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Meta is pushing employees to use AI, and this doc shows how much

Meta CEO Mark Zuckerberg
Mark Zuckerberg is all in on AI.

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  • Meta has set goals for some employees on how much they should use AI.
  • They include targets for using AI code assistants, agents, and other tools.
  • Meta CEO Mark Zuckerberg has said he wants the company to be "AI-native."

Mark Zuckerberg wants Meta to be "AI-native." An internal document shows one way the company's CEO plans to get there.

The company has set goals for how much some employees should use AI tools for tasks such as coding.

Meta employees created a document to collect information about these goals from across different organizations, according to a copy seen by Business Insider. It includes goals set late last year and for 2026.

Tech companies are using various methods to motivate staff to use AI, such as tying AI use to performance reviews and gamifying AI use with competitive leaderboards.

The document states that Meta's creation org, which is responsible for building and maintaining core creative experiences, set a goal for the first half of 2026 that 65% of engineers are expected to write more than 75% of their committed code using AI. Committed code is code that has been saved and tracked in a project.

Meta's Scalable Machine Learning org, which focuses on AI models and infrastructure, had a goal for February 2026 to achieve 50% to 80% AI-assisted code, the document said. It cited a comment alongside this goal from a senior engineering manager that said: "We are not tracking this via metrics."

The document also listed several companywide goals for Q4 2025 for central products — a horizontal org spanning Messenger, WhatsApp, Facebook, and other major products. One target is for 80% of mid to senior-level engineers to adopt AI tools such as DevMate, Metamate, and Google's Gemini, with a note that the focus is on "tool adoption" rather than the percentage of code written by AI.

It said that 55% of code changes from software engineers across the central product orgs should be "Agent-Assisted."

It is not clear whether the goals listed in the document are tied to performance reviews.

"It's well-known that this is a priority and we're focused on using AI to help employees with their day-to-day work," a Meta spokesperson told Business Insider. They said that Meta's performance program is focused on rewarding impact from AI tools, not just usage.

Here's a breakdown of Meta's goals in the memo:


  • Companywide Q4 2025 Goals (Central Products)

    • 55% of software engineers' code changes should be agent-assisted.
    • 80% of mid to senior-level engineers should adopt general AI tools.
  • Scalable ML Team Goal (Feb 2026)

    • Target: 50% to 80% AI-assisted code.
  • Creation Org H1 2026

    • 65% of engineers should write more than 75% of their committed code using AI.

(Note: Some technical terms have been rephrased for clarity)


Mark Zuckerberg's AI odyssey

Zuckerberg is aggressively trying to make Meta what he has called an "AI-native" company. Meta has started tying employee performance to their AI usage, Business Insider reported last year, and staff are using Meta's internal AI bot to write reviews for their peers.

More recently, the company rebranded some employees within a division of Reality Labs with one of three titles: "AI Builder," "AI Pod Lead," or "AI Org Lead."

The change comes as Meta is adopting smaller teams and moving toward a flatter organizational structure.

"Our ultimate goal is to drive a step change in engineering productivity and product quality," read a memo about the changes, which was reviewed by Business Insider. "To achieve this, we're fundamentally rewiring how we operate, how we are structured, and how we support each other."

Andrew Bosworth, Meta's CTO, told staff on Tuesday that he would take charge of Meta's "AI for Work" initiative, which is designed to boost the company's internal adoption of AI tools, according to a memo reviewed by Business Insider and first reported by The Wall Street Journal.

Meta laid off several hundred employees across Reality Labs and other orgs this week.

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Actually, Mark Zuckerberg didn't burn $80 billion on the metaverse

Meta CEO Mark Zuckerberg onstage at the company's 2024 developer conference, September 2024
Meta CEO Mark Zuckerberg's Reality Labs unit has lost more than $80 billion. But only some of that money was spent on metaverse projects. Much of it went to hardware projects like the Orion prototype he wore onstage in 2024.

Andrej Sokolow/picture alliance via Getty Images

  • It's easy to dunk on Mark Zuckerberg and Meta for burning $80 billion on the metaverse and then moving on.
  • But that's not exactly true.
  • What is true is that Zuckerberg used to spend a lot of time talking about the metaverse. Now he talks about AI instead.

Nearly five years ago, Mark Zuckerberg told us the future was the metaverse — an idea that seemed to involve all of us strapping on virtual reality goggles and interacting with digital versions of ourselves.

Now, reports say Zuckerberg's Meta is bailing on the metaverse after losing more than $80 billion on the project.

This is a fun story for people who like stories about Big Tech tripping on itself.

But it's not really true.

Start with the $80 billion that publications like The New York Times and others say Zuckerberg has lost chasing the metaverse. Meta has indeed generated losses of at least $80 billion via its Reality Labs unit, which lost more than $19 billion in 2025 alone.

But Reality Labs is not going away. That's because Reality Labs makes lots of things beyond Horizon Worlds, the virtual reality space Zuckerberg told us that we would work and play in, but that almost no one actually visited.

Reality Labs also develops all the hardware Meta has been selling over the years, including its Quest virtual reality goggles, and its Ray-Ban AI glasses, which seem to have at least some consumer uptake (whether that's good for the world is a different issue).

At some point in the next couple years, Meta will roll out yet another set of glasses, purportedly designed to let you stream movies at home. (These are the same glasses Netflix co-CEO Ted Sarandos recently said director James Cameron can't stop talking about.)

It's entirely possible that all of Meta's device efforts will amount to very little. Efforts to get anyone but gamers to buy virtual reality headsets really haven't panned out, and while Meta, Apple, and others are now racing to bring the same tech to lightweight glasses, we have no idea if these things will ever be more than a novelty.

But for now, Meta is still plugging away at this stuff. Which means Reality Labs will continue to generate billions of dollars in losses this year and beyond.

OK. What about the idea that Meta is no longer interested in the metaverse — a notion Zuckerberg said was so important that he re-named his company after it?

That's a little trickier to assess. Meta is quite prickly about the notion that it's bailing on the metaverse: Its argument is that the metaverse doesn't have to involve headsets, and that you could do all kinds of metaverse-y things on your phone — or maybe your phone paired with some new glasses.

That's what Meta CTO Andrew Bosworth is getting at with this tweet he put out this week (and which Meta comms directed me to when I asked them for comment for this story):

Seems like this is pretty much an annual tradition now so putting this here so I can tap the sign later... pic.twitter.com/qS9jagFQEn

— Boz (@boztank) March 19, 2026

Could be! But it's also true that Zuckerberg's public interest in the metaverse seems to have dramatically tapered off since 2021, when he told us the future was all about living in virtual space. (Zuckerberg had very different hair back then, too.)

Now, of course, Zuckerberg spends most of his time talking about AI, and Meta's ambitions to build "superintelligence." Which is why he's spending gazillions on AI talent and datacenters.

It's possible that all of those efforts get replaced by something else, too. Everyone in tech swears that the current AI boom really is a world-reshaping moment, and maybe it will be. But if you're still wondering what happened to all those NFTs you bought in 2021, I'll forgive you if you're going to remain in a wait-and-see on this one.

There is another way to think about Meta's interest in both the metaverse and AI. They're both shiny new things that offer Zuckerberg the promise of something he's wanted for a very long time: a way to run a business without having to rely on Google or Apple as his intermediaries.

Right now, Meta reaches people through phones and operating systems it doesn't control. At peak metaverse hype, Zuckerberg was clearly hoping to replace the iPhone with devices of his own. And in an AI-first world, it's possible the phone matters a lot less — or gets displaced by a new set of devices and interfaces.

That doesn't mean AI is just the metaverse with a new label. But it does suggest the through line here isn't the technology. It's Zuckerberg's recurring search for a platform he owns.

Read the original article on Business Insider

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