Techno Sensei 4 months ago

How ChatGPT can help you doing your task

Have any of you heard about ChatGPT? or another trained AI model? A language generation model called ChatGPT was created by OpenAI. It is based on the transformer neural network type's generative pre-trained transformer architecture. It can produce writing that resembles human speech in a variety of styles and formats because it was trained on a big sample of text.

So how big of a deal ChatGPT is? Elon Musk said “ChatGPT is scary good. We are not far from dangerously strong AI,” who was one of the founders of OpenAI. According to Sam Atman, ChatGPT had more than one million users in its first five days of launching. So yeah, it does make a splash.

Using humans as models, ChatGPT processes its environment intelligently and uses RHLF, or reinforcement learning with human feedback, to respond to changes with learned desirable behavior. It can give thoughtful comments on a variety of topics since it has been trained on a sizable amount of data and is still learning from the human expertise that users add. The model gains the ability to predict the following word in a sentence given the words that came before it during training. Finding the statistical connections between the terms in the dataset allows for this. After training, the model might produce new text by anticipating the following word in a phrase based on the previous ones.

It's been 2 years since it was released back in 2019 and people already make full use of it. Some of example of it is by @amasad he asked ChatGPT to find a bug in his code.


Chat GPT Source Twitter

@amasad Even said that

“ChatGPT could be a good debugging companion; it not only explains the bug but fixes it and explain the fix”.

Like @gabe_ragland did, others use ChatGPT to respond to coding-related inquiries. He wants to know how to use Tailwind to create a 3-column footer. He then requests a React version, more realistic copy, and mobile responsiveness as a follow-up. It hits the mark exactly.

Chat GPT Source Twitter

As you can see, ChatGPT is a major deal. It can perform a lot of tasks and provide answers to a lot of questions in a variety of different styles. However, like any other technology, ChatGPT has some drawbacks that you should be aware of when using it. Among them are:

  • Biased response because it was developed using a huge dataset, which could lead to stereotype bias.
  • A lack of context because the generated charts are dependent on the input and the pattern learned from training data. So occasionally it might be addressing irrelevant questions.
  • Limited comprehension of the world; unlike humans, because all of ChatGPT's information sources are dependent on training data, it might not have a thorough understanding of it.
  • Limited originality due to ChatGPT's sole reliance on training data, which limits its capacity for inventiveness.
  • Cost and computational resources. As we've already mentioned, ChatGPT has an exorbitant computational cost, which is why it will be monetized anytime soon.
  • Privacy issue, since ChatGPT was trained on a sizable dataset, privacy and security of the data used to train the model may be an issue.

Given that ChatGPT can provide us with false or irrelevant information, it's critical to always confirm the information it provides. Additionally, the ai isn't connected to the so the information he received was few years out of date.

We've seen what ChatGPT is capable of and its limitations; depending on the user, either of these outcomes could be good or negative. Some people use ChatGPT to make their lives easier by responding to emails, producing or summarizing articles, performing simple calculations, and other mundane but necessary tasks. On the other hand, a renowned underground hacker site saw the appearance of a thread titled "ChatGPT - Benefits of Malware" on December 29, 2022. The thread's creator explains that he was using ChatGPT for experiments in order to replicate malware strains and strategies that had been written about in research papers and articles on prevalent malware. The publisher, for instance, provides a sheet of Python code that looks for common file types, copies them to a random folder in Temp folder, zips them up, and uploads them to a hardcoded FTP site.

Chat GPT Technogaku

Summary

In summary, ChatGPT is a sophisticated chatbot that can assist you with daily tasks like drafting emails, performing complicated calculations, and language-related tasks like summarizations, translations, and sentiment analysis. By training it on a smaller dataset that is pertinent to the goal, it can even be fine-tuned to do a specific task, enabling the model to respond to text from a particular domain, such as the legal or medical fields. But despite all the benefits, there are still drawbacks. For example, ChatGPT can be used to construct destructive malware that harms both the user and others. Always do double check for every information it gives you, not all the information is wrong, but it can be wrong and biased, that’s why double check in every step is important.

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