Wisent

Wisent: Unlock the Full Potential of Your AI with Representation Engineering

Wisent is pioneering representation engineering, offering unprecedented control over AI capabilities. It allows you to see inside the AI mind and shape its capabilities, transforming AI from a rigid tool into a flexible, adaptable system.

What is Wisent?

Wisent helps you unlock the untapped potential of AI by providing visibility into the internal workings of AI models. This allows you to precisely modify AI behavior, enhance its capabilities, and create AI systems tailored to your specific needs.

How Representation Engineering Works

Wisent's technology maps the internal representations within AI models, identifying key activation patterns. It then precisely edits these patterns to enhance or modify specific AI behaviors and capabilities.

The process involves:

1. Identify Patterns: Mapping the neural activations that correspond to specific behaviors.
2. Precise Modification: Surgically editing these patterns to enhance desired capabilities.
3. Enhanced Results: Producing outputs with the specifically enhanced capabilities.

Key Features and Benefits

• Creativity Enhancement: Improve the creative output of AI models.
• Technical Precision: Enhance the technical accuracy and reliability of AI responses.
• Safety Enhancement: Reduce hallucinations and ensure safer AI behavior.
• Domain Expertise: Customize AI models to excel in specific domains.

Integrate with Your Models

Wisent offers a straightforward API for integrating representation engineering into your applications. You can enhance open-source models with specific capabilities without the time and resource investment of traditional fine-tuning approaches.

import { WisentClient } from 'wisent';

// Initialize the client
const client = new WisentClient({
  apiKey: 'your_api_key'
});

// Simple example: Get activations
const activations = await client.activations.getActivations({
  model: 'llama-3-8b',
  text: 'Hello, world!'
});

// Basic inference example
const result = await client.inference.generateText({
  model: 'llama-3-8b',
  prompt: 'Write a short poem about AI',
  enhanceWith: 'creativity'
});

How Wisent Integrates With Your Stack

Wisent integrates with your existing LLM provider through a simple API. You can specify the capabilities you want to enhance or modify in your model and deploy the enhanced model in your application with the same familiar interface.

• Connect: Integrate Wisent with your existing LLM provider.
• Enhance: Specify the capabilities you want to enhance or modify.
• Deploy: Use the enhanced model in your application.

Why is Wisent important?

Wisent is important because it empowers you to take control of your AI models. By understanding and modifying the internal representations of AI, you can tailor AI systems to better serve your specific needs and unlock their full potential. It is a crucial step towards creating more reliable, adaptable, and effective AI solutions.

What models does Wisent support?

Wisent works with existing models, enhancing capabilities of popular models like GPT-4, Claude, and others without replacing your existing infrastructure.

Latest Insights on Representation Engineering

Stay updated with the latest research, trends, and applications in AI representation engineering through Wisent's articles and resources.

Get Started with Wisent

Transform what your AI can do by joining the pioneers who are redefining what's possible with AI through representation engineering.