroundings.

Tang LiCi's universe

The Shui Long Yin film crew has digitally modeled the core art assets, 50 000 square meters.

What technologies does China Mobile & Migu bring to the table?

China Mobile served as the lead organizer for the 2023 World VR Industry Conference. Its subsidiary, Migu, has also been dedicated to advancing projects in this area.

Shui Long Yin is their first priority this summer 2025.

5G+AI: VR world in Metaverse

AIGC AR 3D: Using AI technology in graphics computer, with the best trained AI system in China.

Video ringtones as a globally pioneering service introduced by China Mobile.

Shui Long Yin from Screen to Metaverse to Real Life: Epic Battles and Intricate Plotlines

The United States and China are world pioneers in the development of TV drama integration VR Metaverse. Notably, Shui Long Yin is the sixth TV drama map worldwide to be merged into the Metaverse.

How can we enjoy these technologies?

-- First we need 5G -- According to a report by the Global Mobile Suppliers Association (GSA), by June 2022:

》There are 70 countries around the world had active 5G networks, you can fully experience all the technology featured in Shui Long Yin.

Example: South Korea, China, and the United States have been at the forefront. Follow after are Japan, United Kingdom, Switzerland, Australia, Taiwan, United Arab Emirates, Saudi Arabia, Viet Nam...

》No worries—even in countries without 5G, you can still watch the drama and enjoy AIGC and 3D technology through the streaming platforms Migu Video and Mango.

•Mango available on IOS and Android, Harmony OS

•Migu (Mobile HD) soon availabe on IOS and Android, Harmony OS

-- Second, we need VR devices --

In country where VR is already commonplace, such as the United States, owning a VR device is considered entirely normal. Users can select devices that best suit their preferred forms of home entertainment.

European countries have also become fairly familiar with VR technology.

However, it is still relatively new to many parts of Asia. When choosing a VR device, it’s important to select one that is most compatible with your intended activities, whether that’s gaming, watching movies, or working.

It's no surprise to us that the drama Shui Long Yin will be released in the summer 2025, but it will also be coinciding with offline tourism to Long Yin Town in Chengdu, online VR Metaverse travel, and 3D experiences on the new streaming platforms Migu and Mango. Stay tuned!

Tv drama: SHUI LONG YIN Shui Long Yin & Leo All music and image are copyrighted and belong to the respective owners, included the official film crew SHUILONGYIN.

[kivaember]

Do you have any headcanons about the relationship between Michigan and Iguazu?

BOY DO I!!!!

So, their relationship is actually pretty complicated, even though superficially it seems like a typical "boss trying to whip a slacker into shape". Well, they're that too, but:

Iguazu has very mixed feelings re: Michigan, because on the one hand he broke his goddamn face and then press-ganged him into Redgun service, but on the other hand, the Redguns granted him opportunities he never would've had on earth, and he's actually treated considerably better than he had been on earth too.

See, on earth, Iguazu was born into the working class, but he didn't want to live his life in the production factories or fabrication foundaries, so he was - gasp - unemployed and joined one of the many gangs that roamed the slums. Smuggling, robbery, illegal gambling, anything that could get him ahead in life, anything that could make him that little bit richer, Iguazu went for it. His lifelong dream was to get enough scratch to buy a bronze citizenship and move into one of the Rejuvenated cities, but he needed lots of money for that.

Lots and lots and lots of money.

Gambling was his favourite way of trying to get that money, because in his eyes it was a 'get rich quick and don't even get shot at' method. He did petty crime to get the fistful of cash needed to throw down a bet - and then lose it all lmao it was an endless cycle. In fact, it was how he got augmented in the first place, as he put down a huuuuuuuuge bet he just couldn't cover, and when he lost it, he realised not even selling a kidney or liver would cover the debt.

Fortunately, he managed to make a deal with some shady augmentation surgeon looking for 'test subjects' for some highly experimental """"Gen Four""""" augmentations, and he took a chance: if he survived the surgery and let the surgeon get whatever data he wanted from it, the surgeon will pay off his debt. If he didn't survive the surgery well, he'll be dead. If he couldn't pay back that debt though, he was dead anyways, so Iguazu took the chance and actually won!

So, an augmented human that doesn't have any debt nor ties to corporations is pretty valuable, even if they don't have an AC to pilot. With his new second chance, Iguazu shunned gambling for good and- HAH no. He went back to his previous life of petty crime and excessie gambling, except now he was a little cockier. Anyway, he climbed the ranks a little in the gang he was in (where he had consistently stayed, not quite at the bottom, but like, bottom third, maybe), and got tangled up in a scheme to get some seriously big cash.

tl;dr Iguazu tried to rob the Hero of Jupiter of all people.

Didn't work, obviously. His gang got busted halfway through the job and Iguazu got left behind to take the fall. Michigan basically beat him half senseless, but didn't kill him (even though he could've done it and the law would've been like "oh, unemployed working class, yeah, it wouldn't count as murder :)" since only citizens are protected (working class aren't "citizens" in apv...)). Instead, after rearranging Iguazu's face and breaking a few bones, Michigan dragged him to the hospital and paid his medical bill.

Now. Onto where the complicated feelings come in.

Life on earth was a constant struggle, and Iguazu was aware that he wasn't at the bottom of the social ladder so much as even the worms tilling the soil were considered more productive members of society than him. None of his schemes or gambling was getting him the money he wanted, and after attempting to rob the Hero of Jupiter, the Peacekeepers weren't going to arrest him, they'd just vanish him completely, which was scarier.

But that didn't happen. Instead Michigan offered him a deal: if Iguazu served ten years in the Redguns as one of his AC squad commanders, then Michigan will personally sponsor him a silver earth citizenship and give him a lump sum of COAM to start him off for his new life.... but if Iguazu turned him down, then Michigan was going to leave him to the mercy of the Peacekeepers, which was essentially a death sentence.

Obviously, Iguazu was going to take the deal, no matter how suspicious as fuck it sounded.

Really, Iguazu was half-expecting Michigan to make him his indentured slave. But instead he found that, no, he was legitimately recruited as an AC pilot. Was trained to be an AC pilot. Michigan even forced him to train in other things too - marketable skills he called them, no matter how much Iguazu grouched and complained about them being boring or pointless. Michigan pushed him to do better, didn't take any of Iguazu's shit, and if Iguazu pushed back too hard, promptly smacked him back into his place and reminded him of their deal.

It really confused Iguazu more than anything? Like, he hated Michigan on principle, and he hated how he was in control of his life and strongarmed him into a group he didn't even care about, but at the same time he felt some weird, bitter and begrudging gratitude and respect - which made him hate Michigan even more because he can't even just hate the guy without it being complicated!! Michigan was just some rich famous guy who decided to make Iguazu his charity case, and he really despised him for it.

But he was also aware that life in the Redguns was considerably better than life on earth had been to him. He'd paid a generous salary. He sleeps in a warm, clean bed (even when sent to Rubicon, their barracks had a functional cot). He got to eat every day and didn't have to worry about tomorrow. He met people he could tolerate and weren't always thinking about how to fuck him over (Volta). Iguazu really does have a lot of complicated feelings over Michigan and what he's done for him, but he settles for resentment and bitter anger because those emotions he knows best. He knows what to do with those...

Michigan, meanwhile?

Really, he was thinking about Walter when it came to Iguazu. Saw this gutsy, angry, refused to stay beaten down "sewer rat", and just couldn't help but glimpse Walter in there. Like, yeah, Walter was never that mouthy, was colder, more composed and poised, but damn, that crazy, raw stubbornness that was just shy of the fierceness of a cornered animal was all Walter.

As well, his experiences with Walter, and his own perspective on both sides of the social ladder - and how the working class are treated - had Michigan feeling some kind of way. He just decided to go for it, see what happened. Iguazu had the guts to try and rob him and, when caught, squared up to him like an absolute lunatic. Michigan liked that kind of gutsy lunacy. Combined with his sort of Walter reminders, he decided to just... offer a helping hand.

Walter sure as hell never had one of those. Walter did everything himself, horded that bitter resentment until it poisoned him right down to the bone marrow, and now he's god knows where doing who knows what. So... yeah, it's complicated on Michigan's side too.

They're both so emotionally constipated, though. Michigan sure as hell explained nothing, Iguazu stewed at what he perceived to be unwanted pity and charity, and everyone else just kinda watched this from the sidelines like hm. intersting. well anyway-

oh man i did not mean to ramble that much but. yeah!!!! yeah... my michigan and iguazu headcanons...

[donatotech01]

As a result of our experiences, we have evolved into the people we are today. A lot of our clients have entrusted us with the technology that drives their businesses. https://www.donatotech.net/careers/

[kilov3books]

AI has taken away human jobs however, AI is also creating human jobs

Febuary 16, 2025

By: Ki Lov3 Editor: Toni Gelardi 

The greatest strategy to stay ahead of the curve as AI continues to change the labor market is to embrace AI as a tool rather than a threat, adapt, and upskill. The following are essential steps to prepare your career for the future:

1. Develop AI and Tech Skills

Learn how AI works and how it impacts your industry. Take online courses in AI, machine learning, automation, and data analysis. Familiarize yourself with AI-powered tools in your profession (e.g., ChatGPT for writing, VideoGPT to video creation and AI-driven analytics for marketing).

2.Focus on Human-Centric Skills

AI is great at automation, but human traits remain irreplaceable:

Emotional intelligence (EQ): 

AI can’t replicate empathy, leadership, or deep human connections.

Critical thinking & problem-solving: 

AI provides data, but humans must interpret and apply it effectively.

Creativity & innovation: 

AI can generate content, but original ideas and strategic thinking still require human input.

3. Stay flexible and Willing to Pivot

Be open to career shifts—AI might replace some jobs but will create new ones.

Adaptability is key; embrace lifelong learning and continuous skill-building. Consider industries that integrate AI rather than resist it.

4. Learn AI-Augmented Roles

Many jobs won’t disappear but will evolve. Understanding how to work with AI instead of against it can give you an edge.

Example: A digital marketer using AI-powered analytics to optimize campaigns rather than manually crunching data.

5. Build a Unique Personal Brand

If AI is replacing generic jobs, make yourself stand out with a strong personal brand.

Develop expertise in niche areas where AI support is valuable but not dominant.

Use platforms like LinkedIn, personal blogs, or social media to showcase your knowledge.

6. Strengthen Networking and Collaboration

AI can’t replace human relationships and professional networks. Become an in-person person– with genuine emotions.

Build strong connections with industry leaders, join professional groups, and attend AI-focused workshops.

Collaborating with others can open doors to AI-proof career opportunities.

7. Explore Entrepreneurship & Side Gigs

AI creates new business opportunities—consider how you can use AI tools to start a side business or freelance work.

Examples: AI-assisted content creation, AI-driven marketing consultancy, or AI-enhanced coaching services.

8. Stay Informed on AI Trends

Keep up with AI advancements and understand their impact on your industry. Read tech blogs, listen to AI-related podcasts, and follow AI influencers. Take free online tutorials, videos and ecourse online any and everything AI, their are plenty. Stay ahead of industry shifts rather than reacting to them.

Final Thoughts

The only thing we can count on in life is change. Prepare yourself for the change so you aren't left behind.

AI isn’t just taking jobs—it’s changing them. The key to surviving (and thriving) in an AI-driven world is to be adaptable, proactive, and willing to evolve. Instead of fearing AI, embrace it as a tool to enhance your work, increase efficiency, and open up new career opportunities.

Those who learn to work alongside AI, focus on human-centric skills, and continuously upskill will not just survive the AI revolution—they’ll lead it.

#ArtificialIntelligence #FutureOfWork #AIImpact #JobMarket2025 #AIJobs #Automation #AIRevolution

#AIAutomation #JobDisruption #TechTakeover #AIvsHumans #FutureOfJobs

#AIInnovation #NewCareerPaths #FutureSkills #AIAndHumans #WorkWithAI

#Upskilling #LearnAI #AdaptOrDie #CareerGrowth #LifelongLearning

#AIInEducation #AIInHealthcare #AIInBusiness #AIInManufacturing