YouTube's artificial intelligence is proving to be unreliable. This is a serious concern as the algorithm can misunderstand software rights and gun laws and has shown a right-leaning bias. It also has been proven to make recommendations less useful for users who do not speak English fluently. YouTube's algorithms are not getting the attention they merit.
YouTube's artificial intelligent problems
YouTube's first quarter of 2019 was focused on AI/machine-learning. 75% removed harmful content from YouTube automatically - often before the video was viewed. YouTube deleted 11.4 million videos in the second quarter of 2020 Community Guidelines Enforcement Report. Researchers manually flagged 10%. Unfortunately, AI isn't yet capable of stopping all bad content. Its algorithms remain biased and are unable detect content from human reviews or censorship.
YouTube's algorithm also has problems. YouTube has publicly admitted to these issues and is currently working to address them. To improve its recommendation algorithms, YouTube uses an AI algorithm that measures how long viewers spend watching videos. It also uses user history to predict whether users will like a specific video. This is known as weighted logistic regression. This is because videos with high ratings are given more weight than videos with lower ratings.
YouTube's artificial intellect can be improved
YouTube's AI uses randomness for ranking. This allows users to find many different topics. YouTube's AI has another useful feature: it allows users flag content that does not comply with their platform rules. According to YouTube's Community Guidelines Enforcement Report for the second quarter of 2021, nearly nine million videos were automatically flagged for removal. This is a great improvement for the company, but there are ways to improve the technology.
The YouTube platform is a leading source of entertainment, with billions of users and more than 30 million Premium subscribers. It also uses artificial intelligence to streamline its operations and provide more relevant content to its users. Its AI can also predict which videos are most likely to go viral, and it can analyze the quality of uploaded content. YouTube's AI makes its business model more efficient and lucrative. YouTube is working to improve its artificial Intelligence.
How to improve your machine learning
One way to improve YouTube's machine learning capabilities is to implement the "Up Next" feature. This feature uses artificial intelligence to help users find new videos they may enjoy. YouTube's data is constantly changing. YouTube uploads new videos every minute. AI must be capable of handling this fresh data while still offering personalized suggestions. This is not an easy task. But it is one worth trying.
Researchers at Google have proposed a solution to this issue. They suggest tweaking YouTube's algorithm for reducing bias. This means that videos near the top of the sidebar would be given less weight, while videos deep in the rankings would receive more weight. YouTube was used to test the changes. They found that their changes increased user engagement. YouTube is working on machine learning improvements.
FAQ
Are there any risks associated with AI?
Yes. There will always be. AI could pose a serious threat to society in general, according experts. Others argue that AI has many benefits and is essential to improving quality of human life.
AI's potential misuse is the biggest concern. It could have dangerous consequences if AI becomes too powerful. This includes autonomous weapons, robot overlords, and other AI-powered devices.
AI could also take over jobs. Many fear that robots could replace the workforce. Some people believe artificial intelligence could allow workers to be more focused on their jobs.
For example, some economists predict that automation may increase productivity while decreasing unemployment.
What can AI do for you?
AI serves two primary purposes.
* Prediction - AI systems are capable of predicting future events. AI can be used to help self-driving cars identify red traffic lights and slow down when they reach them.
* Decision making - Artificial intelligence systems can take decisions for us. For example, your phone can recognize faces and suggest friends call.
How does AI impact work?
It will transform the way that we work. It will allow us to automate repetitive tasks and allow employees to concentrate on higher-value activities.
It will improve customer services and enable businesses to deliver better products.
It will allow us to predict future trends and opportunities.
It will help organizations gain a competitive edge against their competitors.
Companies that fail AI adoption will be left behind.
Statistics
- In the first half of 2017, the company discovered and banned 300,000 terrorist-linked accounts, 95 percent of which were found by non-human, artificially intelligent machines. (builtin.com)
- By using BrainBox AI, commercial buildings can reduce total energy costs by 25% and improves occupant comfort by 60%. (analyticsinsight.net)
- The company's AI team trained an image recognition model to 85 percent accuracy using billions of public Instagram photos tagged with hashtags. (builtin.com)
- According to the company's website, more than 800 financial firms use AlphaSense, including some Fortune 500 corporations. (builtin.com)
- While all of it is still what seems like a far way off, the future of this technology presents a Catch-22, able to solve the world's problems and likely to power all the A.I. systems on earth, but also incredibly dangerous in the wrong hands. (forbes.com)
External Links
How To
How to make an AI program simple
To build a simple AI program, you'll need to know how to code. There are many programming languages out there, but Python is the most popular. You can also find free online resources such as YouTube videos or courses.
Here's a brief tutorial on how you can set up a simple project called "Hello World".
First, open a new document. On Windows, you can press Ctrl+N and on Macs Command+N to open a new file.
Type hello world in the box. Enter to save the file.
Now press F5 for the program to start.
The program should display Hello World!
This is just the beginning, though. If you want to make a more advanced program, check out these tutorials.