YouTube's artificial intelligence is becoming unreliable. This is a major concern, as the algorithm has been able to misunderstand software rights and gun rights, and it has demonstrated a right-leaning political bias. It also makes recommendations less helpful for non-native English speakers. YouTube's algorithmic effects on global inequality have not been given the attention that it deserves.
YouTube's artificial intelligence has problems
YouTube focused heavily upon AI and machine learning during the first quarter of 2019. YouTube removed 75% of harmful material automatically, often before the video was even viewed. According to the second quarter 2020 Community Guidelines Enforcement Report YouTube has removed 11.4 million videos. Researchers manually flagged 10% of them. However, the AI is still far from being able stop all inappropriate content. Its algorithms are still biased and cannot detect content from human review, censorship or other sources.
YouTube's algorithm also has its own problems, and it has publicly admitted to working to resolve them. In order to improve its recommendations, the company's AI algorithm measures the time viewers spend watching videos. It also uses user data to predict whether or not users will like a given video. This is known as weighted logistics regression. This is because videos with high ratings are given more weight than videos with lower ratings.
YouTube's artificial Intelligence: What can you do?
YouTube's AI uses a randomness mechanism to determine ranking, which ensures that users discover a variety of topics. Another useful feature of YouTube's AI is the ability to flag content that violates their platform rules. According to YouTube's Community Guidelines Enforcement Report, almost nine million videos were flagged as inappropriate for removal in the second quarter 2021. This is a huge improvement for YouTube, but there are still many ways to improve the technology.
YouTube is the most popular entertainment platform, with more than 30,000,000 Premium subscribers and billions of users. It also makes use of artificial intelligence to simplify its operations and offer more relevant content for 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 can make its business model more efficient, and even more profitable. YouTube is working to improve its artificial Intelligence.
Improve your machine learning
YouTube's machine learning capabilities can be improved by using the "Up Next feature." This feature uses artificial Intelligence to help users discover new videos they might like. YouTube's database changes often, as new videos are uploaded each minute. The AI needs to be able to handle this new, fresh data, while still delivering personalized suggestions. This is not an easy task but it's something worth trying.
Google researchers 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. YouTube was used to test the changes. The researchers found that the changes had an effect on user engagement. YouTube is currently working to improve its machine learning capabilities.
FAQ
How do you think AI will affect your job?
AI will eliminate certain jobs. This includes drivers, taxi drivers as well as cashiers and workers in fast food restaurants.
AI will bring new jobs. This includes positions such as data scientists, project managers and product designers, as well as marketing specialists.
AI will make existing jobs much easier. This applies to accountants, lawyers and doctors as well as teachers, nurses, engineers, and teachers.
AI will make existing jobs more efficient. This includes jobs like salespeople, customer support representatives, and call center, agents.
AI: Good or bad?
AI is seen in both a positive and a negative light. On the positive side, it allows us to do things faster than ever before. There is no need to spend hours creating programs to do things like spreadsheets and word processing. Instead, we ask our computers for these functions.
On the other side, many fear that AI could eventually replace humans. Many believe that robots will eventually become smarter than their creators. This means that they may start taking over jobs.
Who invented AI?
Alan Turing
Turing was created in 1912. His father, a clergyman, was his mother, a nurse. After being rejected by Cambridge University, he was a brilliant student of mathematics. However, he became depressed. He discovered chess and won several tournaments. After World War II, he was employed at Bletchley Park in Britain, where he cracked German codes.
He died in 1954.
John McCarthy
McCarthy was born in 1928. He was a Princeton University mathematician before joining MIT. He created the LISP programming system. In 1957, he had established the foundations of modern AI.
He died on November 11, 2011.
Statistics
- Additionally, keeping in mind the current crisis, the AI is designed in a manner where it reduces the carbon footprint by 20-40%. (analyticsinsight.net)
- In 2019, AI adoption among large companies increased by 47% compared to 2018, according to the latest Artificial IntelligenceIndex report. (marsner.com)
- 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)
- More than 70 percent of users claim they book trips on their phones, review travel tips, and research local landmarks and restaurants. (builtin.com)
- 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)
External Links
How To
How to set Cortana for daily briefing
Cortana, a digital assistant for Windows 10, is available. It helps users quickly find answers, keep them updated, and help them get the most out of their devices.
The goal of setting up a daily briefing is to make your personal life easier by providing you with useful information at any given moment. 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 will open 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 enabled the daily summary feature, here are some tips to personalize it.
1. Open Cortana.
2. Scroll down to the section "My Day".
3. Click the arrow beside "Customize My Day".
4. Choose which type you would prefer to receive each and every day.
5. Change the frequency of the updates.
6. You can add or remove items from your list.
7. Save the changes.
8. Close the app