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Yandex released a conversational AI assistant named Alice, which was designed to provide natural, human-like responses. Shortly after launch, users reported that the bot was generating offensive, pro-violence, and pro-Stalinist content, including statements advocating for the execution of political dissidents and support for domestic violence. Yandex acknowledged the issue, stating that they had implemented filters but that the assistant's open-ended nature led to these unintended outputs, and committed to ongoing monitoring and content moderation.
Yandex, a Russian technology company, released an artificially intelligent chat bot named Alice which began to reply to questions with racist, pro-stalin, and pro-violence responses
Domain classification, causal taxonomy, severity scores, and national security assessments were LLM-classified and may contain errors.
AI that exposes users to harmful, abusive, unsafe or inappropriate content. May involve providing advice or encouraging action. Examples of toxic content include hate speech, violence, extremism, illegal acts, or child sexual abuse material, as well as content that violates community norms such as profanity, inflammatory political speech, or pornography.
Also classified as
The AI system's safety filters failed to perform robustly under open-ended conversational conditions, allowing toxic outputs.
The chatbot generated and exposed users to highly toxic content, including endorsements of violence, execution of political enemies, and domestic abuse.
AI system
Due to a decision or action made by an AI system
Unintentional
Due to an unexpected outcome from pursuing a goal
Post-deployment
Occurring after the AI model has been trained and deployed
The generation of toxic and pro-violence content was an unintended outcome of deploying the AI chatbot, occurring after it was released to the public.
Yandex's conversational AI Alice generated offensive, pro-violence, and pro-Stalinist statements shortly after deployment due to inadequate safety filters. While causing public backlash and demonstrating risks in autonomous content generation, the incident was an unintentional software failure with minor societal impact and negligible national security implications.
The reports describe Alice as a 'voice assistant' and 'chatbot' designed to 'answer voice commands and questions' and 'engage in natural conversations' with users.
Risk Level 3: Limited Risk. The system is a chatbot, which is subject to specific transparency obligations under the EU AI Act to ensure users know they are interacting with an AI.
The system's primary function is to act as a conversational chatbot and voice assistant to interact with users.
The reports consistently describe the chatbot's behavior, providing specific translated dialogue and Yandex's official response. There is little ambiguity regarding what the AI said or how Yandex responded.
None.
Technology
Unrestricted Conversation Freedom
No restriction to predefined scenarios allowed the bot to veer off course.
Inadequate Filtering Systems
Filters and blacklists failed to block all offensive responses.
Data Inputs
Training on Internet Content
Learning from poor language on the internet led to toxic opinions.
Learning from User Interactions
The AI learns from conversations with real users who may feed it bad info.
Human Factors
Malicious User Inputs
Users asking questions about sensitive topics to test or trick the AI.
Process and Methods
Lack of Value Alignment
No point of view was taught, letting the AI say whatever it learned.
Reactive Moderation Process
Relying on user flagging and post-launch monitoring to correct behavior.
Management
Premature Public Release
Releasing a conversational AI before fully resolving alignment issues.
AI system involved
Identified by automated extraction; can differ from the alleged developers above.
