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Can ChatGPT be used to solve Competitive Coding Problems?

Last Updated : 02 Aug, 2023
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For a very long time, human programmers have been the only ones allowed to compete in competitive coding, where they use their analytical thinking, coding knowledge, and problem-solving abilities to take on challenging tasks. However, the intriguing question of whether ChatGPT can be used to resolve challenging coding problems has arisen with the development of advanced AI models like ChatGPT. In this article, we'll examine ChatGPT's potential as a tool for competitive coding competitions and talk about its advantages, drawbacks, and potential uses.

Can-ChatGPT-be-used-to-solve-Competitive-Coding-Problems
Can ChatGPT be used to solve Competitive Coding Problems?

Understanding ChatGPT

Modern language model ChatGPT was created by OpenAI. It can produce human-like responses and engage in deep conversations after being trained on massive volumes of text data. ChatGPT has incredible capabilities that may be used to tackle a variety of computational issues, including competitive coding challenges, despite being primarily built for natural language processing and creation.

How to use ChatGPT to solve Competitive Coding Problems

Due to its ability for language comprehension and idea generation, ChatGPT can be a useful tool for programmers engaged in competitive coding. Listed below are several ways that ChatGPT might support competitive coding:

1. Idea Generation

Developing an ideal strategy is one of the essential steps in overcoming coding issues. By examining various algorithms, providing original ideas, and brainstorming potential techniques, ChatGPT can help with idea generation. Programmers can learn new things and find different ways to solve problems that they may not have thought of previously by interacting with ChatGPT.

Screenshot-2023-07-30-105959
Strategy Creation by ChatGPT
Screenshot-2023-07-30-110249
Steps or idea to solve the problem

2. Algorithm Validation

It is essential to confirm an algorithm's accuracy and effectiveness after it has been created. As a virtual code reviewer, ChatGPT can evaluate the suggested algorithm, offer suggestions, and flag any potential problems or inefficiencies. Programmers can increase their understanding of the current challenge and the methods they use by participating in this interactive process.

Screenshot-2023-07-30-102948
Algorithm Analysis Validation


3. Test Case Validation

In order to ensure that the solution is right, it is crucial in competitive coding to produce thorough test cases. By taking into account different edge situations, unique circumstances, and boundary conditions, ChatGPT can aid in the generation of test cases. Programmers can receive a variety of difficult test cases by making use of the language comprehension capabilities of the model, which will aid them in ensuring the reliability of their solutions.

Screenshot-2023-07-30-103729
Checking the Test Case in ChatGPT
Screenshot-2023-07-30-103742
Test Case Result

4. Performance Optimisation

In competitive coding, when time and space constraints are major factors, improving code efficiency is frequently essential. To improve code performance, ChatGPT can offer optimization, algorithmic improvements, or data structure changes. Programmers can investigate potential optimisation and find a balance between elegant and efficient code by working with ChatGPT.

Screenshot-2023-07-30-110835
Improve the code to optimize using ChatGPT
Screenshot-2023-07-30-111010
Optimized Code using ChatGPT

5. Bug Fixing

A bug is the most irritating problem that is faced by all programmers and the AI i.e. ChatGPT will help you to find and fix bugs to optimize and improve productivity.

bugfix
Bug Fixing Using ChatGPT


Advantages of Using Chat GPT to Solve Competitive Coding Problems

  • Time-saving: ChatGPT automates processes and gives users instant access to data, which frees up time for activities like content development and scripting.
  • Modern GPT Model: ChatGPT, which is based on GPT-3 and GPT-4, creates writings of a high caliber that are difficult to identify from information authored by humans.
  • Excellent for Learning: ChatGPT can aid users in honing their abilities by recreating messages in various styles or breaking down complex ideas into simpler terms.
  • Boost Content Quality: By using ChatGPT, content producers can improve the language, correct grammatical faults, and create more interesting and lucrative material.
  • Open for Fine-Tuning: Through active training and user input, ChatGPT's performance can be further enhanced.

Disadvantages of Using Chat GPT to Solvecaliber Competitive Coding Problems

  • Inaccuracies and Ambiguities: Chat GPT occasionally produces responses that are plausible yet inaccurate or absurd.
  • Doesn't Fully Satisfy Users' Search Intent: GPT material may need further customization in order to fully satisfy users' search intent.
  • Limited Knowledge of Recent Events: Chat GPT may not have the most up-to-date information because its knowledge is based on pre-2021 data.
  • GPT Plagiarism: GPT-generated content may be seen as plagiarised, necessitating extra precautions to prevent copyright problems.
  • Ethical Issues: Using Chat GPT creates ethical issues, especially in fields like counseling and customer support where human interaction is crucial.

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