Alignment Auditor

New Dataset Analysis

Upload a document or paste text describing a dataset. The AI will analyze it for biases, sources, and other key characteristics.

Dataset Details

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Dataset Source

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Dataset Description

The Alignment Auditor application is a research tool designed for analyzing, comparing, and storing the alignment of AI models. The primary "dataset" it handles consists of user-provided inputs and AI-generated analysis reports.

Data sources are exclusively from the user, entered via two methods: direct text input (pasting descriptions, questions, or context) or file uploads (text files, markdown, PDFs, or images containing system architecture or data descriptions).

The data collection process is manual; the user initiates all data entry. The application processes this input to generate several types of data:
1.  **AI Alignment Reports**: Includes numerical scores (performance, output, robustness), lists of misalignment issues, and suggested actions. This data is generated by the 'analyzeAiModel' AI flow.
2.  **Compliance Analysis Reports**: Identifies privacy risks, compliance gaps, and security recommendations from user documents. Generated by the 'analyzePrivacyAndCompliance' flow.
3.  **Educational Narratives**: Transforms user-provided text/documents into structured stories with introductions, timelines, and conclusions. Generated by the 'generateEducationalStory' flow.

All user data and generated reports are stored locally on the user's browser via localStorage. There is no server-side database; all data persistence is client-side.

Potential Biases & Limitations:
- **Input Bias**: The quality and objectivity of any analysis are entirely dependent on the user-provided input. If the input description is biased, the AI's analysis will inherit that bias.
- **Interpretation Bias**: The user's interpretation of the AI-generated results can be subjective.
- **Data Storage Limitations**: localStorage has size limits (typically 5-10MB), which restricts the number and size of reports that can be stored long-term.
- **No Cross-Device Sync**: Since data is stored locally, it is not available across different browsers or devices.

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