Constitutional AI is an emerging field that aims to ensure AI systems behave helpfully, harmlessly, and honestly. In this beginner’s guide, we will explore how to get started with Constitutional AI using tools from Anthropic, a leading AI safety startup.
What is Constitutional AI?
Constitutional AI refers to a research area focused on developing self-supervised learning techniques that help AI systems acquire socially beneficial goals without needing detailed instructions or oversight from programmers. The goal is to build AI that is robustly beneficial to humanity.
Getting Started with Anthropic
Anthropic is a startup working on tools and techniques for Constitutional AI. Their tools are freely available and easy to use, making them a great starting point for learning about this important field.
1. Sign Up for an Anthropic Account
Head to anthropic.com and sign up for a free account. This will allow you access to their AI safety research platform and tools.
2. Train a Constitutional Model with CLIP
CLIP (Contrastive Language-Image Pretraining) is Anthropic’s self-supervised model that understands language and vision. You can train new Constitutional AI models by fine-tuning CLIP on your own text prompts and guidance.
3. Deploy Models with Constitutional AI Techniques
Anthropic provides tools like Constitutional AI to help ensure the models you train behave helpfully according to a “constitution” of constraints and values. You can test and deploy models safely.
Constitutional AI holds great promise for developing advanced AI that is robustly beneficial. Anthropic’s freely available tools lower the barrier to participating in and experimenting with this important research area. I hope this beginner’s guide has provided a useful starting point for your own own own journey exploring Constitutional AI. Stay tuned for more advances in the field as work continues toward building powerful and helpful artificial intelligence.
Is Constitutional AI only about building helpful AI assistants?
While much of the current work focuses on conversational agents, the goal of Constitutional AI is to develop general techniques for aligning machine learning models and autonomous systems with human values. The techniques are applicable beyond just chatbots.
How can I get involved with research on Constitutional AI?
Anthropic is always looking for researchers interested in building a beneficial future with AI. You can check their career page for open roles, or express interest in their research internship program to potentially contribute to projects. Following their blog is also a great way to stay updated on the latest developments.