As with any new innovation, there will be a plethora of errors, issues, system problems and limitations as listed below so before you utilize these systems such as ChatGPT, contact us to assist with your content needs.
Trending in the tech world and beyond is a system called Chat Generative Pre-Trained Transformer best known as ChatGPT. This innovation was released November 2022 by OpenAI, an artificial intelligence research company.
If you haven't heard of ChatGPT, is is an AI (Artificial Intelligence) chatbot system that interacts with humans in a conversational way. From answering follow-up questions to even admitting mistakes, ChatGPT coding is based on recognizing patterns with human assistance to perform in a useful and powerful way.
Humans for example, when we are born, we are practically clueless, however, we tend to develop intellectually based on our environment and the knowledge (data) provided to us by our parents/guardians and education. As adults, our learning continues daily from conversations, videos, and educating ourselves on something new. This is the premises of ChatGPT. It is continuously developing based on data and behavior.
Imagine changing your business to help clients/customers at any given time? ChatGPT has the capability to allow your business to have 24/7 support.
ChatGPT will assist in personalized conversations tailored to the individual user's experience
ChatGPT has the ability of cutting-edge natural language processing capabilities with highly accurate automatic responses
From writing letters, surveys, poetry, essays and more, ChatGPT is growing to provide uses with ChatGPT content with unlimited potential.
Oh my! Yes, ChatGPT can not only comprehend codes but can write codes including assisting developers in debugging codes.
One of the biggest limitations for ChatGPT is that it is simply NOT human. This is something that college students need to truly understand. ChatGPT may not (yet) be able to write in the same style or voice as your personality. Results, those who know your style will recognize the lack of authencity very quickly or the content developed may feel less personal or engaging.
ChatGPT sometimes writes plausible-sounding but incorrect or nonsensical answers. Fixing this issue is challenging, as: (1) during RL training, there’s currently no source of truth; (2) training the model to be more cautious causes it to decline questions that it can answer correctly; and (3) supervised training misleads the model because the ideal answer depends on what the models knows, rather than what the human demonstrator knows.
ChatGPT is sensitive to tweaks to the input phrasing or attempting the same prompt multiple times. For example, given one phrasing of a question, the model can claim to not know the answer, but given a slight rephrase, can answer correctly.
The model is often excessively verbose and overuses certain phrases, such as restating that it’s a language model trained by OpenAI. These issues arise from biases in the training data (trainers prefer longer answers that look more comprehensive) and well-known over-optimization issues.
Ideally, the model would ask clarifying questions when the user provided an ambiguous query. Instead, our current models usually guess what the user intended.
While we’ve made efforts to make the model refuse inappropriate requests, it will sometimes respond to harmful instructions or exhibit biased behavior. We’re using the Moderation API to warn or block certain types of unsafe content, but we expect it to have some false negatives and positives for now. We’re eager to collect user feedback to aid our ongoing work to improve this system.
Limitations Source: https://openai.com/blog/chatgpt/
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