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Meta Tests Muse AI Agent Calls That Are Actually Made By Humans in a Call Center

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Cite

Koebler, J. (2026, September 22). Meta Tests Muse AI Agent Calls That Are Actually Made By Humans in a Call Center. 404 Media. https://www.404media.co/meta-tests-muse-ai-agent-calls-that-are-actually-made-by-humans-in-a-call-center/

Dated when The Aporia collected the article, usually within hours of publication. Check the original for its exact date and byline.

404 Media · collected 2026-09-22 · by Jason Koebler

Quick Summary

Meta recently announced an updated feature for its AI assistant Muse, claiming it could autonomously handle tasks like making restaurant reservations or booking haircuts. However, internal communications reveal that Meta is actually testing these features with human agents in a call center rather than using AI alone. The company's principal engineer and chief AI officer made public announcements about the new capabilities while internally clarifying that calls would be routed to trained human agents when necessary, raising concerns among employees about privacy and the perception of Muse’s technological limitations.
Written by AI on 2026-09-22, from this article's own text only (the story summary below draws on all the coverage).

AI analysis

Story summary

Meta recently announced its AI assistant, Muse, can make calls to businesses on behalf of users for tasks like making reservations. However, 404 Media revealed that Meta is actually testing these calls with human agents in call centers rather than using AI alone. An internal message board post from Meta confirmed the company was “adding a human agent layer” for completing such calls during pre-launch testing. The company warned against releasing information about the human involvement to avoid negative press regarding privacy and security concerns. This discrepancy between the announced feature and its actual implementation has raised questions about transparency in AI development and deployment.

Written for “Meta Muse AI Testing” on 2026-11-04, grounded in this article and the 0 other(s) covering the same event.

Story

📰 Meta Muse AI Testing
Technology · 1 article(s) covering the same event.

Compared with similar articles

This article reads unscored and hedges 15% of its claims. Each row says how that neighbour differs.
CBS News
Hedges 0 of 2 claims Outlet record 65/100
“Article A discusses a test involving human operators pretending to be the AI agent Muse, while Article B reports on the surge in downloads and popularity of the Muse app.”
NBC News
Hedges 1 of 28 claims Outlet record 78/100
“Article A discusses a test involving human call centers masquerading as AI calls, while Article B focuses on Meta's introduction of the Muse AI agent at its conference.”
How this article was measured signals, leaning charts, publisher record, byline, topics and claims

Signals How these are calculated →

Claims extracted
34
sentences that state something as happening or true
Uncertain
15%
5 of 34 hedged ("reportedly", "may", "according to")
Leaning
not political
takes no side on a contested political question
Publisher signals
95/100
404 Media's corrections and hedging, across everything collected from it. Not a measure of accuracy.
Outlets on this story
1
Technology
Same framing elsewhere
1
articles that frame the event the way this one does
Analyzed 2026-09-22 · how these are computed

How this is being covered How these are calculated →

Article leaning vs. publisher reliability
Source leaning vs. consistency

Publisher

404 Media · 180 article(s) · 0 correction(s) detected
No corrections detected for this publisher. That may mean careful reporting, or simply that nothing has been checked.

Who wrote this

Jason Koebler
25 article(s) here · 1 carrying a prediction
🔮 But if you're in the EU or UK, you might be in luck and can object to that use of your data, as some users have pointed out.
2026-10-28 · assertive framing · Objection, your honor
🔮 “But there’s a lot of work associated with maintaining software so there may be a lot of instances where the software may not be reliable enough to use—I don’t know how many companies are going to be adopting these clones.”
🔮 In fact, with a small amount of Googling and/or clicking around social media, it is easy to find out everything you would ever need to know about the robot and what happened here.
🔮 Hill's decision will not set a binding precedent and there are several other cases throughout the nation considering the legality of warrantless ALPR searches.
🔮 Humoring the idea that LLMs are or could be conscious is a third-rail topic among many people who study and criticize AI.
🔮 “We will not add facial recognition to our devices,” Flock CEO Garrett Langley said in a recent video.
2026-09-29 · assertive framing · Surveillance Finds a Way
🔮 As Flock continues to be the center of a nationwide conversation about automatic license plate reading cameras, the company has said that it doesn’t, and won’t, do facial recognition: “We will not add facial recognition to our devices,” Flock CEO Garrett Langley said in a recent video.
🔮 “You may,” the judge says.
🔮 Last week, Meta executives announced that its much-hyped AI agent, Muse, had a new feature: It could call businesses for you to do things like make a restaurant reservation or a haircut appointment.
🔮 “Millions of people around the world will soon consider large models ‘hoovering up’ all their work to be an astonishing theft of unprecedented proportions,” an internal Microsoft document cited in the case read, adding “almost no one intended for content they created to be used in this fashion, nor are they compensated for its use.”
Also by Jason Koebler
Objection, your honor
2026-10-28 · 404 Media
The Staples Gift Card Heist
2026-10-19 · 404 Media
Nothing else under this byline is closely related to this article, so these are simply their most recent.
All 25 articles by Jason Koebler →

Topics

404 Media @muse Meta Muse

Subjects

Meta ORG · 7× 404 Media ORG · 3× Alexandr Wang PERSON · 1× Muse ORG · 1× Ryan Fox PERSON · 1×

Narrative

“Please think about how the headlines will scream ‘Meta uses humans behind the scenes to make calls’ or ‘Muse AI is actually independent contractors’ and result in a ton of bad press about the privacy and security of our data handling […] please PLEASE do not release this as-is and at least make this a user preference if we absolutely must launch this.
framing: assertive · carried by 1 article(s) · first seen 2026-09-22
🔮 Last week, Meta executives announced that its much-hyped AI agent, Muse, had a new feature: It could call businesses for you to do things like make a restaurant reservation or a haircut appointment.

Claims (34 extracted, 5 hedged)

Last week, Meta executives announced that its much-hyped AI agent, Muse, had a new feature: It could call businesses for you to do things like make a restaurant reservation or a haircut appointment. uncertain
you → announce → reservation
But in reality, Meta is testing having these calls being made by human beings in call centers, 404 Media has learned. asserted
Media → test → centers
“We just expanded the @muse beta for outbound calls to US businesses,” Ryan Fox, the principal engineer on Muse posted on X on Sept. 16. asserted
Fox → expand → Sept.
Alexandr Wang, Meta’s chief AI officer, posted “we’re expanding our phone beta for muse!” asserted
we → post → muse
Internally, however, the company announced the features to employees and said that it had “added a human agent layer for calls to get completed,” and that “Muse human agent calls [sic] is ready for company dogfooding,” or testing. asserted
calls → announce → dogfooding
“Muse doesn’t just dial a number. asserted
Muse → dial → number
It calls a business on your behalf, handles the conversation, completes your request, and reports back with a transcript and a summary,” the internal message board post to employees, seen by 404 Media, reads. asserted
post → call → Media
“It also no longer works alone. asserted
It → work → ?
Muse is now able to hand requests to a trained human agent, who places the call and works it through. asserted
who → hand → it
“This is still a confidential, pre-launch product,” the post adds. asserted
post → add → ?
“Please don’t share it, or anything it producers, with anyone outside the company.” Once again, a core feature of a major piece of AI technology will actually just be people working in a call center, doing work that a company says AI is doing. asserted
AI → share → that
It is not clear how often or when a call is routed to a so-called “human agent,” and when a call is done exclusively by AI. asserted
call → rout → AI
The fact that human beings are involved in the call raised questions among employees, who wondered both about the privacy implications of sharing people’s call requests with other human beings as well as the perception that its AI assistant wasn’t advanced enough to do calls on its own. asserted
assistant → involve → own
“Not sure what I am missing here but why is this a ‘feature?,’ one employee wrote on Meta’s internal message board for workers. asserted
employee → miss → workers
“This has potential for so much negative PR. asserted
This → have → PR
It could portray us as ‘their AI is not good enough so they still need humans’ kind of coverage for this launch.” uncertain
they → portray → launch
That Meta is at least sometimes letting human beings read users’ chats and make phone calls on their behalf is part of a time honored tradition in which companies launch an AI product, claim that it is AI, only for it to be later learned that human beings are doing some or all of the work. uncertain
beings → let → work
And it is the latest example of a tech giant passing potentially highly sensitive information to human beings; it is easy to imagine someone asking Muse to make a sensitive doctor’s appointment, for example, and the user not knowing that a human being might make that call. uncertain
being → pass → call
In internal communications seen by 404 Media, Meta suggested to employees that potentially sensitive information shared by the user with AI — and then passed to human contractors — was still safe because the contractors had undergone “a lot of training to make sure all your data is safe and secure.” uncertain
data → see → training
An employee commented that the training “is not a [security] mechanism.” asserted
training → comment → ?
“This is absolutely going to create a ton of outcry if we publicly launch this as default-on. asserted
we → go → on
It will kill all the goodwill and organic press we’re getting from early adopters,” they wrote. asserted
they → kill → adopters
“Please think about how the headlines will scream ‘Meta uses humans behind the scenes to make calls’ or ‘Muse AI is actually independent contractors’ and result in a ton of bad press about the privacy and security of our data handling […] please PLEASE do not release this as-is and at least make this a user preference if we absolutely must launch this. asserted
we → think → this
Other employees who had tested the system said that it was a “bad bad idea,” and that they were not made aware that a human being did the call for them until after the call had been made: The tester “was not made aware of the caller being human and was only told after,” one employee wrote. asserted
employee → test → them
“So they were concerned with information that they shared with the assumption that it is the secure AI which is making the call. asserted
which → concern → call
Even with clear indication of human calling, I can think of many scenarios where I wouldn’t be comfortable with this and I am not positive about how our users will react to this.” asserted
users → think → this
Various Meta employees and regular users have posted about Muse’s ability to make phone calls, and their experience with it. asserted
employees → post → it
Ravid Shwartz Ziv, who does AI research at Meta, posted on X that “this week, Muse called customer service on my behalf. asserted
Muse → do → behalf
It navigated the phone tree, waited on hold, spoke with a human rep, and resolved the issue (worked great!). asserted
It → navigate → issue
The crazy thing for me (besides that it works) is that the rep didn’t blink. asserted
rep → work → me
Talking to a bot was completely natural to them.” asserted
Talking → talk → them
Others have posted that the call function didn’t work, or that the person on the other end hung up on the agent (some have said that Muse did what it was supposed to do). asserted
it → post → what
While the response from employees has been overwhelmingly positive, the entire point is to get feedback so we can implement safety and privacy protections and improve features before we release them publicly,” a Meta spokesperson told 404 Media. asserted
spokesperson → get → Media
“We’re working with merchants to continue improving this potential calling feature, and will only roll it out when it's ready and with the proper disclosures.” asserted
it → work → disclosures
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