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AI-Generated Content in Cross-Domain Applications: Research Trends, Challenges and Propositions

Li, Jianxin, Qu, Liang, Cai, Taotao, Zhao, Zhixue, Haldar, Nur Al Hasan, Krishna, Aneesh, Kong, Xiangjie, Macau, Flavio Romero, Chakraborty, Tanmoy, Deroy, Aniket, Lin, Binshan, Blackmore, Karen, Noman, Nasimul, Cheng, Jingxian, Cui, Ningning, Xu, Jianliang

arXiv.org Artificial Intelligence

Artificial Intelligence Generated Content (AIGC) has rapidly emerged with the capability to generate different forms of content, including text, images, videos, and other modalities, which can achieve a quality similar to content created by humans. As a result, AIGC is now widely applied across various domains such as digital marketing, education, and public health, and has shown promising results by enhancing content creation efficiency and improving information delivery. However, there are few studies that explore the latest progress and emerging challenges of AIGC across different domains. To bridge this gap, this paper brings together 16 scholars from multiple disciplines to provide a cross-domain perspective on the trends and challenges of AIGC. Specifically, the contributions of this paper are threefold: (1) It first provides a broader overview of AIGC, spanning the training techniques of Generative AI, detection methods, and both the spread and use of AI-generated content across digital platforms. (2) It then introduces the societal impacts of AIGC across diverse domains, along with a review of existing methods employed in these contexts. (3) Finally, it discusses the key technical challenges and presents research propositions to guide future work. Through these contributions, this vision paper seeks to offer readers a cross-domain perspective on AIGC, providing insights into its current research trends, ongoing challenges, and future directions.


Parents rejoice! ChatGPT has a new 'Study Mode' that will force students to work through questions step-by-step instead of just getting an answer

Daily Mail - Science & tech

An example of how'study mode' would work. Experts say it is'especially useful' for homework help, test prep and learning new topics It also features knowledge checks in the form of quizzes and open–ended questions, along with personalised feedback. The mode can also easy be toggled on and off during a conversation. Those wanting to use it should select'Study and learn' from tools in ChatGPT. 'Instead of doing the work for them, study mode encourages students to think critically about their learning', Robbie Torney, senior director of AI Programs at Common Sense Media said.


ChatGPT and it's impact on digital marketing

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In today's digital age, marketing has taken on a completely different approach with the shift towards social media and online interactions. ChatGPT is one such tool that can enhance the digital marketing game. ChatGPT is a chatbot that is powered by advanced AI technology, and it is designed to provide unique and personalized user experiences. With the use of ChatGPT, digital marketers can leverage its capabilities to create a more interactive and engaging environment for potential customers. By automating communication processes and being available 24/7, ChatGPT can handle a multitude of tasks such as lead generation, customer interactions, and queries.


what-is-influence-engineering-how-it-relates-to-emotion-ai

#artificialintelligence

The availability of vast data sources and advanced machine learning technologies has given rise to a new system of influence known as influence engineering. It can guide user behavior and lead to new customer acquisition. Using computer vision and pattern analysis techniques, companies can now recognize user emotions using emotion detection techniques (generally called emotion AI) to direct their decision-making process. Also, the advancements in emotion detection and natural language processing techniques present a significant opportunity to automate influential aspects of consumer communication and digital marketing. In fact, in 2021, Gartner named influence engineering as one of the six emerging technologies expected to drive growth for digital marketing.


ChatGPT creator confirms a bug allowed some users to snoop on others' chat histories

Daily Mail - Science & tech

OpenAI states that their ChatGPT model, trained using a machine learning technique called Reinforcement Learning from Human Feedback (RLHF), can simulate dialogue, answer follow-up questions, admit mistakes, challenge incorrect premises and reject inappropriate requests. Initial development involved human AI trainers providing the model with conversations in which they played both sides - the user and an AI assistant. The version of the bot available for public testing attempts to understand questions posed by users and responds with in-depth answers resembling human-written text in a conversational format. A tool like ChatGPT could be used in real-world applications such as digital marketing, online content creation, answering customer service queries or as some users have found, even to help debug code. The bot can respond to a large range of questions while imitating human speaking styles.


3 Powerful AI Tools for Boosting Your Digital Marketing

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AI is becoming increasingly important for digital marketing. It can be used to automate tasks and even write sales copy! Understanding the capabilities the different AI tools available is important so that you can decide which ones are best for your digital marketing strategy. Lately is an AI powered content generator and social media management platform that re-purposes longform text, video and podcasts. Growth Bar SEO, make SEO content that improves Google ranking with AI. Jasper AI Copywriter is an AI content generator for teams its the generative AI platform for that helps your team create content tailored for your brand 10 times faster.


Future-Proofing Your Child's Career: 20 Jobs in the Age of AI

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Discover these top 20 future-proof careers for a child in the age of AI – as our world becomes more (and more!) reliant on technology. Plus, learn 20 tips for ethically raising an AI-ready child to ensure they develop the skills and values they need to succeed in an AI-driven world. As a parent to a 12-year-old boy, I often find myself wondering what he will be doing in his career – considering today's ever-evolving technological world. Of course the future is impossible to predict! But one thing is certain – AI and technology will continue to play an increasingly important role in all aspects of life – whether we like it or not.


10 Ways to Use Machine Learning for Marketing in 2023

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Machine learning is a powerful tool for digital marketing that uses data analysis to predict consumer behavior and improve marketing campaigns. Did you know Netflix uses machine learning to personalize its content recommendations, Amazon uses it to suggest products to customers, and Spotify uses it to curate personalized playlists for users? According to a survey by Salesforce, 51% of marketers already use Artificial Intelligence in some form, and another 27% plan to incorporate it into their strategies in the next two years. Machine learning algorithms can help you analyze customer journey, predict trends, and personalize content while saving you time and resources. This article will dive into machine learning and explore how it can revolutionize your digital marketing efforts. Whether you're a seasoned marketer or just starting, the power of machine learning can take your campaigns to the next level.


artificial-intelligence-digital-marketings-benefits

#artificialintelligence

Artificial intelligence refers to the creation of intelligent machines capable of performing cognitive tasks. Their ability to think like humans will increase once they have enough data. Digital marketing is a key area where artificial intelligence, data, and analytics are important. Any online venture must be able to extract the right insights from data in order to succeed. It is therefore logical to assume that AI will become a key component of digital marketing.


Soci raises $120 million to boost AI for digital marketing

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Global and national brands have been upended by changes brought on in omnichannel marketing as customers access search engines and social media sites that provide highly localized results. "Brands must ensure consistent localized marketing efforts while still appealing to the unique local audience, and marketers must find ways to consolidate workflows while optimizing local channels," Afif Khoury, founder and CEO of Soci, told VentureBeat. To bolster this, the digital marketing software provider announced today that it has raised $120 million in its latest financing round. The funds will serve to advance use of AI and machine learning (ML), including ChatGPT natural language models along with Soci's marketing platform for multi-location brands. Khoury said the Soci platform aims to streamline localized marketing efforts across digital channels while adhering to brand guidelines, optimizing local search and integrating data.