Artificial intelligence product case
The following are some examples of artificial intelligence-related products: - On November 27,2023, the Beijing Internet Court heard the case of copyright violation of pictures generated by artificial intelligence (AI Wensheng pattern). The case clearly stated that pictures generated by artificial intelligence reflected the original intelligence of human beings and qualified as "works". The identity of the user as "author" was recognized. The defendant's use of the pictures involved without permission constituted an act of copyright violation. - In January 2020, the People's Court of Nanshan District, Shen Zhen City, Guangdong Province concluded the lawsuit related to the plaintiff, Teng Corporation, in the first instance (the specific circumstances of the case and the judgment result of the copyright of the artificial intelligence product were not specified). - Version 1.0: Filin case; Version 1.1: Dreamwriter case; Version 1.2: Beihu artificial intelligence-generated picture case. "A Short History of the Future: Legends of the Intelligent Era" was equally exciting. Everyone was welcome to click and read it!
Artificial intelligence product case study
The following are some examples of artificial intelligence-related products: - On November 27,2023, the Beijing Internet Court heard the case of copyright violation of pictures generated by artificial intelligence. It was clear that pictures generated by artificial intelligence reflected the original input of human intelligence and qualified as "works". The identity of the user as "author" was recognized. The defendant's use of the pictures involved without permission constituted copyright violation. - In January 2020, the People's Court of Nanshan District, Guangdong Province, concluded the first trial of the case of copyright violation and unfair competition disputes between the companies of the company. The articles generated by the Dreamwriter software independently developed by the affiliated companies of the company of the company were deemed to be works. The author of the company used the software to create an article, and Yingmou Technology stole the content of the article. The court found that Yingmou Technology violated the right of information network transmission of the company and constituted unfair competition. " A Short History of the Future: Legends of the Intelligent Era " was equally exciting. Everyone was welcome to click and read it!
What is an artificial intelligence product?
The artificial intelligence product referred to the large amount of material given to the artificial intelligence by the staff in the early stage. After continuous improvement of the algorithm, it generated content with its own unique style. " A Short History of the Future: Legends of the Intelligent Era " was equally exciting. Everyone was welcome to click and read it!
What is an artificial intelligence product?
The artificial intelligence product referred to the large amount of material given to the artificial intelligence by the staff in the early stage. After continuous improvement of the algorithm, it generated content with its own unique style. It had the following main characteristics: First, it could not be pre-set, because the internal process of artificial intelligence design was a black box for humans, and it was impossible to pre-set the generated content; Second, it was the indirect expression of human thoughts. The premise of its generation was that humans developed algorithms, entered massive data, and then filtered, arranged, and integrated according to keywords. Although it weakened the role of humans on the surface, it was essentially the result of indirect expression of human thoughts through artificial intelligence. Third, it looked exactly the same as a human work. Even experienced people would find it difficult to distinguish it without being told where it came from. " A Short History of the Future: Legends of the Intelligent Era " was equally exciting. Everyone was welcome to click and read it!
The latest product of artificial intelligence
Artificial intelligence products are ubiquitous in modern life. Here are some of the newer artificial intelligence products: 1. ** Smart chatbots **: For example," Xiao Bing,"" Xiao Du," and " Siri," they can interact with people using natural language, support a variety of voice commands, and can also self-optimize through machine learning to provide advice and help in a variety of situations. 2. ** Smart home equipment **: Air conditioner, oven, TV, refrigerator and other home equipment can be controlled through wireless network connection, and it supports voice interaction, improving the convenience and comfort of home equipment. 3. ** Self-driving car **: The sensors on the car body can sense the surrounding environment and make decisions to control it. It can drive itself without the driver's operation. 4. ** Intelligent medical products **: For example, intelligent diagnosis systems, medical robots, etc., use artificial intelligence technology to provide more scientific health protection and improve the efficiency and quality of medical services. 5. ** Financial products **: Smart investments, smart risk control, and other products can use big data and machine learning technology to provide more accurate investment advice and risk assessment. 6. ** Google's DeepMind**: The development of artificial intelligence technology that can play video games on its own. It can quickly learn and master the gameplay, demonstrating the potential of artificial intelligence in the entertainment field. " A Short History of the Future: Legends of the Intelligent Era " was equally exciting. Everyone was welcome to click and read it!
A Case Study of Artificial Intelligence
The following are some case studies related to artificial intelligence: ** 1. China related cases ** 1. ** Beijing Internet Court heard the case of artificial intelligence-generated picture copyright copyright violation dispute (AI Wensheng pattern)** - In this case, on November 27,2023, the first-instance judgment was decided (the original defendant did not appeal). The court made it clear that the pictures generated by artificial intelligence were qualified as "works" because they reflected the original intellectual input of human beings, recognized the identity of the plaintiff as the "author" of the user, and determined that the defendant's use of the pictures involved without permission constituted an act of copyright. This judgment was of great significance to the issue of AIGC's copyright recognition and contributed China wisdom and solutions to global issues. - The verdict sparked a discussion of different views. Most scholars and practitioners who agreed with the court's views argued from different angles, such as holding that the tool theory believed that the AI was no different from the traditional tool, or based on the analogy between the category intention and the semantics intention. There were also doubts and objections, such as scholars who analyzed the ingenuity from the perspective of law and economics, or believed that the content generated by artificial intelligence was not the labor of human intelligence. 2. ** The case of the copyright and unfair competition dispute between the company and the technology company ** - In January 2020, the People's Court of Nanshan District, Guangdong Province, concluded the first trial. The Dreamwriter software independently developed by a company affiliated with the company was an intelligent writing assistant system. The main creative team of the company used the software to create articles. On August 20, 2018, they published a financial report on the website of the company, with the end of the article indicating that it was automatically written by the robot Dreamwriter. On the same day, Yingmou Technology published an article with exactly the same content on its operating website. - According to the company, the article involved was written and published by its main creative team using Dreamwriter software based on the collection and analysis of stock market financial articles. The copyright should belong to it. Yingmou Technology's behavior violated the right of information network communication and constituted unfair competition. The defendant did not express his opinion on the defense. The first-instance judgment of the case came into effect, and it was determined that the article generated by artificial intelligence constituted a work. This was the first related case in the country. ** 2. International situation (Germany as an example)** - In Germany, legal issues regarding the use of Generative Artificial Intelligence (GAI) received much attention. German law and international law lacked clear provisions on the legitimacy of the deployment and specific use of artificial intelligence, but according to the general principles of existing law, certain obligations of users could be established. The use of artificial intelligence could cause contractual or non-contractual obligations. However, due to technological uncertainty, the development of the user's specific duty of care was still in its infancy. The law needed to clarify the additional explanation obligation related to the information obligation of the artificial intelligence supplier, and weigh the interests of all parties to determine the specific duty of care of the user. "A Short History of the Future: Legends of the Intelligent Era" was equally exciting. Everyone was welcome to click and read it!
Ministry of Education Releases Artificial Intelligence Case
The Ministry of Education announced the first batch of 18 typical cases of "artificial intelligence + higher education" application scenarios, which were selected through the application of universities and expert argumentation. They covered English, physics, programming and other disciplines, as well as traditional culture, smart laboratories and other quality education contents. They also involved smart education practices such as smart teaching systems and academic early warning. These cases came from 18 universities, including Peking University, Tsinghua University, and Beijing University of Post and Television. In addition, the Department of Higher Education of the Ministry of Education also announced the second batch of 32 typical cases of "artificial intelligence + higher education" application scenarios. " A Short History of the Future: Legends of the Intelligent Era " was equally exciting. Everyone was welcome to click and read it!
The first case of artificial intelligence generating works
The Beijing Internet Court's first-instance judgment on the copyright violation dispute of artificial intelligence-generated pictures (AI painting pictures) was considered to be the first copyright case in the field of AI generated pictures. In this case, the Plaintiff Li Mou used AI to generate the pictures involved in the case and posted them on the Little Red Book platform. The Defendant was a blogger of Baijia. The pictures attached to the article used the pictures generated by the Plaintiff's AI, so the Plaintiff sued. The Beijing Internet Court held that the pictures generated by artificial intelligence (AI painting pictures) involved in the case had the element of "ingenuity", reflecting the original intellectual investment of people, and should be recognized as works and protected by copyright law. It was reflected in the following aspects: 1. ** Identification of intellectual achievement **: From the time the Plaintiff conceived the picture involved to the time when the picture involved was finally selected, the Plaintiff had made a certain amount of intellectual investment in the whole process, such as designing the presentation method of the character, choosing the prompt words, arranging the order of the prompt words, setting the relevant parameters, choosing which picture meets the expectations, etc. The picture involved reflected the Plaintiff's intellectual investment, so it met the requirements of "intellectual achievement". 2. ** Determination of "Originality"**: The Plaintiff designed the characters and their presentation methods and other picture elements through prompt words, and set the layout and composition of the picture through parameters, reflecting the Plaintiff's choice and arrangement; Moreover, after the Plaintiff obtained the first picture by entering the prompt words and setting the relevant parameters, he continued to add the prompt words, modify the parameters, and constantly adjust and correct them. Finally, he obtained the picture involved. This adjustment and correction process also reflected the aesthetic choice and personality judgment of the Plaintiff. The picture involved was not a "mechanical intellectual achievement". In the absence of contrary evidence, it could be concluded that the picture involved was completed by the Plaintiff independently, reflecting the Plaintiff's personal expression. In summary, The picture involved in the case had the element of "ingenuity". 3. ** Identification of the work **: When people use artificial intelligence models to generate images, they are still using tools to create. In other words, the person who invested intelligence in the entire creation process is the person, not the artificial intelligence model. The core purpose of the copyright system was to encourage creativity. As long as an artificial intelligence-generated image could reflect the original intellectual investment of a person, it should be recognized as a work and protected by copyright law. 4. ** Identification of art works **: The picture involved is an aesthetic graphic art work composed of lines and colors. It is classified as an art work. At the same time, when the picture involved can be classified as a specific type of work, there is no need to apply the protection of the "other works clause". It does not belong to "other intellectual achievements that conform to the characteristics of the work". 5. ** Determination of copyright **: The Plaintiff is the person who directly sets up the artificial intelligence model involved according to the needs and finally chooses the pictures involved. The pictures involved are directly generated based on the intellectual input of the Plaintiff and reflect the personal expression of the Plaintiff. Therefore, the Plaintiff is the author of the pictures involved and enjoys the copyright of the pictures involved. "A Short History of the Future: Legends of the Intelligent Era" was equally exciting. Everyone was welcome to click and read it!
AI artificial intelligence artificial intelligence
Artificial intelligence (AI) is a broad term used to describe applications that perform complex tasks that used to require human input. It includes subfields such as machine learning and deep learning. Machine learning focuses on building systems that can learn or improve performance based on the data they use. The goal of artificial intelligence is to create a self-learning system that can solve problems like humans. Artificial intelligence could be applied to various fields, such as online communication with customers, chess, image recognition, and so on. It also streamlines business processes, improves the customer experience, and speeds up innovation. The development of artificial intelligence had gone through many stages, from general-purpose computing devices to logical reasoning expert systems, to deep learning computing systems and large model computing systems. The current level of artificial intelligence is called narrow artificial intelligence (ANI). It performs well on specific tasks, but it cannot learn new skills or understand the world in depth. Super Artificial Intelligence (ASI) was a postulated future state with intelligence surpassing human intelligence. At present, artificial intelligence surpassed humans in some tasks, but still lagged behind in other tasks. The industry played a leading role in the cutting-edge research of artificial intelligence, and the cost of training cutting-edge models was getting higher and higher. In the future, the development of artificial intelligence might bring more breakthroughs and applications.
artificial intelligence
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Artificial Intelligence
The following are some papers on artificial intelligence: - **wide_deep model paper **: It helps to understand the relationship between deep and shallow layers in fully connected networks. The wide model is a shallow model, which can highly fit training samples but has poor generalization ability. The deep model is a deep model, which has good generalization but poor fitting ability. The two shared the loss value of back-transmission through joint training methods to train the comprehensive advantages. Link to thesis: <strong></strong></strong> arxiv.org/pdf/1606.07792.pdf - **Adam related paper **:"Adam: A Method for Stochastic-optimization", which helps to understand the widely used principle of Adam. Paper link: <anno data-annotation-id ="33333f04 - 4c66 - 4c60 - 9999 - 9c111999999"></anno></anno> arxiv.org/pdf/1412.6980v8.pdf - ** Target Drop Out Model Thesis **: This model no longer randomly drops nodes in proportion like ordinary dropouts. Instead, it drops nodes according to the importance of the weight of the neurons. The effect is better. Link to thesis: <strong></strong></strong> openreview.net/pdf? id=HkghWScuoQ - **Xception model thesis **: Xception: Deep Learning with Depthwise Separable Consequences. Its technology has become part of the AI development knowledge system and is of great significance in the field of image classification. The thesis website is at: <anno data-annotation-id ="333333f-b7f6 - 4110 - 4220 - 925b6f5128"></anno>arxiv.org/abs/1610.02357 - ** Residue structure thesis **:"Deep ResidualLearning for Image Recognition". The residual structure had a far-reaching impact on AI technology. It could make the network reach hundreds of layers deep and was used by many models. Author's thesis: <strong></strong> arxiv.org/abs/1512.03385 - ** Hole Consecutive Thesis **:"Multi-scale context aggravation by diluted convolutions". You can view the exponential relationship between the perceptual field and the number of layers of the hollow convolutions. Author's thesis: <strong></strong> arxiv.org/abs/1511.07122v3 - **DenseNet thesis **:"Densely Coupled Chaotic Network". The DenseNet model has a unique effect. Link to thesis: <strong></strong></strong> arxiv.org/abs/1608.06993 - **GloVe(2014) paper **:"Glove: Global Vectors for Word Representative." This is a word embedding model based on reducing the dimensions of the word co-occurrence matrix. It can be extended to large-scale text corpuses using the implicit representation method, which helps to understand the basic knowledge of word embedding and its importance. Link to thesis: <strong></strong> www.aclweb.org/anthology/D14 - **Adaboost(1997) paper **: The Adaboost algorithm proposed by Freund and Schapire is a meta-inspired learning algorithm that can apply a "weak" model to a "strong" classification, but it is easy to overfit. Link to the thesis: """"""""& "A Short History of the Future: Legends of the Intelligent Era" was equally exciting. Everyone was welcome to click and read it!