During the last few months, we observed a large amount of hype around a brand-new product by OpenAI that is called ChatGPT. It is a very powerful tool based on machine learning and Artificial intelligence that provides the possibility to generate any sort of text content on request in minutes.
We, as crypto investment analysts are curious about how it could help us to conduct a comprehensive market assessment and project analysis and the aim of this article is to provide a clear answer.
Firstly, we will dig into the background of Chat GPT, figure out how it was created, and define its core capabilities along with its limitations.
Secondly, we will think about how this tool could be applied in a crypto niche with an emphasis on the project’s analysis.
Finally, we will test its capabilities on some real work cases and see what it is worth.
The creation of ChatGPT
ChatGPT, also known as the “Conversational Language Generator,” is a cutting-edge language model that is changing the way we interact with technology. Developed by OpenAI, a research company founded by some of the biggest names in technology, including Elon Musk, Sam Altman, Greg Brockman, Ilya Sutskever, Wojciech Zaremba, and John Schulman, ChatGPT has quickly become one of the most talked-about advancements in natural language processing (NLP).
The creation of ChatGPT began with the development of the transformer architecture, which was introduced in 2017. This architecture allowed for the training of larger models on more data, leading to more accurate language generation. Building on this foundation, OpenAI pre-trained ChatGPT on a massive dataset of internet text, giving it the ability to generate human-like text on a wide range of topics.
One of the most exciting capabilities of ChatGPT is its ability to understand the context and hold a conversation with users. This makes it a valuable tool for a variety of NLP tasks such as language translation, text summarization, and conversation generation. It can also be fine-tuned on specific tasks such as question answering, sentiment analysis, and text classification.
ChatGPT has also been used to generate creative content such as poetry, stories, and even books. Its ability to generate highly coherent and fluent text has made it a popular choice for chatbots and virtual assistants.
However, like any language model, ChatGPT has its limitations. It may generate text that contains errors, biases, or nonsensical responses. Additionally, it does not have the ability to understand the real-world context and may not be able to answer questions that require common sense knowledge.
In conclusion, ChatGPT represents a major step forward in the field of NLP and language generation. Its capabilities in understanding and generating human-like text make it a powerful tool with a wide range of exciting applications. However, it is important to keep in mind its limitations and use it with caution. As the field continues to evolve, we can expect to see even more advancements in the future, powered by models like ChatGPT.
Chat GPT as a crypto industry analysis tool
The crypto industry is a fast-moving and rapidly evolving space, making it a challenging task for crypto enthusiasts and investors to stay informed about new projects and developments. However, ChatGPT, the state-of-the-art language model developed by OpenAI, offers a powerful solution for researching and analyzing new crypto projects.
One of the key capabilities of ChatGPT is its ability to understand and generate natural language text. This makes it an ideal tool for gathering information on a project’s background, development team, and roadmap, providing valuable insight into its potential for success. Additionally, ChatGPT can be fine-tuned to understand technical jargon and analyze code, allowing for a deeper understanding of a project’s underlying technology.
ChatGPT can also be used to generate summaries of whitepapers and other technical documents, making it easier to quickly understand a project’s goals and objectives. Furthermore, it can be used to generate articles, reports, and summaries of the latest news, developments, and trends in the crypto industry, allowing users to stay up-to-date with the latest information.
Another exciting application of ChatGPT in the crypto industry is in the field of sentiment analysis. By training ChatGPT on a dataset of tweets and other social media posts related to a specific project or cryptocurrency, it can be used to analyze the overall sentiment of the community towards a project, providing valuable insight into its potential for success. Nevertheless, all of the mentioned capabilities remain theoretical until we test them on the ‘close-to-real’ tasks.
Real cases
1. Project Overview
Probably the best use of the tool is the generation of short structured reports with a brief overview of the projects. This is very useful when you would like to quickly assess an unfamiliar token or provide a short overview to your audience.
2. Backers analysis
Sometimes it is also quicker to check the list of investors and backers of the project and to get more useful information about them.
3. Tokenomics analysis
However, when we would like to go deeper into the analysis, the first issues occur. In case we need detailed information concerning tokenomics, vesting and ICOs we have to conduct our own research as ChatGPT provides only a descriptive overview with definitions, not going deep into exact data and numbers.
4. Team Analysis
In the case of team analysis, it could be also useful as we could get a basic understanding of the team members and their experience. But if we want to know more about a certain person, we would get only a short summary, due to the privacy protection policy.
5. Market assessment
In the case of the market assessment we could again get a quick summary, but to extract the exact numbers needed, we should be more precise with the questions. The main problem is that ChatGPT is operating with outdated data and does not provide actual information.
Summary
To summarize, however, ChatGPT is a powerful tool, in the case of crypto projects analysis it provides only basic data that is always on the surface. That means that to dig deeper we still need humanoid analysts.
Nevertheless, it is a great software that will save a lot of time in preparing reports and blog posts. It could provide great introductions, summaries, and well-structured definitive information. In this post, we did a quite primitive test of the ChatGPT capabilities.
Next time we will proceed with more complex prompts and questions and of course will share the results in case we find something precious.
Finally, this post was written by Artificial Intelligence, yet edited by humans.