OpenAI Codex has a broad knowledge of how people use code and is significantly more capable than GPT-3 in code generation, in part, because it was trained on a data set that includes a much larger concentration of public source code, Friedman explained. GitHub Copilot is a product of the partnership between Microsoft and AI research and deployment company OpenAI - which Microsoft invested $1 billion into two years ago.įriedman explained that “GitHub Copilot is powered by OpenAI Codex, a new AI system created by OpenAI.”

Not exaggerating, Copilot will be in top-3 tech developments of 2020s 🧵👇 I’ve used it inside MSR for months, watched it evolve, and discussed collabs. While not terribly nonpartisan by affiliation, Alex Polozov, a senior researcher at Microsoft Research, tweeted, “Not exaggerating, Copilot will be in top-3 tech developments of 2020s.” Here’s a thread with some examples that I found surprising. Some of the code suggestions it comes up with are eerily good. I’ve been testing #GitHubCopilot in Alpha for the past two weeks. GitHub Copilot has become an indispensable part of my programmer toolbelt.” “GitHub Copilot is particularly helpful when working on React components, where it makes eerily accurate predictions. “I’m impressed by how GitHub Copilot seems to know exactly what I want to type next,” said Feross Aboukhadijeh, founder of Socket, a maker of privacy and security software, in a statement. The technology is now in technical preview and, so far, is getting great reviews - as well as a bit of pushback - from users both inside and outside the Microsoft/GitHub fold. “As you type, it adapts to the way you write code - to help you complete your work faster,” he noted.

And, as it is machine learning-based, it learns as you use it. “GitHub Copilot draws context from the code you’re working on, suggesting whole lines or entire functions,” GitHub CEO Nat Friedman explained in a blog post introducing the technology.Ĭopilot helps developers to quickly discover alternative ways to solve problems, write tests, and explore new APIs without having to tediously tailor a search for answers on sites like Stack Overflow and across the internet, Friedman said. GitHub calls Copilot its AI pair programming companion for developers. Some catch my eye more than others, and GitHub’s Copilot is one of those eyecatchers. I’ve been covering this application development space for a long time and have seen a lot of breakthroughs.

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