6 Big Problems With OpenAI's ChatGPT

  • 6 Big Problems With OpenAI's ChatGPT

A lot of people have noted that ChatGPT has several significant flaws despite being a potent new AI chatbot that is fast to impress. You may ask it anything, and it will respond with an answer that appears to have been written by a human, having developed its writing and understanding by training on vast volumes of information from the internet.

But much like the internet, the boundary between reality and fiction is unreliable, and ChatGPT has made mistakes in this regard on several occasions. Here are some of our top worries as ChatGPT is poised to alter our future.

What Is ChatGPT?

What Is ChatGPT?

A sizable language model called ChatGPT was created to mimic the sound of real human speech. You may converse with ChatGPT just like you would with a human being, and it will remember what you have said in the past and be able to correct itself when necessary.

It was taught using a variety of internet content, including Wikipedia, blog postings, novels, and scholarly publications. This implies that in addition to responding to you in a human-like manner, it is also capable of retrieving historical data from our history as well as knowledge about our current reality.

It's easy to pick up how to use ChatGPT, and it's simple to believe that the AI system works without any problems. But in the months that followed, users from all across the world drove the AI chatbot to its breaking point, exposing some significant issues.

1. ChatGPT Generates Wrong Answers

It struggles with fundamental maths, is unable to comprehend straightforward reasoning, and will even present facts that are wholly untrue in its defence. As users on many social media platforms may attest, ChatGPT occasionally gets things wrong.

This shortcoming is acknowledged by OpenAI, which states that "ChatGPT occasionally writes plausible-sounding but incorrect or nonsensical answers." When it comes to matters like medical advice or getting the details of important historical events correct, this "hallucination" of reality and fiction, as it has been called, is particularly perilous.

ChatGPT doesn't search the internet for solutions as Siri or Alexa do, making it different from other AI assistants. Instead, it builds a sentence word by word, choosing the most likely "token" to appear after each one based on its prior experience. In other words, ChatGPT formulates an answer by a sequence of educated guesses, which explains in part how it can defend incorrect responses as if they were entirely accurate.

It's an effective learning tool that does a wonderful job of presenting difficult subjects, but you shouldn't take everything it says at face value. Currently, ChatGPT isn't always accurate.

2. ChatGPT Has Bias Baked Into Its System

The collective writing of people from the past and present served as the basis for ChatGPT's training. Unfortunately, this implies that the model is susceptible to the same biases that present in reality.

The firm is working to reduce the discriminatory responses that ChatGPT has been found to generate against women, people of colour, and other marginalised groups.

To point to the facts as the issue and attribute human error to the biases present on the internet and elsewhere is one method to explain this problem. But OpenAI, whose researchers and engineers choose the data that is used to train ChatGPT, also bears some of the blame.

Once more, OpenAI is aware of the problem and has said that they are tackling what they refer to as "biassed behaviour" by gathering input from users who are urged to flag subpar ChatGPT results.

You may make the case that ChatGPT shouldn't have been made available to the general public until these issues were investigated and fixed since they could endanger individuals. However, OpenAI could disregard prudence in the competition to be the first business to deliver the most potent AI technologies.

3. ChatGPT Might Take Jobs From Humans

The quick creation and adoption of ChatGPT have not yet caused the dust to settle, but a number of commercial apps have already included its basic technology. Duolingo and Khan Academy are two programmes that include the GPT-4.

The latter is a multifaceted educational learning tool, whereas the former is a language study software. Both offer what amounts to an AI instructor, either in the form of a character powered by AI that you may communicate with in the language you are learning. alternatively, as an AI instructor who may provide you with personalised feedback on your learning.

On the one hand, this may alter how we learn, thereby facilitating simpler learning and more access to education. The drawback is that this eliminates positions that humans have held for a very long period.

Jobs have always been lost as a result of technological innovation, but because AI is developing so quickly, many different industries are now experiencing this issue. ChatGPT and its underlying technologies are likely to fundamentally alter our contemporary environment, impacting everything from education to design to customer service professions.

4. ChatGPT Could Challenge High School English

ChatGPT Could Challenge High School English

You may ask ChatGPT to edit your writing or provide feedback on how to make a paragraph stronger. Alternatively, you may completely cut yourself out of the picture by asking ChatGPT to handle all of the writing.

When English assignments were fed to ChatGPT, teachers tried it out and found that the results were often superior to what many of their students could produce. ChatGPT is capable of doing everything without hesitation, from creating cover letters to summarising the main concepts of a well-known piece of literature.

That begs the question, would students still need to learn how to write in the future if ChatGPT can write for us? Although it may seem like an existential issue, schools will need to come up with an answer quickly once students begin utilising ChatGPT to assist them in writing their essays. Education is only one of the sectors that will be shocked by the increasing adoption of AI in recent years.

5. ChatGPT Could Cause Real-World Harm

As an example of how erroneous information provided by ChatGPT might affect people in the real world, we have noted that improper medical advice. However, there are also additional issues.

Scammers may easily pose as someone you know on social media thanks to how quickly natural-sounding material can be written. A similar benefit is that ChatGPT can create text that is devoid of grammatical errors, which used to be an obvious red flag in phishing emails meant to harvest sensitive information from you.

Another major worry is the dissemination of false information. Information on the internet will undoubtedly become much more shakier due to the scale at which ChatGPT can create content and its capacity to make even false information appear genuinely true.

A website devoted to provide accurate responses to common inquiries, Stack Exchange, has already experienced issues as a result of the speed at which ChatGPT can create information. Soon after ChatGPT's launch, users began clogging the website with the responses they requested ChatGPT to provide.

6. OpenAI Holds All the Power

OpenAI Holds All the Power

Since OpenAI has a lot of power, it also comes with a lot of responsibility. With not just one but several generative AI models, such as Dall-E 2, GPT-3, and GPT-4, it is one of the first AI businesses to actually shake up the world.

OpenAI selects the data that is used to train ChatGPT, but this decision-making process is private. We just don't know the specifics of ChatGPT's training, the data that was utilised, the sources of the data, or the architecture of the system as a whole.

Although safety is a top goal for OpenAI, we still don't fully understand how the models function, for better or worse. There isn't much we can do about it, whether you believe that the code should be released open source or that it should keep some of it hidden.

In the end, we must naively believe that OpenAI will ethically investigate, create, and use ChatGPT. Regardless of whether we concur with the approaches, OpenAI will continue to develop ChatGPT in accordance with its own objectives and moral principles.



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