AI coding assistants just leveled up, again…

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14 Dec 202304:51

TLDRThe video discusses the rapid advancement of AI in programming, highlighting the prediction that programmers may become obsolete within 5 years. It covers the impact of AI tools like GitHub Copilot, Google's Duet AI, and Jetbrains AI, which are increasingly integrating with IDEs and cloud services to assist in code generation and project management. The video emphasizes the potential for AI to transform the programming landscape, suggesting a future where AI could handle complex project requirements, but also encourages optimism, noting that engineers will continue to play a crucial role in innovation.

Takeaways

  • 😱 The founder of Stability AI predicts that programmers may become obsolete within 5 years due to the rapid advancement of AI in coding.
  • 📈 In just 2 years, AI code assistance has grown significantly, with 41% of code on GitHub now being AI-generated.
  • 🚀 Google's Duet AI has been released, offering an AI chatbot integrated into IDEs with a free version available until 2024.
  • 🌐 Duet AI's standout feature is its integration with Google Cloud, allowing direct management of cloud resources from the IDE.
  • 🔧 Google is also working on Project IDX, a cloud-based IDE with integrated AI and built-in emulators for iOS and Android.
  • 💡 Jet Brains announced their new AI tool, which offers a more natural and integrated experience compared to GitHub Copilot, at a monthly cost of $10.
  • 🧠 Jet Brains' tool is powered by their AI service, allowing for the use of multiple models, including the potential for custom fine-tuned models.
  • 💬 GitHub Copilot has upgraded to use GPT-4, introducing a dedicated chat window and workspace commands for context-aware code writing.
  • 🔍 Copilot now searches billions of files on GitHub to ensure code suggestions are licensed for use, reducing the risk of copyright infringement.
  • 🤖 The future of AI coding tools may include the ability to build complex projects from client requirements without manual coding.
  • 🌟 Despite the advancements, the video encourages programmers to stay optimistic as new technologies will continue to create opportunities for engineering and problem-solving.

Q & A

  • What is the ominous prediction made by the founder of Stability AI regarding programmers?

    -The founder of Stability AI predicted that there will be no programmers in 5 years due to the rapid advancement of AI in coding assistance.

  • How has the use of AI code assistance evolved since 2 years ago?

    -Two years ago, AI code assistance was not commonly used. However, since the launch of GitHub Copilot beta, it is now estimated that 41% of all code on GitHub is AI-generated.

  • What is the significance of the recent updates in GitHub Copilot, Google's Duet AI, and Jetbrains AI?

    -These updates represent the next generation of AI tooling in programming, which could potentially change the way developers write and manage code, and may even impact the job market for programmers.

  • How does Duet AI from Google differ from GitHub Copilot?

    -Duet AI offers integration with Google Cloud, allowing developers to manage cloud resources directly from the IDE, access documentation, and generate code samples for their projects. It also provides a free tier until it becomes a paid service at $19 per month.

  • What is unique about Jetbrains AI service compared to other AI coding assistants?

    -Jetbrains AI service allows the chatbot to be powered by multiple different models, which means it could be fine-tuned with a company's own codebase for more predictable responses based on coding conventions.

  • What new features has GitHub Copilot introduced with its upgrade to GPT 4?

    -GitHub Copilot now includes a dedicated chat window, workspace commands for context-aware code writing, and the ability to search across billions of files on GitHub to ensure licensing compliance.

  • What potential future developments for AI coding tools are discussed in the script?

    -The script discusses the possibility of AI tools running code, creating new files, and even building projects directly from client requirements. It also mentions the potential integration of tools that can convert screenshots into code.

  • What advice does the script give to programmers regarding the advancement of AI in coding?

    -The script advises programmers to stay optimistic, as even if programming becomes obsolete, there will still be a need for engineers to push the limits of technology and solve complex problems.

  • How does the script address the concern of AI tools suggesting code from repositories that may have licensing issues?

    -GitHub Copilot now searches across billions of files on GitHub to return licenses on similar code, helping developers ensure they are not inadvertently violating licensing agreements.

  • What is the significance of the transition from GPT 3.5 to GPT 4 for GitHub Copilot?

    -The transition to GPT 4 has significantly enhanced GitHub Copilot's capabilities, including the introduction of a dedicated chat window and more advanced code writing and searching features.

  • What is the potential impact of these AI coding tools on the job market for programmers?

    -While it's possible that the demand for programmers may decrease as AI tools become more capable, the script suggests that programmers could instead see increased salaries if many are discouraged from entering the field due to the advancements in AI.

Outlines

00:00

😱 AI's Impact on Programming: The Future of Coders

The founder of Stability AI predicts that programmers may become obsolete within 5 years due to the rapid advancement of AI in coding assistance. The video discusses the significant increase in AI-generated code on GitHub since the launch of GitHub Copilot beta, with 41% of current code being AI-generated. It introduces new AI tools such as Google's Duet AI, JetBrains AI, and updates to GitHub Copilot, highlighting their features, integrations, and potential implications for the future of programming.

Mindmap

Keywords

💡Stability AI

Stability AI is the company mentioned in the video whose founder made a prediction about the future of programming. The term refers to an organization that is likely involved in the development of AI technologies, and the mention of it sets the stage for discussing the impact of AI on programming jobs.

💡AI code assistance

AI code assistance refers to the use of artificial intelligence tools to aid in the writing and debugging of computer code. This technology is becoming increasingly prevalent, as evidenced by the rise in usage of GitHub Copilot, which is mentioned as generating a significant percentage of code on GitHub.

💡GitHub Copilot

GitHub Copilot is an AI-powered code assistant that helps developers write code by providing suggestions and autocomplete features. It is integrated into the coding environment and learns from vast amounts of existing code to generate suggestions.

💡Google's Duet AI

Google's Duet AI is an AI chatbot integrated into the development environment, providing developers with inline suggestions, intelligent code completion, and the ability to manage cloud resources directly from the IDE. It is noted for its free availability and potential to become a competitor to GitHub Copilot.

💡JetBrains AI

JetBrains AI refers to the suite of AI-powered tools developed by JetBrains, a company known for its IDEs. These tools enhance the coding experience by offering features like chat refactoring, documentation writing, and unit test creation. The AI service behind JetBrains AI allows for integration with multiple models, potentially including custom models tailored to specific coding conventions.

💡AI-generated code

AI-generated code is computer code that is created by artificial intelligence algorithms rather than human programmers. This technology is advancing rapidly, leading to concerns about the future job security of programmers, as AI tools like GitHub Copilot and Duet AI become more capable and prevalent.

💡IDE (Integrated Development Environment)

An Integrated Development Environment (IDE) is a software application that provides a comprehensive set of tools for software development. It typically includes a code editor, compiler, and debugger, and can be enhanced with AI-powered tools like Duet AI and JetBrains AI to assist with coding tasks.

💡AI chatbot

An AI chatbot is an artificial intelligence application designed to simulate conversation with human users, typically over text. In the context of the video, AI chatbots are integrated into IDEs to provide coding assistance, answer questions, and even engage in refactoring and documentation writing.

💡Code refactoring

Code refactoring is the process of restructuring existing computer code without changing its external behavior. The purpose is to improve the nonfunctional attributes of the software, making it easier to understand, maintain, and extend. AI tools like JetBrains AI can assist with this process by suggesting improvements and automating certain refactoring tasks.

💡Cloud IDE

A Cloud IDE is an Integrated Development Environment that runs on a remote server instead of on the user's local machine. This allows developers to access their development environment and tools from anywhere, often with additional features like live collaboration and access to cloud-based resources.

💡AI programming models

AI programming models refer to the algorithms and architectures used by AI systems to generate and understand code. In the video, models like GPT-4 and Gemini Ultra are mentioned, which are advanced AI models capable of generating code and providing coding assistance.

Highlights

The founder of Stability AI predicts that there may be no programmers in 5 years.

Two years ago, AI code assistance was not commonly used, but now 41% of all code on GitHub is AI-generated.

GitHub Co-pilot, Google's Duet AI, and Jetbrains AI were all launched recently, indicating a rapid advancement in AI programming tools.

Duet AI from Google is now generally available and can be integrated into IDEs, offering a chatbot and inline suggestions.

Duet AI's real killer feature is its integration with Google Cloud, allowing direct management of cloud resources from the IDE.

Google is working on its own cloud IDE called Project Index, which is integrated with AI and has built-in emulators for iOS and Android.

Jetbrains AI service allows the chatbot to be powered by multiple different models, potentially including custom fine-tuned models.

Jetbrains AI can perform tasks like chat refactoring, writing documentation, and generating commit messages.

GitHub Co-pilot has upgraded from using GPT 3.5 to GPT 4 and now includes a dedicated chat window.

GitHub Co-pilot's new workspace command allows searching all code files in a project for context-aware code writing.

Co-pilot can now search billions of files on GitHub to return licenses on similar code, reducing the risk of unauthorized code usage.

AI tools for programming are becoming increasingly sophisticated but still cannot build complex projects from scratch.

The future may see AI tools running commands, creating files, and conducting unit tests based on client requirements.

There are tools that can convert a screenshot into code, and these may be integrated directly into IDEs in the future.

Despite the advancements in AI programming tools, the essence of engineering and problem-solving will still require human engineers.

The rapid evolution of AI in programming suggests a future where traditional coding may become obsolete, but new technologies will demand the skills of engineers.

The video concludes with an encouragement for programmers to stay optimistic about the future and the role they will play in it.

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