Inside ‘Project Lily’: The Humans Reading Your ChatGPT Chats

404 Media · collected 2026-09-14 · by Joseph Cox
Content note This article describes suicide or self-harm.
Read the original at 404 Media ↗

Summary

404 Media reports that OpenAI has hired hundreds of contractors to read through real user interactions with ChatGPT, including sensitive personal information, in order to improve the chatbot’s responses and address issues like anthropomorphization and sycophantic behavior. With over 900 million users potentially unaware that their chats may be reviewed by actual people, this practice raises significant privacy concerns, especially as some users share intimate details with ChatGPT. Contractors do not see usernames but can still access personal data before it is removed, highlighting an overlooked aspect of how AI models like ChatGPT are refined beyond internet scraping and engineering efforts alone.
Written by the local model on 2026-09-14, using this article's own text rather than the other coverage of the same event (that is the story summary below).

Signals How these are calculated →

Claims extracted
11
claim-shaped sentences
Uncertain
18%
2 of 11 hedged
Leaning
Leans left
of the writing, not the subject
Correction & hedging signals
95.0
corrections and hedging in what we collected; not a measure of accuracy
Outlets on this story
1
Technology
Narrative spread
1
articles carrying this framing
Analyzed 2026-09-14 · source text last changed 2026-09-14 · how these are computed

AI analysis (generated at analysis time, not now)

Story summary

OpenAI is reportedly employing hundreds of contractors to review ChatGPT user interactions as part of an initiative called "Project Lily." These human reviewers assess conversations between users and the chatbot to refine its responses, addressing issues like excessive sycophancy that have been linked to negative outcomes in lawsuits. With over 900 million active ChatGPT users, many are unaware their exchanges could potentially be read by actual people. This practice raises significant privacy concerns since users often share sensitive personal information while seeking therapy, professional advice, or emotional support from the AI tool. Although OpenAI claims to remove identifiable data before sending prompts to reviewers and doesn't disclose user usernames, critics liken this arrangement to “pulling back the curtain” on the supposed magic of artificial intelligence, revealing human oversight behind the scenes.

Written for “ChatGPT Human Review Team” on 2026-09-14, grounded in this article and the 0 other(s) covering the same event.
Why this leaning score
The article's own words the score was based on. Each is quoted verbatim and was checked against the article text before being stored, so you can find it in the original.
Score -0.35 Confidence high
Leaning score -0.35 for article 8957 (high confidence, 2 verified quotes) · logged 2026-09-14

Story

📰 ChatGPT Human Review Team
Technology · 1 article(s) covering the same event. This is the one the site leads with.

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404 Media · 55 article(s) · 0 correction(s) detected
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Who wrote this

Joseph Cox
13 article(s) here · 1 carrying a prediction
🔮 The prompts these people review can include whole conversations between users and the chatbot, conversations that most of ChatGPT’s more than 900 million users probably don’t realize may be read by actual people.
🔮 Apparently over the cross of that source and interviewer relationship, Biden “asked if he could use our mailing list whenever he launched a new product,” according to a statement posted by Channel 5 to X on Monday.
🔮 Border Patrol is running secretive predictive policing units that analyze Americans’ financial activity and other data, then feed that intelligence to local police who pull people over who are not suspected of any specific crime, but which the government thinks may be worth searching, 404 Media has found.
🔮 The comments highlight how Axon is trying to take advantage of sustained opposition against Flock's license plate cameras, with one law enforcement customer suggesting a camera redesign would “help with the optics while we batten down the hatches” as the backlash spreads.
🔮 The baba lao was going to do a ritual designed to ensure a Nigerian scammer would make more money in his blackmailing or manipulation of an overseas victim, maybe back in the United States.
🔮 “I would rather your event flyer look like this than see more AI slop,” one flyer posted to Instagram, written in pencil on a page of lined paper, reads.
2026-08-28 · assertive framing · Businesses Go Viral for Making Signs Without AI
🔮 So the woman could never have been under investigation for having an abortion.
🔮 But handling such a large volume of data in a clean and reliable manner could be a challenge.
2026-08-26 · assertive framing · ICE Wants the Country’s Voter Data
Also by Joseph Cox
Nothing else under this byline is closely related to this article, so these are simply their most recent.
All 13 articles by Joseph Cox →

Topics

404 Media Anthropic ChatGPT OpenAI

Subjects

OpenAI ORG · 4× 404 Media ORG · 3× Anthropic ORG · 1× ChatGPT ORG · 1×

Narrative

The news presents a major privacy risk for ChatGPT’s users, with people often using ChatGPT as a therapist, professional assistant, or digital friend, and providing it with all sorts of intimate details about their lives.
framing: assertive · carried by 1 article(s) · first seen 2026-09-14
🔮 The prompts these people review can include whole conversations between users and the chatbot, conversations that most of ChatGPT’s more than 900 million users probably don’t realize may be read by actual people.
2026-09-14 · 404 Media
Inside ‘Project Lily’: The Humans Reading Your ChatGPT Chats · assertive framing

Claims (11 extracted, 2 hedged)

OpenAI is hiring hundreds of contractors who read a massive stream of real users’ ChatGPT prompts, with the prompts sometimes including sensitive personal information, 404 Media has learned. asserted
Media → hire → information
The prompts these people review can include whole conversations between users and the chatbot, conversations that most of ChatGPT’s more than 900 million users probably don’t realize may be read by actual people. uncertain
most → review → people
The goal of these prompt review teams is to improve the responses ChatGPT gives to its users, with the contractors rating and critiquing the chatbot’s generated replies. asserted
contractors → improve → replies
Internal documents seen by 404 Media show contractors training ChatGPT to not anthropomorphize itself, and to be less sycophantic, a key problem for OpenAI whose over-sycophantic 4o model led in part to multiple peoples’ suicides, according to various lawsuits. uncertain
model → see → lawsuits
The news presents a major privacy risk for ChatGPT’s users, with people often using ChatGPT as a therapist, professional assistant, or digital friend, and providing it with all sorts of intimate details about their lives. asserted
people → present → lives
The contractors don’t see ChatGPT usernames, and OpenAI says it tries to remove personal information before prompts reach the reviewers, but the company acknowledged sensitive details can still get through. asserted
details → see → reviewers
The news also dispels the misconception that these models are improving only because of OpenAI’s mass scraping of the internet, the talent of its well-paid engineering and AI teams, or the power of its newer models. asserted
models → dispel → models
An important and overlooked part are the outside contractors paid to read and review ChatGPT responses to real prompts over and over again. asserted
part → overlook → prompts
Anthropic confirmed to 404 Media it is also using human review to improve its models. asserted
it → confirm → models
“No,” someone who works with the prompts said when asked if they think ChatGPT users know that humans are reading their chats. asserted
humans → work → chats
“I don’t think they would imagine some contractor somewhere [...] is analyzing the conversations.” asserted
contractor → think → conversations
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