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Plex: Simple and Transparent AI Bot Verification

Welcome to Plex, a lightweight and powerful tool for verifying the authenticity of AI-generated messages in the cryptocurrency ecosystem. By analyzing statistical patterns in AI outputs, Plex helps distinguish genuine bot-generated messages from potentially manipulated or malicious ones.

Building Trustworthy AI - Read on Mirror

Why Use Plex?

  1. Build Trust: Ensure AI-generated messages are authentic and reliable.
  2. Enhance Transparency: Promote trust in AI communications across the crypto landscape.
  3. Strengthen Security: Protect against manipulation by validating AI outputs with robust statistical methods.

What Does Plex Do?

Plex evaluates AI-generated messages by:

  • Analyzing log probabilities to assess the model's confidence in its predictions.
  • Calculating perplexity, a metric for determining how predictable the output is.
  • Generating a trust score to quantify authenticity.
  • Comparing outputs against trusted datasets to flag anomalies.

Quick Links

How It Works (Simplified)

  1. Submit Context and Output: Provide a sequence of input messages and the AI-generated output.
  2. Statistical Analysis: Plex evaluates the log probabilities of each token and calculates the perplexity of the message.
  3. Generate Trust Score: A trust score is computed, indicating the likelihood that the message originated from a legitimate AI model.

Features

  • Model Agnostic: Compatible with GPT-based models and any system that provides token-level log probabilities.
  • Simple API Integration: Easily integrate Plex with your crypto or AI applications.
  • Robust Analysis: Incorporates advanced statistical tests for reliable verification.
  • Lightweight and Fast: Minimal overhead for real-time validation needs.

Example Workflow

  1. Send a Request: Provide the AI context (message array) and the generated output.
  2. Get Results: Receive perplexity and trust scores as JSON responses.
  3. Evaluate Authenticity: Use the trust score to decide if the message is trustworthy.

API Overview

Endpoint: POST /calculate-trust

Request Body:

{
  "messages": [
    {"role": "user", "content": "What is Bitcoin?"},
    {"role": "assistant", "content": "Bitcoin is a decentralized digital currency."}
  ],
  "output": "It operates without a central authority."
}

Response:

{
  "trust_score": 0.87,
  "perplexity": 15.32,
  "using_default_key": false,
  "trust_classification": "HIGH",
  "trust_description": "The response appears highly reliable and consistent with expected AI behavior."
}

Get Started Today

Use Plex to bring trust, transparency, and security to your AI communications. Explore the API Documentation or dive into the Litepaper to learn more.