聊天GPT：友还是敌？

Table of Contents:

1. Introduction
2. The Magic of Chat GPT
3. Generating Code with Chat GPT
   • 3.1 Building a Pong-Like Game
   • 3.2 Creating Classic Arcade Games
   • 3.3 Making Games More Popular
   • 3.4 Recreating Old PC Games
4. The Risks of Using AI for Coding
   • 4.1 Flawed or Inefficient Code
   • 4.2 Security Flaws
   • 4.3 Limited Knowledge and Outdated Techniques
5. The Developer's Responsibility
   • 5.1 Checking and Reviewing AI-Generated Code
6. The Benefits of AI in Coding
   • 6.1 Increased Productivity
   • 6.2 Access to Sample Code in Various Languages
   • 6.3 Partnership Between Developer and AI Assistant
7. The Future of Software Development
   • 7.1 GitHub COPILOT: Code Completion Tool
   • 7.2 Job Losses and the Role of Developers
8. Italy's Ban on Chat GPT
   • 8.1 Privacy Concerns and Investigations
   • 8.2 Compliance with GDPR
   • 8.3 Data Breach and Unsuitable Answers

The Magic of Chat GPT

Artificial intelligence has reached new heights with the latest version of chat GPT. Developed by OpenAI and backed by Microsoft, chat GPT utilizes an AI model called GPT4 to generate human-like responses. Pietro Scarano, a design leader at a business finance company, was amazed by how chat GPT could Create games like Pong, Asteroids, and Breakout within seconds. However, while the tool offers incredible capabilities, there are also risks and challenges associated with using AI for coding.

Generating Code with Chat GPT

Building a Pong-Like Game

Mr. Scarano wanted to develop a game similar to Atari's table tennis game from the 1970s. With chat GPT, he not only received recommendations on the best programming language but also received code for a simple version of the game in just 40 seconds. This demonstrates the efficiency and convenience of using chat GPT for game development.

Creating Classic Arcade Games

Chat GPT proved its versatility by generating code for classic arcade games like Breakout and Asteroids. While there are numerous code examples available online, chat GPT doesn't simply search the internet for answers. Instead, it uses its predictive capabilities to generate new and tailored code solutions for users.

Making Games More Popular

What sets chat GPT apart from traditional search engines is its contextual understanding. Mr. Scarano found that chat GPT could even provide insights into making games more popular, taking into account factors that a developer might overlook. This showcases the potential of using AI to create tailored instructions and recommendations.

Recreating Old PC Games

To push chat GPT's capabilities further, Mr. Scarano's colleague asked for a game with no existing code examples online. Despite the complexity and back-and-forth collaboration required, chat GPT was able to recreate a 3D PC game called Skyroads, demonstrating its adaptability and problem-solving abilities.

The Risks of Using AI for Coding

As promising as chat GPT may be, there are risks associated with relying solely on AI for coding.

Flawed or Inefficient Code

AI-generated code can often contain flaws or inefficiencies. Tony Smith, Chief Technology Officer at an organization specializing in data deletion, highlights the importance of reviewing code created by chat GPT. He discovered that the code generated to determine the number of days in a month had a subtle bug related to British summer time.

Security Flaws

Another concern with AI-generated code is the potential inclusion of security flaws. Chat GPT's lack of knowledge and exposure to events after 2021 means it might not be aware of new vulnerabilities or Current security techniques. Hackers can take AdVantage of these vulnerabilities to launch attacks.

Limited Knowledge and Outdated Techniques

Chat GPT's understanding is Based on the information available up until 2021. As a result, the tool may suggest outdated coding languages or techniques, leading to suboptimal code solutions that may not Align with current industry standards.

The Developer's Responsibility

While AI can assist in code generation, it is ultimately the responsibility of developers to review, check, and refine the code produced by chat GPT. Ensuring the quality, efficiency, and security of the code remains crucial, as AI-generated code is often seen as a starting point rather than a final product.

The Benefits of AI in Coding

Despite the challenges and risks, AI offers several benefits in coding.

Increased Productivity

Chat GPT's ability to generate code rapidly reduces development time significantly. What might take an experienced developer half an hour to write can be accomplished by chat GPT in a matter of seconds, allowing for increased productivity and efficiency.

Access to Sample Code in Various Languages

Developers no longer have to struggle to find code examples in different programming languages. AI assistants like chat GPT can provide developers with samples for various languages, eliminating the need to search and sift through online resources.

Partnership Between Developer and AI Assistant

The future of software development lies in the collaboration between developers and AI assistants. AI Tools such as GitHub Copilot demonstrate how code completion and assistance can enhance developers' capabilities, speeding up the coding process while maintaining the human touch.

The Future of Software Development

The future of software development is Shaped by the evolving relationship between developers and AI assistants.

GitHub Copilot: Code Completion Tool

GitHub Copilot is a commercial tool that automates code completion as developers work. While it uses a less accurate model compared to chat GPT, it still aids developers in coding faster. However, human code review, testing practices, and security measures remain essential to ensure the quality and security of the code.

Job Losses and the Role of Developers

While some fear that AI will replace junior roles by taking over repetitive coding tasks, experienced developers emphasize the unique problem-solving abilities and analytical skills that humans bring to the table. Developers play a crucial role in analyzing complex problems, finding solutions beyond code generation, and ensuring the overall quality of software development.

Italy's Ban on Chat GPT

Italy has taken a bold step in becoming the first Western country to block chat GPT due to privacy concerns. The Italian data protection authority is investigating OpenAI, the creator of chat GPT, for potential violations of privacy laws and the General Data Protection Regulation (GDPR). The authority raises concerns regarding the mass collection and storage of personal data, a data breach involving user conversations and payment information, as well as unsuitable answers provided to minors.

As the debate around AI systems and their impact continues, it is crucial to strike a balance between innovation, privacy, and accountability. The development and usage of AI should be guided by ethical considerations and compliance with regulations to ensure the responsible and beneficial integration of AI in coding and other areas of technology.

FAQs:

Q: Can chat GPT generate code for complex modern games? A: While chat GPT may not be able to create modern console games from scratch, it can assist in developing parts of a major game or creating other types of software.

Q: Are there any security risks associated with using AI-generated code? A: Yes, AI-generated code can potentially include security flaws and vulnerabilities. It is important for developers to review and test the code thoroughly to ensure the absence of any security risks.

Q: Will AI code generation lead to job losses for developers? A: While some repetitive coding tasks may be automated by AI, experienced developers still play a crucial role in problem-solving, analyzing complex issues, and ensuring the overall quality of software development. Junior roles may be affected, but developers who bring unique skills beyond code generation will continue to be in demand.

Q: Why did Italy ban chat GPT? A: Italy's data protection authority raised privacy concerns regarding the mass collection and storage of personal data, a data breach, and unsuitable answers provided to minors. The ban aims to address these concerns and investigate OpenAI's compliance with privacy laws and GDPR.