Craig Federighi Explains How Scribble Feature in iPadOS 14 Was Developed

Scribble is one of the most notable new features in iPadOS 14, and in a new interview with Popular Mechanics, Apple SVP of software engineering Craig Federighi has revealed more details about how it was developed and how it works on iPad.

apple ipados 14 scribble 062220 inline
With Scribble in iPadOS 14, you can use an ‌Apple Pencil‌ to write in any text field, and the written text is then converted to typed text. The feature means you can use the ‌‌Apple Pencil‌‌ without having to swap over to a keyboard when you need to compose an email, write a Calendar event, visit a URL, send an iMessage, or conduct a search.

Federighi explained to Popular Mechanics how Scribble's early development relied on extensive data gathering involving analyzing how people from all over the world write things down.

"When it comes to understanding [handwriting] strokes, we do data-gathering. We find people all over the world, and have them write things," says Craig Federighi, senior vice president of software engineering at Apple. "We give them a Pencil, and we have them write fast, we have them write slow, write at a tilt. All of this variation."

That methodology is distinct from the comparatively simple approach of scanning and analyzing existing handwriting. Federighi says that for Apple's tech, static examples weren't enough. They needed to see the strokes that formed each letter. "If you understand the strokes and how the strokes went down, that can be used to disambiguate what was being written."

The job of integrating stroke-based recognition with character and word prediction is all done on-device, something that machine learning and raw processing power makes possible, explained Apple's software chief.

"It's gotta be happening in real time, right now, on the device that you're holding," Federighi says. "Which means that the computational power of the device has to be such that it can do that level of processing locally."


Thanks to Scribble and iPadOS 14, an ‌iPad‌‌ can be used almost entirely with touch and tools, and there's little need to type. If you're someone who prefers writing by hand, ‌Scribble‌ introduces tools that only enhance the experience. Check out the hands-on video above to see Scribble in action.

Related Forums: iOS 14, iPad Accessories

Popular Stories

iPhone 17 Pro Dark Blue and Orange

iPhone 17 Release Date, Pre-Orders, and What to Expect

Thursday August 28, 2025 4:08 am PDT by
An iPhone 17 announcement is a dead cert for September 2025 – Apple has already sent out invites for an "Awe dropping" event on Tuesday, September 9 at the Apple Park campus in Cupertino, California. The timing follows Apple's trend of introducing new iPhone models annually in the fall. At the event, Apple is expected to unveil its new-generation iPhone 17, an all-new ultra-thin iPhone 17...
iPhone 17 Pro Iridescent Feature 2

iPhone 17 Pro Clear Case Leak Reveals Three Key Changes

Sunday August 31, 2025 1:26 pm PDT by
Apple is expected to unveil the iPhone 17 series on Tuesday, September 9, and last-minute rumors about the devices continue to surface. The latest info comes from a leaker known as Majin Bu, who has shared alleged images of Apple's Clear Case for the iPhone 17 Pro and Pro Max, or at least replicas. Image Credit: @MajinBuOfficial The images show three alleged changes compared to Apple's iP...
xiaomi apple ad india

Apple and Samsung Push Back Against Xiaomi's Bold India Ads

Friday August 29, 2025 4:54 am PDT by
Apple and Samsung have reportedly issued cease-and-desist notices to Xiaomi in India for an ad campaign that directly compares the rivals' devices to Xiaomi's products. The two companies have threatened the Chinese vendor with legal action, calling the ads "disparaging." Ads have appeared in local print media and on social media that take pot shots at the competitors' premium offerings. One...
iphone 16 pro ghost hand

iPhone 17 Pro: 5 Reasons Not to Upgrade This Year

Monday September 1, 2025 4:35 am PDT by
Apple will launch its new iPhone 17 series this month, and the iPhone 17 Pro models are expected to get a new design for the rear casing and the camera area. But more significant changes to the lineup are not expected until next year, when the iPhone 18 models arrive. If you're thinking of trading in your iPhone for this year's latest, consider the following features rumored to be coming to...
iOS 18 on iPhone Arrow Down

Apple Preparing iOS 18.7 for iPhones as iOS 26 Release Date Nears

Sunday August 31, 2025 4:35 pm PDT by
Apple is preparing to release iOS 18.7 for compatible iPhone models, according to evidence of the update in the MacRumors visitor logs. We expect iOS 18.7 to be released in September, alongside iOS 26. The update will likely include fixes for security vulnerabilities, but little else. iOS 18.7 will be one of the final updates ever released for the iPhone XS, iPhone XS Max, and iPhone XR,...

Top Rated Comments

Abazigal Avatar
64 months ago

Everyday, thousands of MacBook screens are touched and people are bewildered that nothing happens. Touchscreens have been standard for over a decade now - it’s bizarre that there are computers costing thousands of dollars that don’t have touchscreens.

The fact that it’d be used so little didn’t stop Apple from including the touchbar - why on earth haven’t they made their products “Just Work” by including a touchscreen yet?

Seriously - have any kid who hasn’t used a Mac before use a MacBook for a few hours. I guarantee they’ll touch the screen at least once and consider it broken when nothing happens. Literally every phone, tablet, and non-Apple-or-budget laptop has a touchscreen - it’s just a given that a MacBook should, too.
I have read and reread your rationale as to why Macs ought to have touchscreens and it seems like your argument boils down to "just because".

And honestly speaking, I haven't exactly seen touchscreen PCs take the world by storm either. Yes, they are there, and I suppose having a feature you hardly use is better than not having it, but it feels like this is there purely to tick off a checkbox, not so much because it legitimately improves the end user experience.
Score: 13 Votes (Like | Disagree)
chucker23n1 Avatar
64 months ago

inb4 people say "steve jobs rolling in his grave" and bringing up the stylus quote...
The stylus quote was clearly a shorthand of "who wants to rely on a stylus exclusively to interact with the UI, when you already have ten fingers?". Using a stylus to write handwritten text or draw something is quite different from that.
Score: 11 Votes (Like | Disagree)
bob122989 Avatar
64 months ago
Newton technology all the way. I’ve been surprised they haven’t had it on iPhone and iPad since day one.
Score: 11 Votes (Like | Disagree)
Harvey Zoltan Avatar
64 months ago
I would not be surprised if it's Apple Pencil support and not touch support that comes to the AS Macs.
Score: 7 Votes (Like | Disagree)
ArtOfWarfare Avatar
64 months ago

You may well be right but many tech commentators seem to be convinced that touch screen Macs are coming. Hopefully not too much longer before we know for sure.
Everyday, thousands of MacBook screens are touched and people are bewildered that nothing happens. Touchscreens have been standard for over a decade now - it’s bizarre that there are computers costing thousands of dollars that don’t have touchscreens.

The fact that it’d be used so little didn’t stop Apple from including the touchbar - why on earth haven’t they made their products “Just Work” by including a touchscreen yet?

Seriously - have any kid who hasn’t used a Mac before use a MacBook for a few hours. I guarantee they’ll touch the screen at least once and consider it broken when nothing happens. Literally every phone, tablet, and non-Apple-or-budget laptop has a touchscreen - it’s just a given that a MacBook should, too.
Score: 6 Votes (Like | Disagree)
ouimetnick Avatar
64 months ago
It’s amazing how much more there is to this than just meets the eye. I generally don’t think about on device processing and learning. I’ve been using Scribble since iPadOS 14 came out and it’s really useful for converting notes into text.
Score: 6 Votes (Like | Disagree)