Are many young people very confused? Not sure what to do in the future? With the advent of the era of artificial intelligence, an emerging profession - AIGC engineers was born. Content creation is an important activity in the digital age that allows people to express themselves, communicate with others, share information, entertain, educate and persuade. However, content creation also faces many difficulties, such as high cost, inefficiency, lack of creativity, plagiarism, and quality control. As a result, there is a strong demand for new ways of creating content that can overcome these challenges and improve the content production process. #Artificial Intelligence ##Job Search##Today's Headlines##Education##头条新人互助支持 #
One of the emerging ways to create content is AIGC (AI-Generated Content), which uses artificial intelligence technology to generate content. AIGC is a new type of content production after UGC (User-Generated Content) and PGC (Professional-Generated Content). UGC refers to content created by ordinary users without the need for specialized skills or guidance. PGC refers to content created by professional or semi-professional creators to certain standards and quality. AIGC refers to content created by AI systems with or without human intervention.
AIGC has attracted widespread attention and interest in various fields and industries, such as media, entertainment, education, marketing, gaming, art, and software development, among others. AIGC has also sparked a lot of controversy and discussion among content creators, consumers and platforms about its pros and cons, its impact on human creativity and culture, and its ethical and legal issues.
In this article, we aim to introduce an emerging profession related to AIGC – AIGC Engineer. We will describe this profession in terms of concepts, responsibilities, skills, needs and prospects.
Concept: What is an AIGC engineer?
AIGC engineers are professionals who use artificial intelligence technology to generate various forms of content, such as text, images, video, audio, code, etc.
Responsibilities: What does an AIGC engineer need to do?
The main responsibility of an AIGC engineer is to utilize AI technology to generate content that meets specific needs and goals. Specifically, AIGC engineers need to do the following:
- Understand the principles and functions of artificial intelligence models, such as GPT, DALL-E, Midjourney, etc., as well as their applications and limitations in different fields and scenarios.
- Write effective cue words, i.e. inputs provided to the AI model, to guide it to produce the desired output. Prompt words need to consider factors such as the form, style, theme, purpose, audience, etc. of the content, as well as the characteristics and capabilities of the AI model.
- Evaluate and optimize content generated by AI models, check content quality, consistency, rationality, bias, plagiarism, toxicity, etc., and adjust prompt words or output based on feedback.
- Work with other content creators, consumers, and platforms to understand their needs and expectations and provide them with the right AI-generated content solutions.
- Continuously learn and practice, keep abreast of the development and changes of AI technology, and explore new methods and applications of AI-generated content.
Skills: What skills do AIGC engineers need?
AIGC engineers need to have the following skills:
- Ability to understand and apply AI technologies, including the principles and functions of AI models, and related programming languages and tools, such as Python, TensorFlow, PyTorch, etc.
- Tips for writing prompts, including grammar, semantics, logic, creativity, etc., and how to design appropriate prompts according to different needs and goals.
- Ability to evaluate and optimize content, including identifying and resolving issues such as content quality, consistency, reasonableness, bias, plagiarism, toxicity, and methods for adjusting prompts or output based on feedback.
- Ability to communicate and collaborate, including effectively with other content creators, consumers and platforms, understand their needs and expectations, and provide them with appropriate AI-generated content solutions.
- Ability to learn and practice, including following the development and changes of AI technology, exploring new AI-generated content methods and applications, and continuously improving their creative level and professional competitiveness.
Demand: How much market demand is there for AIGC engineers?
AIGC engineers have a huge market demand because AIGC has a wide range of applications and potential in various fields and industries. For example:
- In the field of education, AIGC can help teachers and students generate teaching content, exercises, answers, evaluations, etc., and improve teaching efficiency and quality.
- In the field of entertainment, AIGC can help artists and audiences generate music, film and television, games, literature and other works, increasing creativity and diversity.
- In the field of marketing, AIGC can help merchants and consumers generate advertising, slogans, slogans, reviews and other content to improve marketing effectiveness and conversion rate.
- In the field of games, AIGC can help developers and players generate maps, characters, stories, dialogues and other content to improve the game experience and interactivity.
- In the field of art, AIGC can help designers and users generate images, videos, animations, posters and other works to improve the level of design and beauty.
- In the field of software development, AIGC can help programmers and users generate code, documentation, tests, etc., and improve development efficiency and quality.
Therefore, AIGC engineers have broad employment space and development opportunities in various fields and industries.
Prospects: What does the future hold for AIGC engineers?
The future prospects of AIGC engineers are very optimistic, because AIGC technology is still improving and innovating, bringing more possibilities and value to content creation. For example:
- With the continuous improvement of the scale and performance of artificial intelligence models, such as GPT-4, DALL-E 2, etc., AIGC can generate higher quality, more realistic, and more diverse content to meet more complex and personalized needs.
- With the continuous enhancement of the interaction and collaboration capabilities of artificial intelligence models, such as Midjourney, AIGC can achieve more natural and flexible dialogue and feedback, improving user experience and satisfaction.
- With the continuous expansion of cross-modal and cross-domain capabilities of AI models, such as Stable Diffusion, AIGC can achieve richer and more interesting content combinations and transformations, improving creativity and entertainment.
Therefore, AIGC engineers need to constantly follow the development and changes of artificial intelligence technology, explore new artificial intelligence generated content methods and applications, and continuously improve their creative level and professional competitiveness.
Conclusion: This paper introduces the concept, responsibilities, skills, needs and prospects of AIGC engineers, emerging AI creation experts. AIGC engineers are professionals who use artificial intelligence technology to generate various forms of content, such as text, images, video, audio, code, etc. AIGC engineers need to have the ability to understand and apply AI models, as well as the skills to write effective prompts. AIGC engineers have a wide range of applications and needs in various fields and industries, such as education, entertainment, marketing, games, art, software development, etc. AIGC engineers also face some challenges and risks, such as content quality, consistency, reasonableness, bias, plagiarism, toxicity, etc. AIGC engineers need to constantly learn and practice to improve their creative level and professional competitiveness. AIGC engineers are experts in artificial intelligence creation that keep pace with the times, bringing more possibilities and value to content creation.
Bibliography:
[1] [2303.04226] A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT. https://arxiv.org/abs/2303.04226
[2] Writing effective AI prompts: How to make AI tools work for you in Opera Browser - Blog | Opera Desktop. https://blogs.opera.com/desktop/2023/03/writing-effective-ai-prompts-how-to-make-ai-tools-work-for-you-in-opera-browser/
[3] (PDF) Enabling AI-Generated Content (AIGC) Services in Wireless Edge Networks. https://www.researchgate.net/publication/366984133_Enabling_AI-Generated_Content_AIGC_Services_in_Wireless_Edge_Networks