OpenAI’s ChatGPT – 6 Big Problems With OpenAI’s ChatGPT
How many impressive responses can be believed by OpenAI’s new chatbot? Let’s look at ChatGPT’s sinister side. Readers like you assist in funding MUO.
We might receive an affiliate commission if you buy something after clicking on one of our website’s links. View More. Many people have noted that ChatGPT has some significant flaws despite being a potent new AI chatbot that is quick to impress.
You can ask it anything, and it will respond with an answer that appears to have been written by a human, having developed its writing and knowledge through training on vast amounts of information from the internet.
But just like the internet, the line between reality and fiction is unreliable, and ChatGPT has made mistakes in this regard on numerous occasions. Here are some of our top worries as ChatGPT is poised to alter our future.
What Is ChatGPT?
A sizable language model called ChatGPT was created to mimic the sounds of real human speech. You can 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 trained using a variety of internet texts, including Wikipedia, blog posts, books, and scholarly articles.
This means that in addition to responding to you in a human-like manner, it can also retrieve historical data from our past and information about our current world. It’s easy to pick up how to use ChatGPT, and it’s simple to believe that the AI system works without problems.
But in the following months, users worldwide pushed the AI chatbot to its breaking point, exposing some significant issues.
1. ChatGPT Generates Wrong Answers
Itfails at simple math, can’t seem to solve simple logic problems, and will even argue completely false facts. ChatGPT can make mistakes from time to time, as users on social media can attest. As stated by OpenAI, “ChatGPT occasionally writes plausible-sounding but incorrect or nonsensical answers.”
This blurring of fact and fiction, or “hallucination,” as it has been called, is particularly risky regarding matters like giving sound medical advice or accurately describing significant historical events. ChatGPT doesn’t search the internet for solutions like other AI assistants like Siri or Alexa do. Instead, based on its training, it builds a sentence word by word, choosing the most likely “token” to come next.
To put it another way, ChatGPT generates answers by making a series of educated guesses, which is one of the reasons it can present false answers as if they were entirely true. It’s a fantastic tool for learning because it can clearly explain difficult concepts, but you shouldn’t take everything it says at face value. At least for now, ChatGPT isn’t always accurate.
2. ChatGPT Has Bias Baked Into Its System
The collective writing of people in the past and present was used to train ChatGPT. Sadly, this implies that the biases present in the real world can also be seen in the model. The company is attempting to address the fact that ChatGPT has been shown to produce some appalling responses that discriminate against gender, race, and minority groups.
One way to frame this problem is to say that the data is the issue, attributing human nature to the biases on the internet and elsewhere. However, the data chosen by OpenAI’s researchers and developers to train ChatGPT also bears some of the blame.
Once more, OpenAI acknowledges this problem and claims to address it by gathering feedback from users who are encouraged to flag subpar ChatGPT outputs. You could argue that ChatGPT shouldn’t have been made available to the general public before these issues were investigated and fixed because they could endanger people.
OpenAI may ignore caution in the race to be the first business to release the most potent AI tools. In contrast, Google’s parent company, Alphabet, introduced a comparable AI chatbot in September 2022 under Sparrow.
However, it was purposely kept behind closed doors due to similar safety concerns. Facebook released the Galactica AI language model at about the same time, with the goal of assisting academic research. After receiving harsh criticism for producing inaccurate and biased results in connection with scientific research, it was swiftly recalled.
3. ChatGPT Might Take Jobs From Humans
The underlying technology behind ChatGPT is already being integrated into several commercial apps, but the dust has not yet settled after the quick development and deployment of the service. Khan Academy and Duolingo are two apps that incorporate the GPT-4. The latter is a tool for various educational learning, while the former is a language-learning app.
Both provide what is essentially an AI tutor in the form of a character that you can communicate within the language you are learning. Or as a tutor provided by AI who can provide personalized feedback on your learning. On the one hand, this might alter how we learn, possibly making education more approachable and a little simpler.
The drawback is that this eliminates jobs held by people for a very long time. Jobs have always been lost as a result of technological advancement, but due to the speed of AI development, this problem is now being experienced across many industries.
ChatGPT and the underlying technology will fundamentally alter every aspect of our contemporary world, from education to illustration to customer service positions.
4. ChatGPT Could Challenge High School English
You can request that ChatGPT edit your writing or suggest strengthening a paragraph. The alternative is to completely remove yourself from the situation and ask ChatGPT to handle all the writing.
English assignments have been fed to ChatGPT in an experiment by teachers, and the results have been superior to those of many of their students. ChatGPT can write cover letters, outline key themes in a well-known work of literature, and much more.
If ChatGPT can write for us, will students still need to learn how to write in the future? It might sound like an existential query, but schools will need to respond quickly when students start using ChatGPT to assist with essay writing. Education is just one of the industries that will be shocked by the recent rapid adoption of AI.
5. ChatGPT Could Cause Real-World Harm
Earlier, we discussed how ChatGPT’s inaccurate information could harm people in the real world, citing incorrect medical advice as an example. However, there are still other issues. Scammers can easily pose as someone you know on social media, thanks to how quickly natural-sounding text can be generated.
A similar benefit is that ChatGPT can produce text that is free of grammatical errors, which used to be an obvious red flag in phishing emails meant to extract sensitive information from you. Another major worry is the dissemination of false information.
Information on the internet will undoubtedly become even shakier due to the scale at which ChatGPT can produce text and its capacity to make even false information sound convincingly true. Stack Exchange, a website that offers accurate responses to common questions, has already experienced issues due to the speed at which ChatGPT can produce information. Soon after ChatGPT’s launch, users began clogging the website with the responses they requested ChatGPT to produce.
Maintaining a high standard of answers would be impossible without human volunteers to go through the backlog. Not to mention that many of the responses were just plain wrong. There is now a ban on all responses produced by ChatGPT to protect the website.
6. 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 companies to shake up the world truly.
OpenAI selects the data used to train ChatGPT, but this decision-making process is private. We don’t know the specifics of ChatGPT’s training, the data used, the data sources, or the system’s overall architecture.
Although safety is a top priority 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 made open source or that it should keep some of it secret.
Ultimately, we must blindly believe that OpenAI will responsibly investigate, create, and use ChatGPT. Regardless of whether we concur with the approaches, OpenAI will continue to develop ChatGPT according to its objectives and moral principles.
Tackling AI’s Biggest Problems
With ChatGPT, there is a lot to be excited about, but beyond its practical applications, some grave issues are important to comprehend. OpenAI acknowledges that ChatGPT can provide inaccurate and biased results but aims to address the issue by obtaining user feedback.
But those with bad intentions can easily use their capacity to produce persuasive text, even when the facts are false. It can be challenging to foresee future issues with cutting-edge technology. So, even though it might be entertaining, be careful not to take ChatGPT’s claims at face value.
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