Influence operations
Also written: IO, IOs, Disinformation, Psy-op, psychological operation, Psyop, Harmful Manipulation, Influence content
Influence operations use AI to spread narratives and manipulate opinions, often for political goals.
Influence operations, or IOs, are organized efforts to change what people think or do. They often involve spreading information, sometimes false, to sway public opinion or achieve specific goals, especially in politics.
Frontier AI labs like OpenAI are increasingly detecting and disrupting these operations. For example, OpenAI has banned operations using its AI tools to create divisive content or manipulate policy debates.
Influence operations (IOs) are coordinated campaigns designed to shape the perceptions, attitudes, or behaviors of a target audience. These operations often leverage artificial intelligence to generate and disseminate content at scale, amplify specific narratives, or spread disinformation. The goal is typically to influence public opinion, political outcomes, or strategic objectives.
AI's role in IOs can include generating synthetic text and media, automating social media posting, identifying susceptible audiences, and personalizing persuasive messages. Detecting and mitigating AI-powered IOs is a significant challenge for AI developers and platform operators.
Frontier AI labs are increasingly concerned with how their models can be used to create and spread influence operations. These operations can range from generating fake news to manipulating public opinion on policy issues, making it a critical area for AI safety and policy development.
- 2026 Usage Policy updateAnthropic · Anthropic News ·
- Disrupting AI-enabled “false front” operationsOpenAI · OpenAI News ·
- Your AI doomsday questions answered: ‘Why aren’t these companies being held to account?’Anthropic · The Guardian AI ·
- More Anthropic researchers warn of AI’s perils but Musk dismisses ‘psyop’Anthropic · The Guardian AI ·
- Understanding and addressing AI harmsAnthropic · Anthropic News ·
- PRC-linked influence operations are targeting AI debates in the USOpenAI · OpenAI News ·
- “Tech and Tariffs” Campaign: Influence activity targeting US tech policyOpenAI · OpenAI News ·
- Protecting people from harmful manipulationGoogle · Google DeepMind Blog ·
- “Cyber Special Operations”: China-linked influence planningOpenAI · OpenAI News ·
- Operation “Nine–emdash Line”: Regional influence activityOpenAI · OpenAI News ·
- Disrupting malicious uses of AI: June 2025OpenAI · OpenAI News ·
- Operation “Uncle Spam”: US polarization influence activityOpenAI · OpenAI News ·
- STORM-2035: Recidivist influence activityOpenAI · OpenAI News ·
- Operation “High Five”: Philippines political commentsOpenAI · OpenAI News ·
- Operation “Sneer Review”: China-origin influence activityOpenAI · OpenAI News ·
- Operation “Helgoland Bite”: German-language influence activityOpenAI · OpenAI News ·
- Disrupting malicious uses of AIOpenAI · OpenAI News ·
- Iranian influence nexus: Cross-platform activityOpenAI · OpenAI News ·
- Operation “Sponsored Discontent”: Influence activityOpenAI · OpenAI News ·
- Rwandan election content: Political commenting networkOpenAI · OpenAI News ·
- IUVM: Iran-linked influence content networkOpenAI · OpenAI News ·
- Operation "Zero Zeno": Israel-linked influence activityOpenAI · OpenAI News ·
- Forecasting potential misuses of language models for disinformation campaigns and how to reduce riskOpenAI · OpenAI News ·
- Lessons learned on language model safety and misuseOpenAI · OpenAI News ·
- Anthropic Claude
- Anthropic has updated its usage policies and harm assessments to specifically address and prohibit misuse and deception related to influence operations and disinformation.
- Google Gemini
- Google DeepMind has developed tools to measure the capabilities of AI in harmful manipulation, indicating a focus on understanding and mitigating influence operations.
- OpenAI ChatGPT
- OpenAI has taken action against influence operations using its models, such as banning state-linked accounts that employed AI for political manipulation and spreading disinformation.
- Disinformation
- Disinformation is false information spread deliberately to decei
- Bots
- Bots are automated accounts that can be used in influence operations to sp
- Propaganda
- Propaganda is information, especially of a biased or misleading natu
- Astroturfing
- Astroturfing is a deceptive marketing or political campaign that a
The term 'influence operation' has roots in military and intelligence contexts, referring to activities designed to affect the emotions, motives, or reasoning of foreign audiences. Its application has expanded to include non-state actors and the digital domain, particularly with the rise of social media and AI.
Ask an AI chatbot to write a persuasive social media post about a current event. Then, ask it to write another post arguing the opposite viewpoint. This demonstrates how AI can quickly generate content for different sides of an issue, a capability that could be used in influence operations.
The Playbook: reusable how-tos, prompts, configs and tips pulled out of the news.
- ChecklistEvaluate influence operations using actors, behaviors, and contentFramework for analyzing influence operations by considering key facets. · 5 min
- PromptRole-play a student struggling with math for AI tutor simulationSimulate a student's math struggles and uncertainty for AI tutor evaluation. · 5 min
- TemplateReusable workflow templates for healthcare teamsTeams can create and share templates for common workflows like documentation or prior authorizations. · 15 min
- TemplateTemplate for building an AI tool tailored to your workA structured approach to defining and building a custom AI tool for specific business needs. · 15 min
- TemplateEvals CSV prompt list for agent skillsA CSV file template for listing prompts used in evaluating agent skills. · 20 min
Questions people ask
- What is the difference between influence operations and disinformation?
- Disinformation is false information spread deliberately to deceive. Influence operations are the broader coordinated campaigns that may use disinformation as one of many tools to shape opinions or behaviors.
- How do AI models help influence operations?
- AI models can generate large amounts of text or media quickly, automate posting on social media, and help target specific audiences with tailored messages, making operations more efficient and scalable.
First seen on Subvolts Mar 3, 2022. Updated Oct 15, 2026. Written by an AI model from the items above and reviewed against them weekly; report an error.

