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Bluebird Engine: Using artificial intelligence to combat fake news and Nutraceuticals HS code verificationharmful content Artificial intelligence is being applied in more and more fields, one of the important fields is the media industry. In recent years, the proliferation of fake news and harmful content on social media has become a common problem, which has a negative impact on social stability and people's health. In order to meet this challenge, Twitter launched an artificial intelligence project called Bluebird Engine, which aims to combat fake news and harmful content. Bluebird Engine is a solution based on artificial intelligence technology created by Twitter. Its main work is to identify and filter out fake news and harmful content on Twitter. In order to achieve this goal, the Bluebird engine relies on a large amount of data and algorithms. It adopts natural language.Processing technology analyzes and classifies the text in tweets to identify possible problems such as rumors, misleading content, violence, obscenity and hate speech. The Bluebird engine does not have real "intelligence", and its algorithm is based on rules and sample learning. In terms of rules, Bluebird Engine follows Twitter's community guidelines to filter inappropriate content. In terms of sample learning, the Bluebird engine relies on a large amount of batch training to input data into the deep learning algorithm model for learning to improve filtering accuracy and efficiency. The workflow of the Bluebird engine is as follows: First, tweets will initially filter some sensitive words, violence, pornography and hate speech through Twitter's filters. Then, the Bluebird engine will conduct in-depth analysis and classification of tweets that still have problems to identify possible fake news and harmful content.Finally, if the content is judged to be harmful, it will be rejected or marked as the problem content, and prompted to the user for confirmation. The launch of the Bluebird Engine Project marks a more positive shift in Twitter's attitude towards dealing with fake news and harmful content on social media. Both Twitter and other social media platforms face the challenge of dealing with harmful content. The media and social media play an important role in public information dissemination and ideological shaping, so it is of great significance for social media to launch a crackdown on fake news and harmful content. However, the Bluebird engine is not perfect. In identifying fake news and harmful content, there is still some controversy about the accuracy and bias of the Bluebird engine. Therefore, in the process of project development and implementation, algorithms and data need to be gradually improved and optimized to better serve society and users.In general, the Bluebird engine is a highly anticipated project that provides a more technological and intelligent solution for information dissemination and speech supervision on social media. In the information age, scientific and technological progress and applied innovation are very important for solving low-carbon environmental protection, ecological and social problems. The gradual maturity and promotion of the Bluebird engine provides an important idea and case for better use of artificial intelligence technology to combat harmful information and safeguard the public interests of society.

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