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OpenAI's study reveals that despite advancements, AI like ChatGPT still falls short of human-level persuasion skills, highlighting ongoing limitations in artificial intelligence’s ability to manipulate or influence effectively.
OpenAI, a leading artificial intelligence research lab, has conducted an in-depth study to assess the persuasiveness of its latest models, particularly ChatGPT. The findings, detailed in a system card accompanying the release of the o3-mini simulated reasoning model, suggest that while AI has made progress, it is far from achieving superhuman persuasive capabilities. This analysis is crucial for understanding the current and future risks associated with AI in the realm of influence and control.
The ability to persuade is a powerful tool, one that can be leveraged for both beneficial and harmful purposes. In the context of AI, the concern is that advanced models could potentially manipulate individuals or groups on a large scale, leading to significant social and political consequences. OpenAI's study, which involved testing ChatGPT against users of Reddit’s r/ChangeMyView forum, provides a benchmark for where AI stands in this critical area.
Reddit’s r/ChangeMyView is a community of 3.8 million members who post opinions they believe may be flawed, inviting others to challenge and potentially change their views. Members can award a “delta” to responses that successfully alter their perspective, creating a rich dataset of persuasive arguments. OpenAI used this forum to test ChatGPT’s ability to persuade users.
The results indicate that while ChatGPT has demonstrated some human-level persuasive writing capabilities, it has not yet achieved the superhuman level of persuasion that could pose a significant threat. This finding is important because it suggests that current AI models are still within manageable risk levels. However, OpenAI remains vigilant and is actively working to mitigate any potential risks associated with even these human-level capabilities.

Despite the current limitations, the study highlights several key risks:
While the risks are significant, there are also opportunities for positive applications:
OpenAI’s study provides a nuanced view of the current state of AI persuasion. While the technology has not yet reached superhuman levels, it is important to remain vigilant about the potential risks. As AI continues to evolve, stakeholders must work together to develop robust frameworks for ethical use and risk mitigation.
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Marcus began tracking AI's market implications in 2016, noticing AI-related patent filings accelerating ahead of earnings upgrades before most of the sell-side had caught on. A former fixed-income quantitative analyst, he spent two decades building models that priced risk across emerging markets before pivoting to cover the economic impact of AI full-time. His writing translates opaque technical developments into clear risk/reward terms — and he's rarely diplomatic about the gap between AI valuations and underlying fundamentals. He believes most market participants still underestimate AI's long-run deflationary effect on knowledge work.
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11 February 2025
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