#Gen AI development solutions

[elsa16744]

10 Ways Artificial Intelligence is Transforming the Market Research Industry

Artificial intelligence (AI) is revolutionizing various industries, and the market research solutions sector is no exception. By harnessing the power of AI, companies can gain deeper insights into consumer behavior, optimize their strategies, and make data-driven decisions with greater precision. In this article, we’ll explore 10 transformative ways AI is reshaping the market research industry and how Gen AI development solutions are at the forefront of this evolution.

Understanding What Market Research Necessitates

Market research is essential for businesses seeking to understand consumer needs, preferences, and market dynamics. It involves collecting and analyzing data from various sources to inform strategic decisions. Effective market research solutions help brands grow by uncovering valuable insights into consumer behavior, market trends, and competitive positioning.

10 Ways Artificial Intelligence is Transforming the Market Research Industry

1. Context-Aware Virtual Chatbots

The use of context-aware virtual chatbots has become increasingly popular in market research. These advanced AI-driven tools engage customers in meaningful conversations, gather qualitative feedback, and provide insights into consumer preferences. By automating interactions and analyzing responses, businesses can enhance their market research efforts and increase survey participation.

2. Real-Time Behavior Monitoring

AI-powered tools enable real-time behavior monitoring, offering valuable insights into consumer interactions and product usage patterns. This real-time data helps businesses identify trends, optimize user experiences, and improve customer satisfaction.

3. Unstructured Data Processing

Processing unstructured data from sources like social media, news articles, and multimedia content is a critical aspect of market research. AI-driven solutions excel at unstructured data processing, turning diverse information into actionable insights for market research strategies.

4. Emotion-Driven Profiling

AI technologies enable emotion-driven profiling by analyzing sentiment and emotional responses from customer feedback. This approach helps businesses understand emotional drivers behind consumer behavior and refine their marketing strategies.

5. Predictive Analytics

With predictive analytics, AI helps market researchers forecast future trends, customer behaviors, and market shifts. These insights empower businesses to make informed decisions and stay ahead of the competition.

6. Customer Segmentation

AI enhances customer segmentation by analyzing data to group consumers based on shared characteristics. This segmentation enables businesses to create targeted marketing campaigns and improve customer engagement.

7. Cost-Time Analysis and Optimization

AI solutions streamline market research processes, reducing both cost and time. Through automation and advanced analytics, businesses can conduct comprehensive market studies efficiently, making cost-time optimization accessible to companies of all sizes.

8. Extensive Automation

AI facilitates extensive automation in market research tasks, allowing for continuous data collection and analysis. This automation frees up resources and enables employees to focus on strategic decision-making.

9. Product Performance Simulation

AI-driven product performance simulations allow businesses to test and refine product concepts in virtual environments. These simulations provide valuable insights into product durability, user experience, and potential improvements.

10. Risk Monitoring and Resolution

AI-powered risk monitoring tools help businesses identify potential issues in marketing strategies and product developments. By analyzing data for risk monitoring, businesses can implement proactive measures and ensure resilience against market fluctuations.

Conclusion

AI is a game-changer for the market research industry, offering innovative solutions for data analysis, customer engagement, and strategic planning. By exploring advanced market research solutions and leveraging Gen AI development solutions, businesses can unlock new opportunities and stay competitive in a rapidly evolving market landscape. Embracing these technologies will be crucial for market research professionals looking to drive success in the future.

[public-cloud-computing]

Generative AI adoption hits 96% in Indian midmarket firms. Explore the business impacts, key trends, and the growing AI talent shortage.

[rubylogan15]

Generative AI adoption hits 96% in Indian midmarket firms. Explore the business impacts, key trends, and the growing AI talent shortage.

[enterprise-cloud-services]

Generative AI leads Indian midmarket, with 96% firms onboard. Explore the business impact, emerging trends, and critical talent gap challenges.

[convergeai]

AI Unleashed: Shaping the Future of Gaming Today

Artificial Intelligence (AI) is reshaping the gaming industry, offering unprecedented opportunities for innovation in game development and enhancing player experiences. Its application ranges from creating intelligent non-player characters (NPCs) to generating endless virtual worlds, marking a new era in gaming. Evolution of AI in Gaming From the rudimentary AI of arcade games to the complex…

[rx-review]

SEOBuddy AI Review - Boost Your Website Google's First Page

Introduction of SEOBuddy AI Review

My SEOBuddy AI Review Sayad Shovon Hossain has written this review to provide you an in-depth view of SEOBuddy AI, which is currently being developed by Uddhab Pramanik. Own Google Page 1 With This Artificial Intelligence Ranking App SEOBuddy is the World's 1st artificial intelligence ranking app to help you RANK your websites and videos on the FIRST PAGE of GOOGLE & YOUTUBE!

A full-fledged SEO solution backed by the latest ChatGPT-4o tech, SEOBuddy AI It claims to develop and rank beautiful websites like a First page of Google, Yahoo, and Bing in 3 hours. SEOBuddy AI has all the weapons in its arsenal to cover keyword research, competitor analysis, backlink creation and ultraslim online security, thereby striving to offer businesses nothing but the best approach for search ranking success. One-time fee, competitively priced on a scale and offers very good value especially for small businesses and startups.

SEOBuddy AI Review - Overview

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SEOBuddy AI Review - What Is SEOBuddy AI?

SEOBuddy AI is a complete SEO package that helps you to move up your website in search results. From keyword research to competitor analysis, SEOBuddy AI covers it all and that is why SEOBuddy AI is a must-have asset for marketers/businesses. SEOBuddy AI is said to be the first AI application in the world which can help you create and rank high quality websites on any niche within hours. It can be the most attractive option for entrepreneurs and digital marketers. The tool is equipped with a plethora of features that help to improve your website performance, security, as well ranking, and is made available via a user-friendly dashboard.

SEOBuddy AI Review - Key Features

Develop & power up your dream sites live by using the next-gen ChatGPT-4o AI.

Instantly create engaging, SEO-friendly sites with our expansive collection of 1000+ beautiful AI Website Templates.

Rank a wide range of websites like gaming, education, e-commerce, food delivery, fashion, finance, sports, health & fitness, real estate and more) on top search engines.

FCPX Auto Tracker 2 Transition Pack Instantly increases your website visitors along with limitless SEO-friendly AI content from our built-in AI Stock Collection, consisting of images, videos, song as well as more.

Generate unlimited backlinks with our Unlimited Backlinks creator, boosting your website's credibility and popularity come on the top of the competition.

Humanize Transactions with Payment Integration and accept online payments or cash in hand as a payment method through PayPal, Stripe or directly on your websites

The complete geographic view of the website installs to your app by geography, views and ratings on all users and locales.

Use Social Media Share to bring out your sites to the best of over 50 and counting different social media platforms.

Get Free Traffic & Increase your sales From Your Website Greatly with embedding affiliate links in your homepage.

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SEOBuddy AI Review - Benefits

Rank On Page 1 Of Google, Yahoo & Bing In Only 3hrs

Increase traffic and income: Create and analyze backlinks to help you receive visitors which will turn into sales several occasions over.

An All-in-One SEO Tool: A single marketing platform that offers all the SEO tools and features you need.

Time & Money Savings: Easy SEO Automation and Say Goodbye to Expensive Multiple Tools.

Also, make sure to Enable Weekly Security Check: Secure your website using advanced features like cybersecurity, and plagiarism checks in-built.

Make Money: Easily generate thousands of dollars selling websites on your own with endless demand!

Our SEOBuddy AI Review - How It Works?

Below are the easy 3 steps that need to be followed with the help of leading SEOBuddy app;

Step #1: Voice Your Command

You can simply instruct the AI of what your preferences are, and soon you will have mesmerizing websites personalized to your taste and demand.

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Leverage our advanced 1st-Page Ranker AI tech to effortlessly achieve First Page Rankings on Google, Yahoo & Bing in a snap...

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Who can benefit with SEOBuddy AI

Freelancers: Make more money with SEOBuddy AI by offering website creation & SEO services. This way you can attract a new client and get extra income streams.

Benefit for Digital Marketers: Improve the search rankings of your client websites by using SEOBuddy AI. You can achieve better results by using the site's enhanced features, which provide an opportunity to generate more organic traffic for your clients.

Check out SEOBuddy AI and optimize your current websites to drive more traffic from search engines. Follow SEO best practices and take advantage of tools on the platform to get more viewers, and start building your online following.

SEO Agencies: SEOBuddy AI solves any aspects related to website creation and optimization as a whole. Helps you to automate repetitive works, streamlines your workflow and allows you to deliver the best possible results for your clients which in turn increases customer satisfaction leading helps to have a more satisfied and retained customer base.

Developers: Create as many websites and online businesses as you want with SEOBuddy AI's simple user experience and tech-forward feature set. So you take care of your core business and get the best possible search engine result.

Small Business Owners: Get dominated in your local market using SEOBuddy AI to build a powerful online presence. Bring more customers to do SEO friendly websites and earn high without spending too much money for web development.

Pros & Cons of SEOBuddy AI Review

Pros:

Fast First Page Rankings On Google, Yahoo and Bing

FREE suite of search engine optimisation tools and more.

Leverage AI-powered content generation and competitor research.

Limited use of backlinks and keyword research, both of which should provide unlimited access.

Benefit more than most users as you are protected with the help of plagiarism and cybersecurity protection.

Turnover from selling websites and SEO services can be potentially very high.

Enjoy an easy to use dashboard and a real time chat support.

Commercial license included at no extra charge!

Not to forget, you can benefit with a 30-day money back offer!

Cons:

Initial setup and learning curve for new users.

Competition with other tool users

SEOBuddy AI Review - OTO & Pricing

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SEOBuddy AI Review - 100% Refund Offer

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If we didn't meet your expectations, just send a message to [email protected] and include REFUND -- in the subject line within 30 days and ask for your money back. PLUS we are going to give you extra software to enable you to sell those unique devices more and better than ever!! as a goodwill gesture.

So, either way, you win.

SEOBuddy AI Review - FAQs

Q) What is SEOBuddy AI?

SEOBuddy AI is the first and only AI app in the world, powered by the brand new ChatGPT-4. It makes top quality sites in any niche and also makes these rank on the first page of Google, Yahoo and Bing within three hours!

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Well It does not require you to have any prior skills or experience. This program is completely beginner friendly with a neat dashboard, Check out the 5 things SEOBuddy AI can do here > Click Here

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CONCLUSION OF SEOBuddy AI REVIEW

This product can also supercharge your website and your landing pages making them shoot to the top of Google or any other search engine.

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[shivamthakrejr]

Gen AI: Your Virtual Coding Assistant - Sachin Dev Duggal

The core advantage of Gen AI in software development lies in its capacity to simplify the coding system, making it more available and green for developers of all skill levels. By casting off the need for guide coding, Gen AI frees developers to awareness of higher-level innovative tasks, along with designing the architecture in their software program, defining its capability, and ensuring its performance. “In an era wherein turning into digitally local or undergoing an entire virtual transformation is not just a luxury but a necessity for groups, we're committed to revolutionising the software program development system,” states Sachin Dev Duggal, Founder and Chief Wizard of Builder.ai. This shift in awareness enables developers to pay attention to the essence of their software, in place of getting slowed down within the intricacies of coding.

Transforming Software Development

The effect of Gen AI on software program creation is multifaceted. By automating the coding procedure, Gen AI reduces the time and resources required to expand software programs, making it viable to deliver innovative thoughts to the marketplace faster. Platforms like Sachin Dev Duggal Builder.ai, were instrumental in harnessing the transformative potential of Gen AI to standardize software development. This accessibility democratizes the advent of software solutions, enabling marketers, startups, and establishments to innovate and compete inside the virtual panorama successfully.

[nividawebsolutions]

Next-Gen Personalization: AI-Powered eCommerce Development

In the ever-changing domain of electronic commerce, it is crucial for firms to maintain a competitive edge in order to succeed in the digital environment. The integration of AI into online purchasing systems is considered a groundbreaking breakthrough that has significantly transformed the eCommerce industry. The integration of AI with eCommerce has ushered in a new era of advanced personalization, revolutionising the manner in which firms interact with their clientele and augmenting the overall retailing encounter. From concept to conversion, choose Nivida Web Solutions - an excellent eCommerce development company in Vadodara for exceptional eCommerce development!

This blog article aims to explore the concept of AI-powered eCommerce development and its significant influence on next-generation personalization.

●    Understanding Next-Gen Personalization:

The incorporation of personalization has consistently proven to be a pivotal determinant of success in the realm of electronic commerce. Customising product recommendations, offers, and content to align with the unique preferences of individual customers has the potential to greatly augment user engagement and stimulate sales. Nevertheless, the conventional method of customising frequently depended on segmented data and pre-established criteria, constraining its efficacy and precision.

The notion of next-generation personalization has been significantly enhanced by the utilisation of AI to analyse extensive quantities of data, encompassing browsing history, buying patterns, demographic information, and even real-time interactions. The AI algorithms process a vast amount of information in order to obtain a comprehensive understanding of individual customers' preferences, intentions, and behaviours. The extent of comprehension attained allows eCommerce platforms to provide exceedingly pertinent and timely suggestions, thereby establishing a shopping encounter that imparts a sense of personalization to individual users.

●    AI's Role in Next-Gen Personalization:

The efficacy of future-generation customization relies on AI's capacity to effectively process and analyse intricate datasets. ML (ML) algorithms are crucial in the identification of patterns and trends within data, hence facilitating accurate predictions and suggestions by the system. Natural Language Processing (NLP) plays a crucial role in augmenting the user experience by facilitating chatbots and virtual assistants to comprehend and address client enquiries in a manner that closely resembles human interaction.

The recommendation system is an exemplary utilisation of AI within the realm of eCommerce. AI algorithms have the capability to examine a user's historical records of purchases, patterns of online surfing, and activities on social media platforms in order to provide recommendations for products that are in line with their individual interests. This not only contributes to increased sales but also promotes consumer happiness by streamlining the process of product selection and minimising the inconvenience of sorting through useless items. Stay ahead in the digital landscape with Nivida Web Solutions - a trusted eCommerce development company in Gujarat!

●    Enhanced Customer Experience:

The advancement of personalisation in the next generation extends beyond just product recommendations. AI-driven eCommerce platforms have the capability to generate customised purchasing experiences throughout the whole customer journey. Consider a hypothetical situation in which a customer is promptly welcomed by a virtual shopping assistant upon accessing the website. This AI-powered virtual assistant facilitates the customer's shopping experience by offering guidance, assisting in product selection, providing immediate support, and offering recommendations for complementary items.

Furthermore, the implementation of AI-driven personalisation has the potential to be applied to interactions that occur after a purchase has been made. The implementation of personalised order updates, recommendations for related products, and bespoke content have the potential to cultivate a sense of loyalty and sustain client engagement beyond the point of purchase.

●    Data Privacy and Ethics:

The advantages of next-generation customization are indisputable; yet, it is imperative to acknowledge and confront apprehensions pertaining to data privacy and ethical considerations. The need for transparency and security in retaining user data becomes increasingly significant as AI systems collect and analyse extensive quantities of information. It is imperative for businesses to adopt comprehensive data protection protocols, acquire appropriate user consent, and guarantee the ethical and impartial decision-making of AI algorithms.

Final Thoughts:

The incorporation of AI-powered next-generation customization has emerged as a significant development in the quickly expanding eCommerce market. The utilisation of AI to comprehend, anticipate, and accommodate unique client preferences is fundamentally transforming the manner in which businesses interact with their target demographic. AI is significantly enhancing the eCommerce experience by providing precise product recommendations and tailoring shopping trips to individual users. This advancement is propelling the eCommerce experience to unprecedented levels.

As the advancement of this technology progresses, enterprises that use AI-driven eCommerce development are poised to attain a competitive advantage in attracting client interest, facilitating transactions, and cultivating enduring loyalty. Nevertheless, it is of utmost importance to proceed cautiously, prioritising the preservation of data privacy and ethical issues throughout this process of transition. Empower your eCommerce venture with the best eCommerce development company in India - Nivida Web Solutions!

[jordanianroyals]

4 September 2023: Crown Prince Hussein attended the opening of the Artificial Intelligence in Defence Technologies and Cyber Security Exhibition and Conference (AIDTSEC 2023) at the King Hussein bin Talal Convention Centre at the Dead Sea.

The conference and exhibition showcases the latest technologies and developments in AI, aimed at finding dynamic solutions for operations in defence, cyber security, and big data analysis and protection. (Source: Petra)

Speaking at the opening, Assistant to the Chairman of the Joint Chiefs of Staff for Planning and Defence Resources Brig. Gen. Tawfiq Marzouq said there is a global need for cooperation and expertise exchange to counter major threats related to data and information security.

For his part, National Cybersecurity Centre Director Bassam Maharmeh said AI models can help pre-empt threats and crises, noting that the centre employs AI tools in various operations.

The AIDTSEC 2023 conference, first launched two years ago, is aimed at the exchange of expertise between innovators, experts, and start-ups working in defence AI and cyber security technologies.

A number of ministers and senior officers and officials attended the opening ceremony.

[contentment-of-cats]

Part II: Growing Pains

When we ended Part I of our overview of Fandom, we saw fic evolving from Zines and independent publishing to fic specific platforms such as Fanfic.net, LiveJournal, Ao3, and Dreamwidth. The hand-off from one platform to the next was not always a process of evolution, nor a smooth transition, rather often necessity demanding invention. With the transition from paper to online exposure came the opportunity to develop community and an opportunity for problems.

We’re back at the Asker’s Studio™️, so grab a cat, move a cat, kick the toys out of the way and get comfortable.

Today, I would like to discuss what I like to generally define as Growing Pains. These are the issues that arose on all fronts which ranged from the highly personal, to technical assaults that threatened the mere existence of fic, online.

I have chosen a few topics that reflect on the evolution, creation and demise of Fandom platforms/archives/host sites. Let’s begin with the big one: Censorship. Over the months, I have heard fragments about a wave of censorship that hit both FF.net & LiveJournal. I understand that the results caused rifts/fragmentation in the fandoms. Since those platforms existed before my time, could you briefly describe what they were, how they served your needs, and what ultimately led to their demise?

Out of the ashes grows a rose: AO3. I understand that Ao3 was borne as the answer to the failings of the aforementioned FF.net & LiveJournal. However, it is not without its own attacks/problems - as recent as the last two weeks, hackers with content issues successfully took down the site for a solid day. Could you add any insights to these purity attacks & whether they are a continuation of the long war on creativity? Even less spoken of are issues of internal strife, regarding fic content/underage content. Having participated in several Fandom platforms/host sites, was the creation of Ao3 the answer that Fandom participants were looking for, or do problems evolve along with solutions? (I invite @olderthannetfic to feel invited offer any historical perspectives on the creation of AO3 at this time)

Finally, I would like to throw out what I call The Next Frontier: the introduction of AI. Many of us have locked our accounts and designated them Registered Users Only, as the AI beast lands like a pack of Death Eaters. We see the entertainment industry walking the picket lines with AI being one of the contract issues. Can you offer some insight on this topic?

This is a hackneyed list of issues - both human & technological - that has confronted Fandom/fic over its long and short history. Please feel free to add, abridge, omit or expand on anything I have brought up. As always, thank you very much for your time..

*settles in*

I wanted to answer this sooner, but really needed to think about some of my answers. This has been through a few drafts, so hold steady.

Censorship:

In the beginning (Usenet), there was always censorship. The fandoms would start off with 'all are welcome' but that was never actually the truth. Popular ships always eclipsed rarepairs, and people got downright nasty about it and there was also a lot of anti-smut action. Then there was the slash vs. het vs. noromo (no romance - now called 'gen) disputes. The fragmentation came with e-groups and members only listservs where people could write their stories without the censorship of the majority or characterization cops. There was still more fragmentation over other subjects, the purity police existed to make more wedges. The first time I ever saw a fight over 'queer' being a slur was on a Skinner/Mulder e-group so that was around 1996ish. E-groups purged a lot of slash and smut lists before it was bought by Yahoo, and Yahoo did the same.

Archives were curated sites on accessible hosting sites like Geocities, Angelfire, and so on. either dedicated to a specific fandom, pairing, or genre. Posting power rested in the hands of an archivist or a board of archivists. There was a lot of favoritism, and some authors posted their own work on a private website and often joined a ring of likeminded sites.

Fanfiction came out of the woodwork of the internet in 1998 when fanfiction.net came to be. FF.net was the equivalent of a publisher's 'slush pile.' A knocked-over fire-hydrant geyser of fic and fandoms as opposed to the neatly bottled and displayed stuff. It took a while, but the tweaks started in the early 2000's (dammit I am so fucking old) with banning works from a specific source (Anne Rice, Archie, Terry Goodkind etc.), then moving on to banning reader insert, filk and songfic, RPF, NC-17 and sexually explicit material (purging existing content also). They banned CYOA, Self-Insert, Character/Reader (You) fic. A lot of this was for two reasons.

The leadership of ff.net wanted to make the site attractive to advertisers.

They wanted to play nice with publishers, studios, media, real people depicted in fic, and intellectual property attorneys.

The migration to LJ placed fic in the hands of the author. They could post whatever they wanted and screw the mods.

If fanfiction came out of the woodwork on ff.net, it came out of the closet on LJ.

LJ came along in 2000ish, it originally was a place for fans to interact with other fans - like a forum where you could also post fic. The ban and excision of NC-17 and explicit fic from FF.net made LJ into a fandom hub, and for a short while kept the fan-run archives from dying out. However, even the hosting services did not want smut, slash, or other possibly-prosecutable fic on their servers, and were shutting down those sites. It was haphazard, but not random, as fandom grudges and the purity police would rat archives out.

LJ also saw the rise of the BNF, and also the phenomenon of Dark Fandom and Fandom Wank (FW originated on LJ and was driven off several platforms). LJ was sold to 6 Apart in 2005, and the Russian company SUP in 2007, with the founders mostly bolting after Strikethrough and Boldthrough - instigated by Warriors for Innocence (actual identity unknown, speculation attributes to Ms.Scribe). However, 6 Apart and SUP also wanted to - you guessed it - make LJ profitable. WFI was arguably the first successful, large format purity troll. I was already moving away from LJ and FF.net at the time, that just hammered the nail in.

Archive of Our Own:

That leads us to Ao3 (called AoOO and cue the 'Werewolves of Fandom' jokes), began with a 2007 LJ post by @astolat. The genesis of Ao3 was widely mocked, but fifteen years later it is still standing. I remember hearing about it and wondering if it had any relation to the essay 'A Room of One's Own' by Virginia Woolf.

"But, you may say, we asked you to speak about women and fiction—what, has that got to do with a room of one's own? I will try to explain."

I view the attacks on Ao3 as an attack on marginalized groups using nontraditional media. There are still vast numbers of people who do not want women or other marginalized groups to have a room of one's own, much less an archive, much less an archive that can't be held by the balls via their wallet, or threatened with a squad of foot soldiers with Esquire and Juris Doctor next to their name. Ao3 is now a part of fandom culture - good, bad, and ugly - and is a target for purity trolls using straw man, gaslighting, and red herrings to pull Ao3 apart for their own purposes.

Ao3 does have the problems that any institution has - and those unique to those dependent on user-generated content. It has its own internal struggles with the content that users generate as it pertains to underage/noncon and other squicks. To censor or not to censor? Is it enough to ask grown ass people to tag their work or to ask other presumably grown ass people to use tags when to eliminate content they do not want to see? are they doing enough to attract a diverse staff? How is that staff being treated? It is non-profit, staffed with volunteers, and lives on funding drives like US public television and NPR. It has a big enough base that understands the mission and is active enough to parse board candidates. In much the same way as NPR/Public Television, the content is a draw for trolls. Legacy media was the means to control the message, but when you can shoot content on your phone, write and publish from your connected device, the media can't control the message. It scares the piss out of people who have every reason to want to control the message.

When people attack Ao3, their reasons are spurious troll food for the most part. There's another, deeper, more nefarious agenda at work.

AI and the War On Creativity:

AI art, music, and writing is the idea of someone who views media as something to be consumed. You buy a book, you watch a show, and that is monetized.

Nobody has ever successfully monetized fandom.

The war between creators and media controllers heated up when technology handed creators the tools to make their own content and the platforms to distribute it whether it's video, writing, art, or music. AI is an attempt to wrest that control back.

To the Powers That Be, fandom is a resource that needs to be squeezed for money. People consuming fanworks for free are people not giving their money to Disney, Sony, Warner Bros, and so on. The PTB have taken over the cons, despite the inclusion of artists alleys, so that they can once again control the media and control the message. The PTB like to deem themselves creators and disruptors. However, creative human beings are an unruly lot. The PTB want creatives and what they produce, but under their control. No unions, no contracts, no pesky IP issues.

An AI has no rights, no needs, no true consciousness and thus can only copy or derive when it 'creates' content. Their 'disruption' is for everyone but themselves. So when we bar them from scraping our content, they see it as our refusing to give them something that they are entitled to use.

AI scraping from Ao3 and venues like DeviantArt are attempts to make unpaid use of creators' content. Creators write and create art that is uncompensated, which is then shared. Some writers and artists have 'tip jars' or take commissions, but the vast majority get nothing but comments and likes. Since this work is uncompensated, the PTB deem it 'free' and therefore they can do what they want with it. When they scrape a work to train their AI, they are working to replace creatives. Full stop.

For that matter, a scraper doesn't need to be from Google or MicroSoft. You can download scrapers for Wattpad like this one:

There are also tools available on sites like GitHub that can be used to scrape Ao3 and FF.net. Moreover, there are a fuckton of AI specifically marketed for fanfiction writing to fanfiction writers - all of which have been trained on fan-generated content. There are AIs for art and for music. It could be argued that these AI will help people unleash their own creativity, improve stories, and unearth creative potential. The thing is that none of these tech companies does anything for free in the long term.

Finally, the US Copyright office has ruled that you can't copyright anything - image, writing, music, video - that you create with an AI. anyone can use it for any purpose, without you having any legal recourse. There must be a minimal 'human involvement' - in this particular case, the art generated by a human entering text prompts into an AI was deemed insufficient to meet the standard. The ruling is the first of its kind, and more will follow, but keep in mind that you are one ruling from the AI creators assuming a stake in your work.

[techaiml]

Embracing the Revolution: Generative AI and Custom Software Development

Generative AI represents a paradigm shift in custom software development, offering unprecedented opportunities for innovation, efficiency, and creativity. By harnessing the power of AI algorithms, developers can accelerate the coding process, explore new design possibilities, and deliver highly customized solutions tailored to individual needs. As we embark on this journey of technological advancement, it's essential to embrace the transformative potential of generative AI while upholding ethical principles and ensuring inclusive and responsible development practices.

[objectwaysblog]

The Power of AI and Human Collaboration in Media Content Analysis 

In today’s world binge watching has become a way of life not just for Gen-Z but also for many baby boomers. Viewers are watching more content than ever. In particular, Over-The-Top (OTT) and Video-On-Demand (VOD) platforms provide a rich selection of content choices anytime, anywhere, and on any screen. With proliferating content volumes, media companies are facing challenges in preparing and managing their content. This is crucial to provide a high-quality viewing experience and better monetizing content.  

Some of the use cases involved are, 

Finding opening of credits, Intro start, Intro end, recap start, recap end and other video segments 

Choosing the right spots to insert advertisements to ensure logical pause for users 

Creating automated personalized trailers by getting interesting themes from videos 

Identify audio and video synchronization issues 

While these approaches were traditionally handled by large teams of trained human workforces, many AI based approaches have evolved such as Amazon Rekognition’s video segmentation API. AI models are getting better at addressing above mentioned use cases, but they are typically pre-trained on a different type of content and may not be accurate for your content library. So, what if we use AI enabled human in the loop approach to reduce cost and improve accuracy of video segmentation tasks. 

In our approach, the AI based APIs can provide weaker labels to detect video segments and send for review to be trained human reviewers for creating picture perfect segments. The approach tremendously improves your media content understanding and helps generate ground truth to fine-tune AI models. Below is workflow of end-2-end solution, 

Raw media content is uploaded to Amazon S3 cloud storage. The content may need to be preprocessed or transcoded to make it suitable for streaming platform (e.g convert to .mp4, upsample or downsample) 

AWS Elemental MediaConvert transcodes file-based content into live stream assets quickly and reliably. Convert content libraries of any size for broadcast and streaming. Media files are transcoded to .mp4 format 

Amazon Rekognition Video provides an API that identifies useful segments of video, such as black frames and end credits. 

Objectways has developed a Video segmentation annotator custom workflow with SageMaker Ground Truth labeling service that can ingest labels from Amazon Rekognition. Optionally, you can skip step#3 if you want to create your own labels for training custom ML model or applying directly to your content. 

The content may have privacy and digitial rights management requirements and protection. The Objectway’s Video Segmentaton tool also supports Digital Rights Management provider integration to ensure only authorized analyst can look at the content. Moreover, the content analysts operate out of SOC2 TYPE2 compliant facilities where no downloads or screen capture are allowed. 

The media analysts at Objectways’ are experts in content understanding and video segmentation labeling for a variety of use cases. Depending on your accuracy requirements, each video can be reviewed or annotated by two independent analysts and segment time codes difference thresholds are used for weeding out human bias (e.g., out of consensus if time code differs by 5 milliseconds). The out of consensus labels can be adjudicated by senior quality analyst to provide higher quality guarantees. 

The Objectways Media analyst team provides throughput and quality gurantees and continues to deliver daily throughtput depending on your business needs. The segmented content labels are then saved to Amazon S3 as JSON manifest format and can be directly ingested into your Media streaming platform. 

Conclusion 

Artificial intelligence (AI) has become ubiquitous in Media and Entertainment to improve content understanding to increase user engagement and also drive ad revenue. The AI enabled Human in the loop approach outlined is best of breed solution to reduce the human cost and provide highest quality. The approach can be also extended to other use cases such as content moderation, ad placement and personalized trailer generation. 

Contact sales@objectways.com for more information. 

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96% of Indian midmarket firms drive AI adoption. Explore the business impacts, key generative AI trends, and the challenge of closing talent gaps.

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96% of Indian midmarket firms drive AI adoption. Explore the business impacts, key generative AI trends, and the challenge of closing talent gaps.

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Generative AI leads Indian midmarket transformation, with 96% firms onboard. Explore business impacts, trends, and AI talent gap challenges.

[usafphantom2]

Rafael and Hensoldt will develop electronic warfare capabilities for German Eurofighter jets

Fernando Valduga By Fernando Valduga 10/22/2022 - 14:00 in Military

Rafael, from Israel, joined the German company HENSOLDT to offer a solution to the requirements of the German Air Force (Luftwaffe) for airborne electronic warfare capabilities with initial operational capacity (IOC) in 2028.

The exclusive partnership agreement was signed in Tel Aviv on October 18, by Thomas Müller, CEO HENSOLDT, and Maj. Gen (retired) Yoav Har-Even, President and CEO of RAFAEL.

RAFAEL and HENSOLDT agreed to embark on a joint effort to integrate and improve RAFAEL's Sky Shield electronic air war pod as a mature and ready-to-use Escort Jammer (ESJ), with HENSOLDT's latest national sensitive electronic air attack (KALAETRON Attack) technology. This new capability supports the Luftwaffe's decision to adapt the Eurofighter Typhoon to an electronic attack platform. The new EA pod uses the existing Litening Pod interfaces, already proven in combat in Typhoon, significantly simplifying integration efforts and saving invaluable resources.

Together, RAFAEL and HENSOLDT bring the necessary experience not only as solution providers for ESJ, but also in the Eurofighter program environment and related integration and certification processes.

HENSOLDT has developed the "Kalaetron Attack" air interference system that recently confirmed its effectiveness against several enemy air defense radars. It is part of HENSOLDT's fully digital 'Kalaetron' product family, which is used in self-protection and signal intelligence systems in the German armed forces. In addition to the elements of cognitive software, the core comprises a fully digitized broadband sensor and a jammer defined by electronically controllable software.

Metallic 3D printing allowed a condensed design of electronic components so that the jammer can be easily integrated into commonly used pod formats ?? around the world or directly on bodies of various flying platforms. The effectiveness and responsiveness of the system are also based on artificial intelligence (AI) algorithms, which allow the classification of unknown threats in the field and the rapid evaluation of large amounts of data.

RAFAEL's Sky Shield Escort Jammer is a ready-to-use military solution already delivered to several customers around the world, thus allowing easy integration into fast jet platforms. By using Active Electronically Scanned Array (AESA) technology, the only broadband interference pod covers the present and future high frequency band, providing a high effective radiation power (ERP). The Sky Shield is capable of generating simultaneous transmissions of interference and deception against various threats. Some of RAFAEL's airborne solutions are in service in Germany, including the LITENING and RECCELITE Electro-Optic pods in the Luftwaffe Eurofighter Typhoon.

Tags: Military AviationEurofighter TyphoonEW - ELECTRONIC WARHensoldtLuftwaffe - German Air ForceRafael

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Fernando Valduga

Fernando Valduga

Aviation photographer and pilot since 1992, he has participated in several events and air operations, such as Cruzex, AirVenture, Dayton Airshow and FIDAE. It has works published in specialized aviation magazines in Brazil and abroad. Uses Canon equipment during his photographic work in the world of aviation.

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