
There’s an age-old view when it comes to Apple and hot new tech: if the company hasn’t delivered what everyone in the industry is currently focused on, it must be late.
It’s rarely the truth.
Apple’s business is like the proverbial iceberg: we only see the tip of what the company does, while the vast majority of its research and development efforts loom below the surface. Just look at its finances in its last quarter: it spent $7.7 billion on R&D, which is more than half of all its operating expenses.
The latest technology to feature in this story is, of course, artificial intelligence. How can the company be competitive in this new booming market if it does not quickly release a chatbot or an image generator? (Never mind that he still hadn’t shipped his VR headset – that was the last market where the company was clearly behind.)
But, as is always the case with this particular canard, the truth is that Apple has done AI in its own way, and it’s not about chasing the market.
Get your learning on
One of the reasons Apple’s AI work is sometimes overlooked is simply a matter of terminology. While the company doesn’t often talk about “artificial intelligence,” it does spend a lot of time discussing “machine learning” (ML), which is a critical underpinning of many of Apple’s latest technologies.
Although machine learning is technically just a subset of artificial intelligence (and there is even some disagreement about it), the two terms are often used interchangeably, at least on a colloquial basis. . The large language models behind tools like ChatGPT, Google’s Bard, and Microsoft’s new Bing chatbot take advantage of machine learning technologies, as do image generators like DALL-E and Stable Diffusion. Broadly speaking, these are all technologies that involve algorithms that use data to learn and improve.
Apple’s investment in machine learning is clear: in 2018, the company hired Google’s head of artificial intelligence, John Giannandrea, as senior vice president of machine learning and AI strategy, reporting directly to Tim Cook. He also maintains a rare public site where he publishes much of his machine learning research and actively sponsors a PhD. scholarships, recruits interns and offers residencies. And he contributes to open source machine learning projects, for example by optimizing the Stable Diffusion software to run on his hardware.
IDF
The cores of machine learning
You might agree that Apple is interested in ML, but maybe you’ll double up to ask what he actually has product with all that investment.
Plenty. If you’re a fan of features like Live Text, the feature that lets you select any text from photos or videos, or the ability to search your Photos library for the word “dog” and see all the photos dogs you’ve taken, or the beta Live Captions feature that can caption any video or audio that’s playing from your device, you get Apple’s machine learning research.
The company has also created a comprehensive framework called CoreML to make it easy for developers to incorporate machine learning into their products, and if that’s not enough, remember that every processor Apple has made since 2017’s A11 Bionic has been equipped with a dedicated Neural Engine, optimized for running machine learning algorithms – in the most recent iteration, which includes 16 cores, it can perform 17 trillion operations per second, allowing , in typical Apple fashion, for machine learning models to run privately on your device instead of relying on a cloud service.
If Apple is spending money to dedicate a significant portion of its processors to machine learning, then it’s most definitely putting its money where its mouth is.

The Live Captions beta is an example of Apple’s research into machine learning.
Apple
The tip of the iceberg
Are there more opportunities for Apple to increase its machine learning footprint? Certainly. The offhand answer is that Siri’s often poor performance could be improved by the kind of AI you see in recent chatbots – however, given the truly bizarre nature of some of the conversations with Microsoft’s recent forayit seems likely that Apple won’t immediately jump into the deep (learning) end of the pool.
But the ability of these kinds of systems to retain context and communicate in more fluid, human-like ways has benefits that could and should carry over into Apple’s virtual assistant, even in more limited and controlled ways.
Similarly, the text-to-speech capabilities of Apple’s live captions and dictation systems could be improved if Apple made some of the same optimizations as with Stable Diffusion on the very impressive Whisper speech recognition framework.
Again, these aren’t as flashy as many of Apple’s competitors in the market, but neither is Apple. have to chase this feature the same way. Google and Microsoft, for example, use AI to compete in search, a market that Apple doesn’t really play in (although I wouldn’t mind Apple using some of the underlying technology to enhance its own device research capabilities).
Ultimately, Apple’s use of machine learning remains driven more by the idea of how it can improve what users do, rather than simply existing for its own good. And while it may not capture the imagination in the same way, it may ultimately have a greater impact on users’ lives. Which I think puts Apple ahead of the game, not behind.
Create a Facebook account 2022
Anyone can Create a new Facebook account. if you want Create a Facebook account
or configure it, see this guide. Here you will find step-by-step
instructions on how to set up a Facebook account in different ways, how
to get a Facebook page for your business.
Advantages of creating a Facebook account
It’s
no secret that Facebook is one of the biggest social media platforms
today, it is dominating the social media market where you can find all
your friends, relatives and colleagues, follow the content you want and
reach the celebrities who know you. . , in short, Facebook offers the
following features:
Meet new people on social media.
Share photos, videos and moments.
Find local events.
Perfect game collection to spend your free time.
Watch live and important videos.
Buying and selling from within the Facebook app.
Good notification system for all updates.
Create a new Facebook account without a phone number
naturally, How to create a Facebook account
Very simple, almost all users know, simple and not at all
complicated, but one of the requirements to create your personal
Facebook account is that you have a phone number to confirm it. account
when you create it, but to the delight of some users, you can Create Facebook account without a phone number easily through your android phone.
How to Create a New Facebook Account Without a Phone Number
Facebook
It is a social and business website for some users, but when you have a
personal Facebook account and you have some business and you want
customers to connect with you on Facebook, you should not provide your
personal account to protect privacy and not . frequently throughout the
day, so you will have to Create a Facebook account another to
receive your orders. And some people want another Facebook account just
to hang out with friends. Let’s learn together How to Create a Facebook Account Without a Phone Number in the next paragraph.
How to Create a New Facebook Account Without a Phone Number
necessary process Create a Facebook account
Not tied to a phone number You have an Android phone and it just needs
to be an Android phone. Then follow these steps to create an account on
your phone without the help of a laptop:
Access the Google Play Store.
Find Facebook Lite Facebook.
Then download and install the app on your phone.
Open the app and choose the language that suits you best.
Click Create New Account.
Then fill in your first and last name.
When you reach the phone number step, you will find the registration via email at the bottom of the screen.
Click to register via email.
Type your e-mail.
Then click next and wait for the activation code to be sent to your email.
Then add the activation code.
Fill in the registration information.
The second way to create a new Facebook account without a phone number
There are many ways To create a Facebook account
No need for a phone number to sign up for an account. One of the ways
is to use a number that is different from your personal number, like
using a fake number from the Internet, and you can find many
applications in the Google Play Store that provide this service, and it
is a service that creates Americans, for example, or numbers that Brits
must activate social media accounts like WhatsApp, Facebook, Instagram
and other social media sites. With these apps you can create an account
on any app and get a fake number with which you can easily create an
account on the Facebook social networking platform and associate the
fake phone number with that account.
imperfections Create a new Facebook account without a phone number
Activating a Facebook account with a fake number has disadvantages and
harms, mainly losing your account in an application that provides a
service to create fake numbers. You are from Facebook on your phone
number, in this case you cannot receive the code because you do not have
a dummy account. Or because Facebook has received many complaints
about your personal Facebook account and wants to verify the credibility
of the account holder by sending a code on your phone or on the number
you linked to the account, here in this case we are talking about fake
numbers.
Configure your Facebook profile
If you are new to this social networking platform then… Create a Facebook profile It can be stressful for you. So here are some tips to help you get started with Facebook:
Add
a Profile Photo – You should add your photo first so your friends and
acquaintances can easily identify you and send you friend requests.
ADD
SOME FRIENDS – Start looking for your friends and send them friend
requests, but make sure not to overdo it, as this can block your FB
account or get Facebook arrested.
Privacy settings – Create a new Facebook account
one thing and managing it is another; Understand your privacy settings
before posting too much personal information on Facebook. It’s
important to know how you share your personal information with others
and with the Facebook app so you don’t run into privacy issues.
Important
tip – If you are using a Facebook account on a public network, never
share your password with anyone. Also, do not enter the wrong password
multiple times as this will deactivate your Facebook account.
Are you having trouble logging into your Facebook account?
If you are unable to log in to your Facebook account, you can recover it by following these steps:
Try to recover your Facebook account
If you find that your password is invalid or missing, try resetting it.
If
you’re having problems with your email, username or phone number, try
logging into your account with an alternate email or phone number.
If
you signed up for a Facebook account via email, you’ll need to contact
your email service provider to access your Facebook account email to
sign in.
Reasons why Facebook account fails
You
will only see a message that your account is disabled when you try to
log in. If you don’t see this message, you have another problem logging
in. Your Facebook account can be disabled for many reasons. some
examples:
Posting content that doesn’t follow Facebook’s terms.
Using a fake name.
Personify someone.
Continue to engage in behavior that isn’t allowed on Facebook and that violates our Community Guidelines.
Contact others for promotional, advertising, abusive or harassing purposes.
How to create a new Facebook account
if you want it now Create a new Facebook account Using your phone number instead of your email address, you need to follow these steps:
Go to facebook.com and click Create New Account.
Enter your telephone number and other personal information requested in the “Registration” form; Click “Login” when finished.
Enter
the verification code you received on your mobile number and click
Continue. That’s all you need to do to set up a new Facebook account
with your phone number.
distance Create a Facebook account newYou
can manage your account settings and keep it private or open to the
public. For further use, just enter your email address/phone number and
password when creating your account to login your Facebook account.
How to Create a New Facebook Account on Your Computer
Here we will learn how to create a new Facebook gmail account on computer, and here are the necessary steps:
Click Create New Account.
After that, a window will appear where you need to enter:
Your first and middle name.
Your gmail (which we created earlier).
Account password.
After completing these steps, you have to click on Create a Facebook account.
After that, a window will appear asking you to confirm the email as follows:
All
you have to do is go to your email inbox and you will find a message
from Facebook, you have two options, click on the blue confirmation
option or copy the confirmation code and add it to the previous window.
Facebook account verification without number
After entering the code, click Confirm below.
so you did Create a new Facebook account on Gmail.
Create a Facebook account on your phone
When using your phone to create a new Facebook Gmail account, you must first Download the Facebook app from Google Play
If you are using a phone with limited specs, not enough storage space
or don’t want to consume your internet package quickly. Facebook Lite
is the right app. Now, let’s start explaining:
Open the Facebook app.
Click Create a new account and grant it to Facebook Permissions to complete account creation.
In the next window, click on the Next option to start creating a new email account on your phone.
Enter your name and tap Next, select your date of birth by month, day and year and tap Next again to go to the next step.
Select your gender and click Next.
In
the next step you will be asked to enter a phone number but we are
creating a new facebook gmail account without phone number or email so
you should choose email login option. Then enter your email and click
next.
After
that, you must enter your password, then a window will appear to
confirm the registration process, just click on the “Register” option.
In the Save Login Information window, you can save the information in an application Facebook So that you can access your account easily next time.
After that you will be ready Create a new Facebook account.