Arist AI Creator: Data Privacy & Security Overview


Maxine Anderson
Last Updated: 3 months ago

Overview

Arist AI Creator empowers teams to quickly create and deliver customized, message-based courses across various platforms like SMS, WhatsApp, and Teams. Designed to handle a wide array of training needs—from soft skills to compliance—it ensures high accuracy and efficiency, generating ready-to-deliver content in under 8 minutes.

AI Integration and Model Security

  • AI integration: Arist AI Creator seamlessly integrates AI capabilities into our Creator tool, assisting in the rapid creation of course content.

  • Model utilization: The tool leverages Anthropic's Claude 3.5 Sonnet model via secure API communication, ensuring no customer data is stored or used for model training.

  • Defense-in-depth: A layered security approach ensures there is no single point of failure, protecting the system against potential vulnerabilities.

  • Input validation: Rigorous input validation techniques protect against anomalies, unexpected inputs, and potential malicious content.

  • Security standards: Development aligns with OWASP Top 10 for LLM, regularly assessing and mitigating risks associated with:

    • ML01:2023 Input Manipulation Attack

    • ML02:2023 Data Poisoning Attack

    • ML03:2023 Model Inversion Attack

Data Security and Privacy

Arist AI Creator is designed with enterprise-grade security, ensuring your company’s data remains private, secure, and not used for AI model training. Below is an outline of how your data is handled:

Data Input

  1. Secure ingestion: The AI tool ingests only client-provided materials such as course inputs, PPTs, PDFs, and other proprietary documentation.

  2. No persistent storage or model training: No customer data is persistently stored or incorporated into the AI model's training dataset. The data is utilized solely for the specific course generation task.

  3. End-to-end encryption: Robust security protocols, including end-to-end encryption, ensure the confidentiality and integrity of your proprietary information throughout the processing pipeline.

Data Processing

  1. Private data storage: The data you provide is encrypted and stored securely in Arist’s database (AWS S3) for up to 30 days, alongside the rest of your organization's Arist data.

  2. Temporary use of AI models: During course generation, your data, along with pre-built prompts, is temporarily processed by Anthropic’s Sonnet 3.5 LLM via their API. This data is not stored by Anthropic and is used only at the point of course generation.

Data Output

  1. Tailored content generation: The AI system generates structured, modular learning content optimized for Arist's delivery platforms.It will only consider client information if provided at point of prompting by the user. Outputs include text-based content, recommendations for visual assets (coming soon), and interactive elements (eg Multiple choice questions.)

  2. Adherence to Arist instructional design standards: The generated content follows predefined instructional design patterns and is optimized for mobile consumption and spaced repetition learning methodologies.

Commitment to Privacy

Arist AI Creator prioritizes the security and privacy of your data while delivering high-quality, AI-generated training content. Our commitment to data protection, coupled with the advanced capabilities of Anthropic's Claude 3.5 Sonnet model, ensures a secure and efficient solution for your enterprise-level training needs.

For more information on Anthropic's model security, data usage policies, and documentation regarding model type, intent, features, potential harm, and bias, please visit: Anthropic Trust.


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