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AI System Limitations Disclosure

Effective Date: May 21, 2026

Common Sense 2.0 (CS2.0), CS2.0AI, GRES (Guided Reflective Exploration System), Learning Lab systems, and related platform features may include AI-assisted interaction and evolving educational exploration tools.

This disclosure is intended to help users understand the limitations of AI-assisted systems.

AI Is an Evolving Technology

AI systems continue developing and may:

  • generate inaccurate information,

  • misunderstand context,

  • oversimplify issues,

  • omit important perspectives,

  • or produce inconsistent responses.

AI-generated content should not be treated as guaranteed factual, complete, or authoritative.

Educational & Reflective Purpose

CS2.0AI and GRES are designed primarily to support:

  • reflective exploration,

  • question development,

  • perspective comparison,

  • and thoughtful engagement.

The platform is not intended to replace:

  • independent research,

  • human judgment,

  • professional advice,

  • or personal responsibility.

No Guarantee of Completeness

The platform does not guarantee:

  • complete accuracy,

  • complete neutrality,

  • complete issue coverage,

  • or complete representation of all viewpoints or developments.

Information, public events, political issues, and AI systems themselves may evolve rapidly over time.

AI Responses May Vary

AI-generated responses may:

  • change over time,

  • differ between sessions,

  • evolve as systems are updated,

  • or vary depending on prompts, context, or platform development.

Human Responsibility Remains Essential

Users remain responsible for:

  • verifying important information,

  • exercising independent judgment,

  • consulting qualified professionals where appropriate,

  • and making personal decisions based on their own values and understanding.

No Professional Advice

The platform does not provide:

  • legal advice,

  • medical advice,

  • financial advice,

  • mental health advice,

  • investment advice,

  • or political endorsements.

Evolving Platform Features

As CS2.0AI, GRES, Learning Lab systems, subscriptions, and AI-assisted interaction continue developing, platform capabilities and limitations may also evolve over time.

Acceptance of Limitations

By using AI-assisted features on the platform, users acknowledge and accept the limitations described in this disclosure.

Contact

Questions regarding this AI System Limitations Disclosure may be directed to:

Involved Voter LLC
4909 Park Dr N
Metairie, LA 70001
United States

david@commonsense20.com

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