Risks from Persuasion

Reduce Hallucinations

Reduce hallucination refers to techniques and methods used to minimize AI systems' tendency to generate false or fabricated information, addressing a critical challenge where language models produce inaccurate facts or citations that could spread misinformation.

Mitigate Hallucinations

Technical approaches to reduce LLM hallucinations - instances where AI models generate false or unsupported information while appearing confident in their responses

Detecting AI-Generated Content

Detecting AI-generated content involves technical methods and tools to identify whether content was created by artificial intelligence or humans, primarily through watermarking, linguistic analysis, and machine learning approaches.

Content Moderation

Content moderation systems enable detecting and filtering toxic content (hate speech, harassment, misinformation) in real-time on digital platforms, while maintaining transparency in moderation decisions.

Make AI Manipulation Use Illegal

Legal framework to criminalize the malicious use of AI for manipulation of individuals or groups, including the creation and deployment of deepfakes and automated influence campaigns.

Anonymizing Writing Style with LLM Rewrites

LLMs can be used to rewrite text to anonymize an author's writing style, helping protect against AI systems that can identify writers with high accuracy based on their linguistic patterns.