ChatGPT and human reviewers: what contractors really read

The setting that almost no one has disabled

OpenAI has hundreds of contract workers who read real ChatGPT conversations. This was reported by The Decoder , citing an investigation by 404 Media. The task of these reviewers is to evaluate the model's responses on a scale of one to seven, with the goal of reducing ChatGPT's tendency to be too compliant or to artificially imitate human behavior.

The point concerning companies is not the training method itself. It's that this collection happens by default, through an option called «Improve the model for everyone» , and that deactivating it requires a manual user action. Those who have never looked for it almost certainly still have it active.

Anonymized does not mean secure

OpenAI states that conversations are anonymized before being assigned to reviewers. But anonymization removes explicit identifying data — username, email address — not the content of the chats.

If a marketing manager used ChatGPT to draft a business proposal with client names, prices, and contract terms, those details remain in the conversation text. A human reviewer can read them. In a B2B context, this isn't an abstract problem: it's a potential breach of confidentiality obligations to the clients themselves.

On the regulatory front, GDPR — the European regulation on the protection of personal data — requires that data processing occur on precise legal bases and with adequate measures. Entrusting third-party data to a tool that transmits them to human reviewers without informing the data subjects is a gray area that many companies have not yet evaluated. The issue fits into a broader framework of governance and privacy in the use of AI tools , which is also becoming urgent for Italian SMEs.

Who is really exposed and who can rest easy

Not all ChatGPT users are in the same situation. There are important differences between the plans:

  • Free accounts and personal ChatGPT Plus : the «Improve the model for everyone» setting is active by default. Data can be used for training and human review.
  • ChatGPT Team and Enterprise : OpenAI states that conversations are not used to train models by default. But "by default" doesn't mean "never": it's worth checking your contract terms.
  • Direct API : those who use ChatGPT via API without explicitly enabling data training have different conditions. Here too, reading the updated terms of service is necessary.

In summary: if a company uses a free or Plus account for activities involving customer data or confidential information, the risk is concrete and immediate.

Three actions to take this week

No need for long consultations or projects. Three operational checks are enough:

  • Check the setting on each active business account. In ChatGPT: Settings → Data Controls → «Improve the model for everyone» → disable.
  • Map who uses ChatGPT in the company and with what data. Often the use is informal and widespread: sales, assistants, marketing. Each of them is a potential point of exposure.
  • Evaluate if the current plan is adequate. If business use is intensive and involves sensitive data, switching to an Enterprise plan with explicit contractual terms is the safest route.

This type of risk doesn't arise from an external attack, but from a setting that's active by default. It's the same pattern already seen in other contexts: as in the case of Meta Muse Spark, which offered a 95% discount in exchange for sharing data for training . The mechanism is different, but the logic is identical: the user gives away data without realizing it, because the default option works silently.

The most underestimated risk: customer trust

Beyond formal compliance, there's a reputational risk that companies tend to overlook. If a client discovers that their data — even just a draft proposal or an email exchange reprocessed with ChatGPT — has been read by human reviewers from a third-party company, the ensuing conversation is difficult to manage.

The issue of human supervision of AI tools is already at the center of regulatory debate. Those who deal with API governance and risks related to AI agents knows that the exposure surface widens every time a new tool enters the workflow without prior evaluation. And it doesn't just concern developers: it concerns anyone who has a ChatGPT account open in their browser during a meeting.

The issue of OpenAI's transparency on its internal processes has returned to the spotlight several times in recent months. Each time, the pattern is the same: the news emerges from external sources, not from proactive company communications. For those who have to make decisions about which tools to adopt, this is a fact to consider as much as the product's features.

Who wrote this article
Luca Reverberi — Copywriter and editor at SHM Studio. Coming from a sports journalism background: he has written for Corriere dello Sport, Virgilio Sport, and MSN, and managed the social media channels for the Italian Winter Sports Federation. Today he manages the agency's editorial content. LinkedIn Profile .

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