Will Chatbot's change our world?
Will ChatGPT change our world?
February 6, 2023
By Victor Fabry
There’s no doubt that you have heard a lot about the ChatGPT phenomenon. ChatGPT has become the latest Silicon Valley app with explosive potential for growth. This is defined by the term "virality", the ability of an image, video, or text to be spread?rapidly over the internet from user to user; the quality of being viral.
According to Reuters, OpenAI's ChatGPT is now the fastest-growing app in history, reaching 100 million active monthly users in the two months since its release. While new technologies are created all the time, few actually have the ability to disrupt our world, but generative AI tools can, and I believe ChatGPT will. This type of disruption is usually bought about by a breakthrough technology such as the transistor, internet, smart phone and electric vehicles. This new app may to change the information world as we know it.
Also contributing to OpenAI's success with users is the fact that it's totally free, a decision that has not only encouraged curious net users to give the chatbot a whirl but also given OpenAI an incredible mountain of new data, with which to train and improve its model. The company just announced a priority subscription plan called ChatGPT Plus. For $20/month it will offer users priority access. When too many users' slow response time, this plan will provide priority access and offer access to feature updates. ChatGPT is the first app to make it to market and it will no doubt begin as the segment leader. Clearly, it will soon be followed by products from other software developers, such as Google and Microsoft. ?
Their two products are Dall-E, an image generator and ChatGPT, a text generator. The Chatbot content creator has been discovered by businesses, educators and innovators everywhere. By entering just, a short description, these tools can create amazing results. They can create new content with surprising quality and speed.
But is this AI-powered tool primarily for students, fiction writers and internet publishers or is it also a powerful tool for business? Most of the early users experimented with the tool to write term papers and internet articles but the potential for creating business content is where is the future for chatbots.?As a business tool, it has the ability to create new content and invent new applications.
Now, entrepreneurs, big business and others are discovering the chatbot can be used for business applications and have begun experimenting with it to write memos; prepare job descriptions and performance plans. Without a doubt, whether we like it or not, AI is here to stay. We need to learn to use it and it will be an extension of our skills and expansion for our knowledge.
Think about the ways ChatGPT can be used to write cover letters, conduct research, write web content, generate product descriptions, map out meeting outlines, assist with coding or develop business plans for your business. It’s an app that can be accessed with a few taps and it’s still available as a free.
ChatGPT can?write emails and essays, poetry, answer questions, or generate lines of code based on a prompt. It can be used to develop virtual assistants or quickly answer customer queries and was quickly recognized for its detailed responses and articulate answers across many fields of knowledge, although with uneven factual accuracy.
Here are some sample business uses:
领英推荐
It is optimized by both supervised and reinforcement AI learning techniques. Part of its innovative design allows OpenAI to gather data from ChatGPT users that will be used to further train and fine-tune ChatGPT. Users are permitted to up-vote or down-vote the responses they receive from ChatGPT and they can also fill out a text field with additional feedback.
ChatGPT is fine-tuned using Supervised, as well as Reinforcement learning. Both approaches use human trainers to improve the model's performance. In the case of supervised learning, the model was provided with conversations in which the trainers performed as both user and the AI assistant. In the reinforcement step, human trainers first ranked responses that the model had created in a previous conversation.
These rankings were used to create 'reward models' that the model was further fine-tuned on using Proximal Policy Optimization PPO algorithms present a cost-effective approach to optimizing policy algorithms. These also eliminate many unnecessary computational operations, increasing application performance.
Considerations
Although the core function of a Chabot is to mimic a human conversation, ChatGPT is quite versatile. It has the ability to write and debug computer programs, compose music, write essays; answer test questions, write poetry and song lyrics, play games and create visual designs.
ChatGPT attempts to reduce harmful and deceitful responses. Unlike most chatbots, ChatGPT remembers previous prompts given to it in the same conversation. To prevent offensive results being produced by ChatGPT, queries are filtered through OpenAI's company-wide moderation API,?and potentially racist or sexist prompts are dismissed.
While ChatGPT is an amazingly accurate AI chatbot, it is still prone to errors. Although the rate at which it provides inaccurate information isn't alarming, it's important to verify the information that ChatGPT provides before using it.
Whether you're an experienced programmer or a novice, you're bound to run into a few bugs in your code from time to time. ChatGPT can help you narrow down the problem within your code, saving you hours looking for a misplaced comma. You can also write entire blocks of functional code snippets from scratch. However, deploying ChatGPT code to a production server without through testing and debugging, might not be a valid strategy.
While ChatGPT is indeed a game-changing AI product, it is still a work in progress. If you identify an email that is very long, that connects phrases that people usually say, into one long email, it may have been written by an AI Chatbot.
Conclusion
Can an AI chatbot like ChatGPT have its uses to produce a more efficient business administrative function? It looks promising, but if ChatGPT's produces languid automated creations, which mimics the content produced by humans, the results will be unacceptable. ?I predict the Chatbot app will evolve within a year or two, to become a standard business tool for corporate communications used by businesses large and small. Will Chatbots change your world, yes!?