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OpenAI’s Secret Weapon Against AI Cheating: Why It’s Still Under Wraps

by Team Lumida
August 4, 2024
in AI
Reading Time: 3 mins read
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OpenAI’s Secret Weapon Against AI Cheating: Why It’s Still Under Wraps

"OpenAI logo with magnifying glass (52916339167)" by Jernej Furman from Slovenia is licensed under CC BY 2.0

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Key Takeaways:

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  1. OpenAI’s AI detection tool boasts 99.9% accuracy but remains unreleased.
  2. Internal debates focus on user retention and potential biases.
  3. Teachers urgently need effective tools to combat AI-driven cheating.

What Happened?

OpenAI developed a highly effective tool to detect AI-generated text, such as essays written by ChatGPT, with 99.9% accuracy. Despite its readiness for over a year, the company hasn’t released it due to ongoing internal debates. According to internal documents and sources, the project has been mired in discussions about transparency and user retention.

A survey of ChatGPT users revealed that nearly one-third would be turned off by the anticheating technology. OpenAI employees are also concerned the tool could disproportionately affect non-native English speakers. “The deliberate approach we’ve taken is necessary given the complexities involved and its likely impact on the broader ecosystem beyond OpenAI,” stated an OpenAI spokeswoman.

Why It Matters?

Generative AI, like ChatGPT, can create entire essays or research papers in seconds, leading to widespread concerns about academic integrity. A survey by the Center for Democracy & Technology found that 59% of middle- and high-school teachers believe students have used AI to help with schoolwork, a 17-point increase from the previous year. Teachers are desperate for reliable tools to combat this misuse.

“It’s a huge issue,” said Alexa Gutterman, a high school teacher in New York City. The urgency for effective detection tools is high, as current alternatives often fail to catch advanced AI text and can produce false positives. OpenAI’s tool could provide a much-needed solution but faces internal resistance due to concerns about user experience and potential biases.

What’s Next?

OpenAI’s leadership, including CEO Sam Altman and CTO Mira Murati, continues to deliberate on the release of the anticheating tool. The company has tested the watermarking method and found it doesn’t impair ChatGPT’s performance. However, concerns remain about its impact on user retention and the potential for false accusations.

OpenAI plans to explore alternative approaches that might be less controversial and aims to have a strategy by this fall to address public opinion and potential new regulations on AI transparency. Meanwhile, teachers and educators continue to seek effective solutions to maintain academic integrity in an AI-driven world. “Without this, we risk credibility as responsible actors,” noted a summary of a recent internal meeting.

Source: Wall Street Journal
Tags: OpenAI
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Lumida's website (referred to herein as the "Website") is limited to the dissemination of general information pertaining to its advisory services, together with access to additional investment-related information, publications, and links. Accordingly, the publication of the Website on the Internet should not be construed by any client and/or prospective client Lumida’s solicitation to effect, or attempt to effect transactions in securities, or the rendering of personalized investment advice for compensation, over the Internet.

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