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YouTube Reveals New Details About its Algorithm

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youtube reveals new details about its algorithm via mattgsouthern

New information about how various factors influence YouTube’s video recommendation algorithm is revealed by members of the team responsible for working on it.

Having only been implemented in 2016, we still have a rudimentary of how YouTube’s machine learning algorithm works.

We know video recommendations are influenced by factors such as clicks, watch time, likes/dislikes, comments, freshness, and upload frequency.

We do not know, for example, whether external traffic has any impact on video recommendations.

It’s also not known whether underperforming videos will affect the likelihood of future videos being recommended.

The impact of other potentially negative factors, such as inactive subscribers or too-frequent uploads, is not known either.

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Those are the factors YouTube’s team discusses in a new Q&A video about the recommendation algorithm. Here is a summary of all questions and answers.

Underperforming Videos

If one of my videos under-performs, is that going to hurt my channel? Could a few poor videos pull down better videos in the future?

YouTube doesn’t make assessments about a channel as a whole based on the performance of a few videos.

YouTube only cares about how people are responding to a given video when deciding whether to recommend it to others.

The recommendation algorithm is always going to be “following the audience.”

If a video is attracting an audience then it will show up in users’ recommendations regardless of how the channel’s previous videos performed.

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Channels shouldn’t be concerned about some kind of algorithmic demotion based on a dip in viewership.

It’s normal for the performance of videos to fluctuate in terms of views and other metrics. So YouTube is careful not to have all of its recommendations driven by those metrics.

Too Many Uploads Per Day

Is there a point at which the number of videos per day/week on each channel is so high that the algorithm is overwhelmed and videos slip through?

There is no limit to how many videos can be recommended to a given viewer from a channel in a single day.

Channels can upload as much as they want. How many views each video receives comes down to viewer preferences.

YouTube’s recommendation system will continue to recommend videos as long as viewers continue to watch them.

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If a channel is uploading more videos than usual, and each video is getting progressively fewer views, that may be a sign the audience is getting burned out.

While there is no limit to how many videos YouTube will recommend from a channel in a single day, there is a limit to how many notifications will be sent out.

YouTube only allows 3 notifications per channel in a 24 hour period.

Inactive Subscribers

My channel has been around for quite a few years and I think I may have lots of inactive subscribers. Should I create a new channel and then re-upload the videos in order to appear more acceptable to the algorithm?

Inactive subscribers is not a factor impacting YouTube’s recommendation algorithm.

This goes back to the first question where YouTube says it is algorithm follows the audience.

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A channel with inactive subscribers can still get its next video shown in the recommendations section if it attracts an audience.

Creating a new channel and re-uploading the same videos will not help with getting those videos shown to more people.

YouTube remembers viewer preferences, so there’s little chance of reaching those inactive subscribers with a new channel.

Creators should only start a new channel if they decide to go in a different direction with their content.

External Traffic

How important is external traffic?

External traffic is definitely a factor that influences YouTube’s recommendation algorithm.

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However, its influence only extends so far.

External traffic can help get a video shown in the recommendations section. But once it’s there it has to perform well with viewers.

Long term success of a video depends on how people respond after clicking on it in their recommendations.

I’m getting lots of traffic from external websites which is causing my click-through-rates and average view durations to drop, is this going to hurt my video’s performance?

YouTube says it’s not a problem if average view duration drops when a video receives a significant amount of external traffic.

Apparently it’s common for this to happen, and it has no impact on a video’s long-term success.

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Again, YouTube’s algorithm cares more about viewers engage with a video after clicking on it in their recommendations.

The algorithm is not concerned with what viewers do after clicking on a video from an external website or app.

To hear any of these points explained in more detail, see the full video below:

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FACEBOOK

Facebook Faces Yet Another Outage: Platform Encounters Technical Issues Again

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Facebook Problem Again

Uppdated: It seems that today’s issues with Facebook haven’t affected as many users as the last time. A smaller group of people appears to be impacted this time around, which is a relief compared to the larger incident before. Nevertheless, it’s still frustrating for those affected, and hopefully, the issues will be resolved soon by the Facebook team.

Facebook had another problem today (March 20, 2024). According to Downdetector, a website that shows when other websites are not working, many people had trouble using Facebook.

This isn’t the first time Facebook has had issues. Just a little while ago, there was another problem that stopped people from using the site. Today, when people tried to use Facebook, it didn’t work like it should. People couldn’t see their friends’ posts, and sometimes the website wouldn’t even load.

Downdetector, which watches out for problems on websites, showed that lots of people were having trouble with Facebook. People from all over the world said they couldn’t use the site, and they were not happy about it.

When websites like Facebook have problems, it affects a lot of people. It’s not just about not being able to see posts or chat with friends. It can also impact businesses that use Facebook to reach customers.

Since Facebook owns Messenger and Instagram, the problems with Facebook also meant that people had trouble using these apps. It made the situation even more frustrating for many users, who rely on these apps to stay connected with others.

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During this recent problem, one thing is obvious: the internet is always changing, and even big websites like Facebook can have problems. While people wait for Facebook to fix the issue, it shows us how easily things online can go wrong. It’s a good reminder that we should have backup plans for staying connected online, just in case something like this happens again.

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We asked ChatGPT what will be Google (GOOG) stock price for 2030

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We asked ChatGPT what will be Google (GOOG) stock price for 2030

Investors who have invested in Alphabet Inc. (NASDAQ: GOOG) stock have reaped significant benefits from the company’s robust financial performance over the last five years. Google’s dominance in the online advertising market has been a key driver of the company’s consistent revenue growth and impressive profit margins.

In addition, Google has expanded its operations into related fields such as cloud computing and artificial intelligence. These areas show great promise as future growth drivers, making them increasingly attractive to investors. Notably, Alphabet’s stock price has been rising due to investor interest in the company’s recent initiatives in the fast-developing field of artificial intelligence (AI), adding generative AI features to Gmail and Google Docs.

However, when it comes to predicting the future pricing of a corporation like Google, there are many factors to consider. With this in mind, Finbold turned to the artificial intelligence tool ChatGPT to suggest a likely pricing range for GOOG stock by 2030. Although the tool was unable to give a definitive price range, it did note the following:

“Over the long term, Google has a track record of strong financial performance and has shown an ability to adapt to changing market conditions. As such, it’s reasonable to expect that Google’s stock price may continue to appreciate over time.”

GOOG stock price prediction

While attempting to estimate the price range of future transactions, it is essential to consider a variety of measures in addition to the AI chat tool, which includes deep learning algorithms and stock market experts.

Finbold collected forecasts provided by CoinPriceForecast, a finance prediction tool that utilizes machine self-learning technology, to anticipate Google stock price by the end of 2030 to compare with ChatGPT’s projection.

According to the most recent long-term estimate, which Finbold obtained on March 20, the price of Google will rise beyond $200 in 2030 and touch $247 by the end of the year, which would indicate a 141% gain from today to the end of the year.

2030 GOOG price prediction: Source: CoinPriceForecast

Google has been assigned a recommendation of ‘strong buy’ by the majority of analysts working on Wall Street for a more near-term time frame. Significantly, 36 analysts of the 48 have recommended a “strong buy,” while seven people have advocated a “buy.” The remaining five analysts had given a ‘hold’ rating.

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1679313229 737 We asked ChatGPT what will be Google GOOG stock price
Wall Street GOOG 12-month price prediction: Source: TradingView

The average price projection for Alphabet stock over the last three months has been $125.32; this objective represents a 22.31% upside from its current price. It’s interesting to note that the maximum price forecast for the next year is $160, representing a gain of 56.16% from the stock’s current price of $102.46.

While the outlook for Google stock may be positive, it’s important to keep in mind that some potential challenges and risks could impact its performance, including competition from ChatGPT itself, which could affect Google’s price.


Disclaimer: The content on this site should not be considered investment advice. Investing is speculative. When investing, your capital is at risk.

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This Apple Watch app brings ChatGPT to your wrist — here’s why you want it

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Apple Watch Series 8

ChatGPT feels like it is everywhere at the moment; the AI-powered tool is rapidly starting to feel like internet connected home devices where you are left wondering if your flower pot really needed Bluetooth. However, after hearing about a new Apple Watch app that brings ChatGPT to your favorite wrist computer, I’m actually convinced this one is worth checking out.

The new app is called watchGPT and as I tipped off already, it gives you access to ChatGPT from your Apple Watch. Now the $10,000 question (or more accurately the $3.99 question, as that is the one-time cost of the app) is why having ChatGPT on your wrist is remotely necessary, so let’s dive into what exactly the app can do.

What can watchGPT do?

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