YouTube's artificial intelligent is not reliable. This is a concern because the algorithm can misunderstand gun rights and software rights. It also has a right-leaning political bias. It can also cause recommendations to be worse for users not fluent in English. YouTube's algorithmic impact on global inequalities is not being given the attention it merits.
YouTube's artificial intelligence has problems
YouTube's first quarter 2019 focused on AI and machine-learning and removed 75% harmful content automatically. This was often before the video had even been viewed. According to the second quarter of 2020 Community Guidelines Enforcement Report, YouTube removed 11.4 million videos - with ten percent of those being manually flagged by researchers. The AI is still not able to stop all bad content. The AI's algorithms are still biased, and they are unable to detect content that has been subject to human review or censorship.
YouTube's algorithm also has its own problems, and it has publicly admitted to working to resolve them. To improve its recommendations, YouTube's AI algorithm measures time viewers spend viewing videos. It also uses user data to predict whether or not users will like a given video. This is called weighted logistic regression. Problem is, this method assigns more weight to videos with high ratings that to videos with lower ratings.
YouTube's artificial intellect can be improved
YouTube's AI uses a randomness mechanism to determine ranking, which ensures that users discover a variety of topics. YouTube's AI can flag content that violates platform rules. Nearly nine million videos were flagged by YouTube for removal according to the Community Guidelines Enforcement Report for quarter two of 2021. This is a huge improvement for YouTube, but there are still many 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 uses artificial intelligence to improve its operations and deliver 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 business model has become more profitable and efficient with this type of AI. YouTube is striving to make its artificial intelligence even better.
Machine learning: How can you improve it?
YouTube's "Up Next” feature can be used to enhance its machine-learning capabilities. This feature uses artificial intelligence (AI) to help users find new videos that they might enjoy. YouTube's video library is changing frequently. New videos are added every minute. The AI needs to be able to handle this new, fresh data, while still delivering personalized suggestions. It isn't an easy task to accomplish, but it is worth the effort.
Google researchers have suggested a solution. The researchers suggested tweaking YouTube’s algorithm to reduce bias. This means that videos in the top half of the sidebar will be given less weight while those further down in the rankings will receive more. The changes were evaluated on YouTube live by the researchers. The researchers found that the changes had an effect on user engagement. YouTube is actively working on improving its machine learning.
FAQ
Why is AI used?
Artificial intelligence (computer science) is the study of artificial behavior. It can be used in practical applications such a robotics, natural languages processing, game-playing, and other areas of computer science.
AI is also called machine learning. Machine learning is the study on how machines learn from their environment without any explicitly programmed rules.
AI is being used for two main reasons:
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To make our lives simpler.
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To be able to do things better than ourselves.
Self-driving cars is a good example. AI can do the driving for you. We no longer need to hire someone to drive us around.
What industries use AI the most?
Automotive is one of the first to adopt AI. BMW AG employs AI to diagnose problems with cars, Ford Motor Company uses AI develop self-driving automobiles, and General Motors utilizes AI to power autonomous vehicles.
Other AI industries are banking, insurance and healthcare.
What is the status of the AI industry?
The AI industry continues to grow at an unimaginable rate. Over 50 billion devices will be connected to the internet by 2020, according to estimates. This will mean that we will all have access to AI technology on our phones, tablets, and laptops.
Businesses will need to change to keep their competitive edge. If they don’t, they run the risk of losing customers and clients to companies who do.
You need to ask yourself, what business model would you use in order to capitalize on these opportunities? Would you create a platform where people could upload their data and connect it to other users? Perhaps you could also offer services such a voice recognition or image recognition.
Whatever you choose to do, be sure to think about how you can position yourself against your competition. Although you might not always win, if you are smart and continue to innovate, you could win big!
What are the advantages of AI?
Artificial Intelligence is a revolutionary technology that could forever change the way we live. It has already revolutionized industries such as finance and healthcare. It is expected to have profound consequences on every aspect of government services and education by 2025.
AI is already being used for solving problems in healthcare, transport, energy and security. The possibilities of AI are limitless as new applications become available.
What is the secret to its uniqueness? Well, for starters, it learns. Computers learn by themselves, unlike humans. Instead of learning, computers simply look at the world and then use those skills to solve problems.
AI stands out from traditional software because it can learn quickly. Computers are capable of reading millions upon millions of pages every second. They can quickly translate languages and recognize faces.
It doesn't even require humans to complete tasks, which makes AI much more efficient than humans. In fact, it can even outperform us in certain situations.
In 2017, researchers created a chatbot called Eugene Goostman. This bot tricked numerous people into thinking that it was Vladimir Putin.
This shows that AI can be extremely convincing. Another advantage of AI is its adaptability. It can be trained to perform different tasks quickly and efficiently.
This means businesses don't need large investments in expensive IT infrastructures or to hire large numbers.
Statistics
- According to the company's website, more than 800 financial firms use AlphaSense, including some Fortune 500 corporations. (builtin.com)
- That's as many of us that have been in that AI space would say, it's about 70 or 80 percent of the work. (finra.org)
- A 2021 Pew Research survey revealed that 37 percent of respondents who are more concerned than excited about AI had concerns including job loss, privacy, and AI's potential to “surpass human skills.” (builtin.com)
- By using BrainBox AI, commercial buildings can reduce total energy costs by 25% and improves occupant comfort by 60%. (analyticsinsight.net)
- 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 set Cortana up daily briefing
Cortana, a digital assistant for Windows 10, is available. It's designed to quickly help users find the answers they need, keep them informed and get work done on their devices.
A daily briefing can be set up to help you make your life easier and provide useful information at all times. You can expect news, weather, stock prices, stock quotes, traffic reports, reminders, among other information. You can decide what information you would like to receive and how often.
Win + I, then select Cortana to access Cortana. Select Daily briefings under "Settings", then scroll down until it appears as an option to enable/disable the daily briefing feature.
If you have already enabled the daily briefing feature, here's how to customize it:
1. Start the Cortana App.
2. Scroll down to the section "My Day".
3. Click the arrow beside "Customize My Day".
4. Choose the type information you wish to receive each morning.
5. Change the frequency of the updates.
6. Add or subtract items from your wish list.
7. Save the changes.
8. Close the app