AI and intelligence

Githubs Copilot AI has written over 30pc of all new code on the platform

The art of programming is being automated and while it will take a while AI's off to a good start.

Key takeaways

  • Copilot, which is a distant cousin of Microsoft’s skunk works DeepCoder project, is an AI tool that acts like predictive text for coders.
  • Checkout Copilot Oege de Moor, VP of GitHub Next, the team responsible for Copilot, told Axios yesterday that feedback for the tool has been largely positive, with half of the developers who tried it continuing to use it.
  • At its Universe 2021 annual event yesterday, GitHub announced upgrades to Copilot that would extend support to more programming languages, including Java.
Cite or link to this article

Griffin, M. (2021) 'Githubs Copilot AI has written over 30pc of all new code on the platform', 311 Institute, 9 November. Available at: https://www.fanaticalfuturist.com/2021/11/githubs-copilot-ai-has-written-over-30pc-of-all-new-code-on-the-platform/ (Accessed: 1 October 2026).

While I’ve spoken about semi and fully autonomous Artificial Intelligence (AI) “Robo-Coders,” such as Facebook's Transcoder, Google’s Bayou, Microsoft’s DeepCoder and OpenAI’s GPT-3, that can write their own code and compile programs with a few hundred lines of code from scratch, thereby automating many of the aspects of software development, this week code hosting service GitHub, owned by Microsoft, revealed that their AI assistant for programmers and citizen developers called Copilot is being used to write 30 percent of all new code on the platform.

Copilot, which is a distant cousin of Microsoft’s skunk works DeepCoder project, is an AI tool that acts like predictive text for coders. It is a programming assistant in GitHub’s visual studio code editor and gives users suggestions for lines of code or entire functions inside the editor.

Checkout Copilot

Oege de Moor, VP of GitHub Next, the team responsible for Copilot, told Axios yesterday  that feedback for the tool has been largely positive, with half of the developers who tried it continuing to use it.

“We hear a lot from our users that their coding practices have changed using Copilot,” he said. “Overall, they’re able to become much more productive in their coding.”

The tool is powered by the OpenAI Codex algorithm, a new AI system that was trained on a large dataset of public source code. OpenAI was founded in 2015 with the aim of ensuring that AI “benefits all of humanity,” and Microsoft invested over $1 Billion in the company a couple of years ago.

In a June interview with CNBC, co-founder and CTO Greg Brockman said OpenAI will release the Codex model for third-party developers to weave into their own applications later in the year, meaning that Copilot’s underlying technology won’t be exclusively for major investor Microsoft.

Microsoft in the meantime plans to continue working on developing “secure, trustworthy and ethical” AI to serve the public, while focusing on constructing new Azure AI supercomputing technologies.

At its Universe 2021 annual event yesterday, GitHub announced upgrades to Copilot that would extend support to more programming languages, including Java. Earlier this year, GitHub said its technical preview works well with Python, JavaScript, TypeScript, Ruby and Go. They also said they’re expanding Copilot’s support to Neovim and JetBrains, integrated development environments that assist programmers in software development.

“This is going to help bring this technology to a much broader audience,” de Moor said in the Axios interview, adding that it is part of GitHub’s effort to “make programming accessible to the next 200m developers.”

Naturally, AI assisted tools such as Copilot often prompt fears that the technology could one day replace human programmers by doing a job better but at the moment GitHub’s Copilot tool is designed to augment human workers rather than create original code. That said though by the end of the decade, if not earlier, it’s estimated that it, like it’s other Robo-Coder cousins, will be able to develop programs with thousands and even tens of thousands of lines of lines of code autonomously.

However, that said a New York University study in August found that approximately 40pc of the code produced by Copilot had cybersecurity flaws, so it’s handy that Microsoft also have an autonomous AI based debugger, and while software bugs are never great news it’s estimated that even the best human programmers have 70 bugs per 1,000 lines of code, according to data logging analytics company Coralogix.

So, as you can see, while programming continues its journey towards full automation there’s still a long way to go before humans are completely replaced by AI overlords and can relax on the beach while the machines take the strain.

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The art of programming is being automated and while it will take a while AI's off to a good start.

Matthew Griffin

About the author

Matthew Griffin Founder, President and Futurist, 311 Institute

Matthew Griffin is a multi-award winning Futurist and expert in Disruption and Innovation, Geopolitics, Leadership, and Technology, who NASA have described as a "walking encyclopaedia of the future" and a "futurist Polymath."

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Matthew Griffin is a multi-award winning Futurist and expert in Disruption and Innovation, Geopolitics, Leadership, and Technology, who NASA have described as a "walking encyclopaedia of the future" and a "futurist Polymath." 17-time best selling author of the "Codex of the Future" series, Matthew is the Founder, President and Futurist of the 311 Institute, a global Futures and Deep Futures advisory firm working with royal households, world leaders, G7, G20, and G77 governments, NGOs, and multi-national mid and mega cap firms to help them explore, shape, and lead the next 50 years of business and society.

An award-winning YouTube creator with over a million followers, with an unrivalled global reach and impact, Matthew is a highly sought-after international keynote speaker, lecturer, and mentor who collaborates with global leaders through the United Nations Alliance of Civilizations (UNAOC) and United Nations General Assembly (UNGA) to shape pivotal initiatives such as the UN’s AI for Humanity program, the United Nations Conference of the Parties (UN COP), and the World Economic Forum in Davos.

As the former Global Head of Cloud, National Security, and Enterprise Sales for companies including Atos, Dell-EMC, and IBM, Matthew has a proven track record of building multi-billion dollar business units and turning failing divisions into market leaders. His ability to identify, analyse, and communicate the implications of hundreds of emerging technologies and trends is unparalleled, and his insights are trusted by many of the world’s most respected organisations, including ABB, Accenture, Adidas, AON, ARM, BCG, Centrica, Citi, Coca-Cola, Dentons, Deloitte, Dow Jones, EY, Google, KPMG, Lego, Legal & General, LinkedIn, Microsoft, PepsiCo, Qualcomm, RWE, Samsung, Siemens AG and Siemens Energy, T-Mobile, UBS, VISA, Walmart, Workday, Worldpay and many others.

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Sources and further reading

  1. Copilot artificial intelligence coding github 9a202f40 9af7 4786 9dcb b678683b360f axios.com
  2. OpenAI Codex algorithm openai.com
  3. interview with CNBC cnbc.com
  4. 2021 10 27 everything new from universe 2021 github.blog
  5. 2108.09293 arxiv.org
  6. This is what your developers are doing 75 of the time and this is the cost you pay coralogix.com
  7. Coralogix coralogix.com

Source: first published by the 311 Institute on 9 November 2021. Cite as: Griffin, M. (2021). Githubs Copilot AI has written over 30pc of all new code on the platform. 311 Institute. https://www.fanaticalfuturist.com/2021/11/githubs-copilot-ai-has-written-over-30pc-of-all-new-code-on-the-platform/

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