What is Safety? Corporate Discourse, Power, and the Politics of Generative AI Safety
#Generative AI #AI Safety #Critical Discourse Analysis #Corporate Responsibility #arXiv #Technology Policy #Power Dynamics
📌 Key Takeaways
- The study analyzes how major AI companies use public documents to define the meaning of 'safety' to suit their own interests.
- Corporate discourse is being used to establish authority and legitimacy over AI ethics and technical governance.
- The research warns that companies are framing safety in a way that prioritizes corporate control over external or democratic oversight.
- Safety standards in generative AI are presented as technical problems to hide political and social power dynamics.
📖 Full Retelling
🏷️ Themes
Artificial Intelligence, Corporate Governance, Ethics
📚 Related People & Topics
Critical discourse analysis
Interdisciplinary approach to study discourse
Critical discourse analysis (CDA) is an approach to the study of discourse that views language as a form of social practice. CDA combines critique of discourse with an explanation of how it figures in and contributes to the existing social reality, as a basis for action to change the social reality ...
Generative artificial intelligence
Subset of AI using generative models
# Generative Artificial Intelligence (GenAI) **Generative artificial intelligence** (also referred to as **generative AI** or **GenAI**) is a specialized subfield of artificial intelligence focused on the creation of original content. Utilizing advanced generative models, these systems are capable ...
📄 Original Source Content
arXiv:2602.06981v1 Announce Type: cross Abstract: This work examines how leading generative artificial intelligence companies construct and communicate the concept of "safety" through public-facing documents. Drawing on critical discourse analysis, we analyze a corpus of corporate safety-related statements to explicate how authority, responsibility, and legitimacy are discursively established. These discursive strategies consolidate legitimacy for corporate actors, normalize safety as an experi