June 2, 2023

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These are the 5 big problems with ChatGPT from OpenAI

ChatGPT is a powerful new AI chatbot that accelerates its impact, but many people have pointed out that it has some serious pitfalls. Ask him anything you want, and you’ll get an answer that sounds like it was written by a human whose knowledge and writing skills learned from plenty of information on the internet.

But just like on the Internet, truth and facts aren’t always self-evident, and ChatGPT is guilty of mistakes. With ChatGPT about to change our future, here are some of our biggest concerns.

What is ChatGPT?

ChatGPT is a large language learning paradigm designed to mimic human conversations. He can remember things you’ve said to him in the past and is able to correct himself if he’s wrong.

He writes in a human-like manner and has a wealth of knowledge as he is trained on all kinds of texts from the internet, such as Wikipediaand blog posts, books, and academic articles.

It’s easy to learn how to use ChatGPT, but it’s much more difficult to learn its biggest problems. Here are some things worth knowing.

1. A challenge to the Dutch language in high school

You can ask ChatGPT to proofread your writing or indicate how to improve a paragraph. You can also take yourself completely out of the equation and have ChatGPT write something for you.

teachers They tried feeding Dutch commands to ChatGPT and got better answers than many of their students could. From writing job applications to describing important topics in a popular literary work, ChatGPT can do it without hesitation.

This begs the question: if ChatGPT can write to us, should students continue to learn to write in the future? It may seem like an existential question, but as learners chat To help write their essays, schools will have to come up with an answer quickly. The rapid spread of artificial intelligence in recent years will shock many industries, and education is just one of them.

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2. Bias is ingrained in the system

ChatGPT is trained in mass writing for people all over the world, past and present. This means that the same biases found in the data can also exist in the model.

In fact, users have shown how ChatGPT can provide terrible answers, some of which discriminate against women for example. But this is just the tip of the iceberg. It can produce very harmful answers for a group of minority groups.

And it’s not just the data that’s to blame. OpenAI researchers and developers select the data used to train ChatGPT. To help what OpenAI calls “biased behaviour,” it asks users to provide feedback on poor results.

With the potential to harm people, ChatGPT should not be released to the public until these issues have been studied and resolved.

A similar AI chatbot called Sparrow (owned by Google parent company Alphabet) was released in September 2022. However, it was kept behind closed doors due to similar concerns that it could cause harm.

Maybe Meta should have been the headline for the warning, too. When it released Galactica, an AI language model trained on academic papers, it quickly got called out after several people criticized it for producing false and biased results.

3. ChatGPT isn’t always right

openai-chatgpt- artificial intelligence technology

He fails basic mathematics, cannot answer simple reasoning questions, and even goes so far as to state facts that are completely wrong. As social media users can attest, ChatGPT can be wrong more than once.

Open AI He knows about this limitation and writes the following: “ChatGPT sometimes writes answers that seem reasonable but are incorrect or don’t make sense.” These “hallucinations” of fact and fiction, as some scientists call them, are particularly dangerous when it comes to something like medical advice.

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Unlike other AI assistants like Siri or Alexa, Chat GPT does not use the Internet to search for answers. Instead, it builds a sentence word for word, choosing the “token” most likely to come next based on its training.

In other words, ChatGPT arrives at an answer through a series of guesses, which is part of the reason it argues wrong answers as if they were exactly right.

While he’s great at explaining complex concepts, which makes him a powerful teaching tool, it’s important not to believe everything he says. ChatGPT isn’t always correct – at least not yet.

4. OpenAI has all the power

With great power comes great responsibility, and OpenAI has great power. It’s one of the first AI companies to really rock the world with not one, but multiple AI models, including Dall-E 2, GPT-3, and now, ChatGPT.

OpenAI chooses what data is used to train ChatGPT and how it handles negative results. And whether we agree with the methods or not, it will continue to develop this technology according to its own goals.

While OpenAI is very focused on security, there’s a lot we don’t know about how models come to be. Whether you believe the code should be open source, or agree that sharing it should be kept private, there’s not much we can do about it.

In the end, we can only trust that OpenAI will research, develop and use ChatGPT responsibly. Instead, we can invite more people to have a say in the direction AI should evolve, so that we can share the power of AI with the people who will use it.

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5. It can cause real-world harm

Woman working on a laptop

We mentioned earlier how incorrect information by ChatGPT can cause harm in the real world, with the most obvious example being wrong medical advice.

There are also other concerns. Fake social media accounts are a huge problem on the internet and with the introduction of AI-powered chatbots, online scams will become easier to implement. The spread of misinformation is another concern, especially when ChatGPT makes wrong answers look convincingly good.

The speed with which ChatGPT can always provide incorrect answers has caused problems with Stack Exchange, a website where users can ask questions and get answers.

Shortly after it was introduced, ChatGPT answers were banned from the site because too many of them were wrong. Without enough human volunteers to sort through the backlog, it will be impossible to maintain a high quality of responses, thus ruining the website.

Tackle the biggest problems of artificial intelligence

There’s a lot to get excited about with ChatGPT, OpenAI’s latest development. But beyond the straightforward applications, there are some serious issues worth understanding.

OpenAI acknowledges that ChatGPT can produce harmful and biased responses, not to mention its ability to mix fact with fiction. With such a new technology, it is difficult to predict what other problems will arise. So until then, have fun exploring ChatGPT and be careful not to believe everything you say.