OpenAI Reportedly Asks Contractors to Upload Real Work Files for AI Evaluation

January 11, 2026
OpenAI is reportedly asking contractors to upload examples of real work from past or current jobs to evaluate AI models’ performance. Contractors are instructed to remove confidential data before submission, according to Wired.

OpenAI is asking third-party contractors to upload examples of actual work they have completed in past or current jobs to help evaluate its AI models, according to Wired. The effort is reportedly part of OpenAI’s broader initiative to assess how well its systems perform compared to human professionals.

The company, together with Handshake AI, is requesting contractors to submit real work outputs such as Word documents, PDFs, PowerPoint presentations, Excel files, images, or code repositories. These submissions are meant to form a benchmark of human performance across various occupations.

OpenAI instructs participants to strip proprietary and personally identifiable information from their submissions. A tool described as “ChatGPT Superstar Scrubbing” is provided to assist with removing sensitive content. Contractors are also permitted to create realistic but fabricated examples if they prefer not to share original material.

Legal experts cited by Wired cautioned that this approach carries potential risks related to trade secrets and confidentiality. They noted that relying on contractors to judge what information can safely be shared could expose AI firms to intellectual property concerns.

We hope you enjoyed this article.

Consider subscribing to one of our newsletters like AI Policy Brief or Daily AI Brief.

Also, consider following us on social media:

Subscribe to AI Policy Brief

Weekly report on AI regulations, safety standards, government policies, and compliance requirements worldwide.

Market report

2025 Generative AI in Professional Services Report

Thomson Reuters

This report by Thomson Reuters explores the integration and impact of generative AI technologies, such as ChatGPT and Microsoft Copilot, within the professional services sector. It highlights the growing adoption of GenAI tools across industries like legal, tax, accounting, and government, and discusses the challenges and opportunities these technologies present. The report also examines professionals' perceptions of GenAI and the need for strategic integration to maximize its value.

Read more