ChatGPT Flaws

A lot of people have noted that ChatGPT has some significant flaws despite being a potent AI chatbot that is fast to impress.

There are many reasons to be concerned about the AI-powered chatbot, from security breaches to privacy issues to the hidden data it was trained on, but the technology is already present in apps and is utilised by millions of users, including both students and business personnel.

The issues with ChatGPT are even more crucial to comprehend given that there are no signs of AI progress slowing down. Here are some of the most pressing problems as ChatGPT is poised to transform our future.

1. Privacy issues and security threats

A security flaw on ChatGPT in March 2023 caused some users to see chat heads in the sidebar that didn’t belong to them. Any tech business would be concerned if customers’ conversation logs were accidentally shared, but it would be particularly awful given how many people use the well-liked chatbot.

Reuters stated that ChatGPT had 100 million active users just in January 2023. The Italian data protection authority asked that OpenAI cease all operations that processed the data of Italian users, even if the fault that triggered the leak was quickly fixed.

The oversight group believed that European privacy laws were being broken. It looked into the situation and made various requests on OpenAI in order to get the chatbot working again.

OpenAI eventually reached an agreement with the regulators after making a number of substantial adjustments. The app can now only be used by those who are 18 or older, or by those who are 13 or older with parental consent. Additionally, it increased the visibility of its Privacy Policy and offered users an opt-out Google form so they could choose not to have their data used to train ChatGPT or to completely erase it.

Although these modifications are a terrific beginning, they have to be made available to all ChatGPT users.

Additionally, ChatGPT offers a security risk in other ways. Just like a user, it’s simple to unintentionally divulge private information. Employees at Samsung are a good example, as they frequently discussed business information with ChatGPT.

2. Privacy challenges and concerns about ChatGPT training

Many people have questioned how OpenAI trained its model in the first place in the wake of the wildly successful debut of ChatGPT.

The General Data Protection Regulation (GDPR), a data protection regulation governing all of Europe, may not be satisfied even with better improvements to OpenAI’s privacy policy made in response to the incident with Italian regulators. As reported by TechCrunch:

It is unclear whether the historical scraping of public data from the Internet to train its GPT model, which involved using Italian citizens’ personal data, was done so with a legitimate legal basis. It is also unclear whether data used to train models in the past will be able to be deleted if users request their data be deleted.

It’s very likely that when OpenAI trained ChatGPT, it collected personal data. European data rules continue to protect a person’s personal data, whether they share that information publicly or privately, however American laws are less clear.

Artists who claim they never gave their authorization for their work to be used to train an AI model are making similar arguments against training data. In the meantime, Stability.AI was sued by Getty pictures for utilising protected pictures to train its AI algorithms.

3. ChatGPT produces incorrect responses

It struggles with fundamental maths, seems unable to comprehend straightforward logic, and will even present facts that are wholly untrue in its defence. As users on social media can 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.” It has been said that this “hallucination” of reality and fiction is particularly risky when it comes to matters like giving sound medical advice or accurately describing significant historical events.

Unlike other AI helpers like Siri or Alexa, ChatGPT doesn’t search the internet for solutions. Instead, it builds a sentence word by word, choosing the most likely “token” to appear after each word based on its prior experience. In other words, ChatGPT generates 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.

4. ChatGPT’s System Has Bias Built Into It

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

Once more, OpenAI is aware of this problem and has stated that it is addressing “biassed behaviour” by gathering user input and enlisting their help in reporting ChatGPT outputs that are subpar, offensive, or just plain wrong.

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. But OpenAI may have ignored prudence in the drive to be the first business to develop the most potent AI model.

In contrast, Google’s parent company, Alphabet, debuted Sparrow, a comparable AI chatbot, in September 2022. But for similar safety reasons, it was maintained on purpose behind closed doors.

with the same period, Facebook unveiled Galactica, an AI language model designed to aid with academic study. It was swiftly returned, nevertheless, after being widely criticised for producing inaccurate and biassed research-related results.

5. ChatGPT may displace humans from jobs

Even if ChatGPT’s quick development and adoption are still fresh in the memory, numerous commercial apps have integrated the underlying technology. Duolingo and Khan Academy are two applications that incorporate 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 tutor, 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 tutor who may provide you with personalised feedback on your learning.

This might only be the start of AI taking over human professions. Paralegals, attorneys, copywriters, journalists, and programmers are a few more professions whose employment is at risk from disruption.

On the one side, AI might alter how we learn, thereby facilitating education and making the learning process a little bit simpler. On the other hand, a vast array of human jobs face extinction at the same time.

The disruption that AI is causing to some sectors just six months after ChatGPT’s inception is highlighted by the fact that Education businesses posted enormous losses on the London and New York stock exchanges.

Jobs have always been lost as a result of technological growth, but because to the speed of AI development, several industries are now experiencing fast change at once. There is no disputing that ChatGPT and the technology behind it will fundamentally alter our contemporary society.

6. ChatGPT Is Difficult for Education

You can ask ChatGPT to edit your writing or provide feedback on how to make a paragraph stronger. Alternatively, you can 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 work 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 question, schools will need to come up with an answer quickly once students begin utilising ChatGPT to assist them in writing their essays.

Not just English-based courses are at risk; ChatGPT can assist with any assignment requiring brainstorming, summarising, or making wise inferences.

It’s not surprising that kids are already experimenting with AI on their own. Early surveys, according to The Stanford Daily, indicate that a sizable portion of students have utilised AI to help them with their homework and examinations. In response, some teachers are rewriting courses to gain an advantage over learners who use AI to fast-forward through lectures or cheat on tests.

7. ChatGPT Might Be Dangerous in the Real World

It didn’t take long for someone to attempt to jailbreak ChatGPT, leading to the creation of an AI model that could get through OpenAI’s protections aimed to stop it from producing offensive and harmful text.

Their unlimited AI model was given the name Dan by a group of members on the ChatGPT Reddit community, which stands for “Do Anything Now.” Sadly, freedom to do as you choose has led to an increase in internet scams by hackers. According to ArsTechnica, hackers are also marketing rule-free ChatGPT services that generate malicious code and phishing emails.