Meta’s Self-Taught Evaluator: An AI That Can Write Its Own Code

Amit Rai
3 min readSep 12, 2024
Generated by DELLE-3

What if I told you that AI could now not only write its own code but also evaluate and improve it all by itself? Sounds unbelievable, right? Well, this is not a dream anymore-its reality. Introducing Meta’s Self-Taught Evaluator, technology that is the begnining of a new era in Artificial Intelligence (AI). This is not an improvement in AI coding, it’s a complete change in how we precieve the role of machines in software development

Let’s explore about this technology more

What is Meta’s Self-Taught Evaluator all about?

Simply put, Meta’s Self-Taught Evaluator is an AI that doesn’t just allow instructions but learns from its own experince. It write code, check its quality, and refines itself over time without needing human feedback. At present, most of the AI systems relied heavily on human supervision to improve and correct thier mistakes. But Meta’s innovation changes the game-it can now learn, adapt, and correct itself.

How Does It Work? and Why It’s Different?

It begin with a ‘seed’ language model, which is essentially a basic AI that already understand how human think and interact. This model is exposed to large set of human-written instruction, or tasks, and the evaluator…

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Amit Rai

AWS Architect | AWS DevOps | Developer | Generative AI | Enthusiastic Writer | www.linkedin.com/in/amitraikkr