Meta used human contractors to handle some Muse AI phone calls
- Doom: At least one human contractor reportedly made racist remarks during Muse test calls
- Doom: Meta routed some Muse AI phone calls to human contractors without clear user disclosure
- Doom: Privacy concerns raised over contractors listening to or conducting calls on users' behalf
- Neutral: Benzinga reported human callers outperformed AI alone in Meta's internal Muse tests
- Boom: Muse is Meta's AI agent designed to make phone calls autonomously on a user's behalf
- Neutral: The arrangement was revealed via leaks ahead of the Meta Connect keynote event
The story in full
During an internal early test of its Muse AI assistant, Meta routed some phone calls to human contractors rather than completing them fully with AI. Multiple outlets reported the arrangement around September 22–23, 2026, with some reports noting that at least one contractor behaved in a racist manner during calls. Benzinga reported that human callers outperformed AI alone in the tests, and CNET characterized the arrangement as a leak revealing real people behind the agent's calls.
Muse is Meta's AI assistant capable of making phone calls on a user's behalf, a feature highlighted ahead of the Meta Connect keynote. The use of human contractors raises questions about transparency, since the product was positioned as an autonomous AI agent. Privacy implications were also flagged by several outlets given that contractors were listening to or conducting calls on users' behalf.
Analysis
402 wordsDuring an internal early test of its Muse AI assistant, Meta routed some phone calls to human contractors rather than handling them entirely through AI. The arrangement came to light via leaks reported around September 22 and 23, 2026, just ahead of Meta's Connect keynote event, where Muse had been positioned as an autonomous AI agent capable of making calls on a user's behalf. Gizmodo reported that at least one contractor made racist remarks during test calls, adding a conduct dimension to the disclosure. Benzinga separately noted that human callers outperformed AI alone in the internal tests, suggesting the hybrid model may have reflected a performance gap rather than a purely strategic choice.
The core tension here is transparency. Muse was marketed as an AI agent, yet users whose calls were handled during the test had no apparent disclosure that a human contractor might be on the other end, or listening in. That raises overlapping questions about informed consent, data privacy, and whether the product's public framing was accurate. The performance finding adds a practical wrinkle: if humans outperform the AI in the very task the product is built around, the timeline for genuine autonomy is an open question.
The Pro-AI camp has largely set the conduct controversy aside, with Miramar News pointing to the strong investor enthusiasm Muse generated around the Connect keynote. The implicit argument is that early-stage hybrid approaches are routine and that market confidence reflects the product's long-term trajectory. Critics have been sharper. Bess Hamilton summarized a recurring concern with the observation that new robot servants keep turning out to be underpaid humans. Janet Vertesi framed the product's purpose skeptically, and Unfitforpurpose raised a direct security warning against granting Muse computer access. An internal voice captured by reporting, identified as davidee, described the model as transferring wealth to the few at great cost to the many, while another internal account urged Meta not to launch without making the human-handoff a user-visible preference. The middle ground camp has not weighed in publicly yet; a story like this would typically draw arguments from that camp about the legitimacy of hybrid human-AI pipelines during development, provided disclosure standards are eventually met.
The clearest near-term signal to watch is what Meta says officially at or after Connect: whether it discloses the hybrid arrangement, commits to transparency standards for future tests, and addresses the conduct complaint involving the contractor who made racist remarks.
What Pro-AI voices are sayingMeta's Muse AI generated strong investor enthusiasm and market confidence.
Top quoteWhat Anti-AI voices are sayingCritics say Meta misled users by passing off human contractor labor as AI, raising serious concerns about security, worker exploitation, racism, and the deceptive gap between AI promises and reality. A notable minority focuses specifically on the absurdity and inefficiency of layering AI over humans who then call other humans.
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More Anti-AI reactions (12)
“Once again, a core feature of a major piece of AI technology will actually just be people working in a call center.”
evacide, Bluesky, skeptic · 18:34 UTC“The absolute last place that any AI should be deployed is fielding angry calls when your flight is cancelled.”
Victoria Song, Bluesky · 13:30 UTC“It always ends with the new robot servants actually being underpaid humans.”
Bess Hamilton, Bluesky, skeptic · 23:50 UTC“proxying the transfer of wealth for the benefit of the few at great cost to the many.”
davidee, Hacker News · 01:07 UTC“Please PLEASE do not release this as-is and at least make this a user preference if we absolutely must launch this. Please.”
0cf8612b2e1e, Hacker News · 02:31 UTC“on behalf of search and rescue volunteers I would like to assure everyone that we will be using 100% human expertise to come get you after Muse/Gemini/ChatGPT/whatever gets you almost killed.”
Rishi Maharaj, Bluesky · 13:10 UTC“Slop spam email and phone scam calls are the depressing evolution of incredible technology we built to enable instant global communication. Fucking shameful.”
Jim Zub, Bluesky · 10:32 UTC“Now humans can contact a giant corporation's robot to get a human to call a second company's robot, then the first robot relays what happened. What if... HUMANS CALLED HUMANS”
Amanda Katz, Bluesky · 16:43 UTC“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.”
Jesse Felder, Bluesky · 15:34 UTC“Holy shit, the new Facebook ai muse is just people in a call center”
Morgan Johnson, Bluesky, skeptic · 05:23 UTC“sure man let peggle make phone calls what the fuck ever”
mirna, Bluesky · 18:54 UTC“The same Muse that's actually humans in a call center?”
Thank You For Your Extension To This Antimatter, Bluesky, skeptic · 00:31 UTC
No more Middle Ground reactions
Sources
21 articles from 21 outlets- CNETLeaks Show That Meta’s New AI Agent Relied on Real People to Make Calls
- CryptoRankHuman contractors handled some of Muse’s AI calls in Meta’s internal test
- Gadget ReviewMeta’s Muse AI Used Human Contractors for Calls. Some Of Them Were Racist.
- Yahoo TechMeta’s Muse AI Used Human Contractors for Calls. Some Of Them Were Racist.
- CryptopolitanHuman contractors handled some of Muse’s AI calls in Meta’s internal test
- Geo NewsMeta's ‘autonomous' AI Muse was quietly using humans to make phone calls
- BenzingaMeta’s Muse Tests Show Human Callers Outperform AI Alone
- Aaj English TVMeta tests human contractors to handle calls made by its AI assistant
- TekediaMeta’s Muse AI Quietly Used Human Contractors to Make Calls, Raising Privacy Questions
- abc17news.comMeta says its Muse AI agent can do things for you. I put it to the test
- KRDOMeta says its Muse AI agent can do things for you. I put it to the test
- CNNMeta says its Muse AI agent can do things for you. I put it to the test
- SecNews.grMeta tests human callers behind AI Agent Muse
- GizmodoMeta’s Muse AI Agents Sometimes Tagged in Human Contractors. One of Them Reportedly Got Racist
- TweakTownMeta is reportedly outsourcing its Muse AI agent work to humans
- Barron'sMuse AI Has Raised Stakes for Meta Connect Keynote
- Technology OrgMeta Muse Quietly Used Humans for AI Phone Calls
- thehindubusinessline.comMeta tests human agents for Muse AI assistant phone calls
- livemint.comMuse AI now hands over phone calls to human agents: Meta tests new feature in its personal assistant
- newsbytesapp.comMeta tests Muse calling with human contractors in internal trials
- finance.biggo.comMeta Quietly Routes Some Muse Phone Calls to Human Contractors in Early Test

