In recent years, the development of AI and the web has attracted a lot of attention, and they are being used everywhere in our lives. One of the most famous is “ChatGPT”. I think most people have heard of it, and many of them are already using it. So, do you know about “OpenAI”, which is closely related to ChatGPT? I think there are many people who have heard the word but don’t really understand it. In fact, “OpenAI” is an organization that researches and develops various tools and services.
In this article, we will explain an overview of OpenAI, why it is attracting attention, the services it provides, and how companies can use OpenAI tools.
What is OpenAI?
“OpenAI” has been heard a lot lately, but many people may have heard of it but don’t know what it is. In fact, it is an organization that develops and provides various AI-related tools.
An organization that conducts research and development of artificial intelligence
OpenAI is an American organization that researches artificial intelligence (AI) and develops related tools. We gather the world’s highest level AI researchers and engineers and conduct research and development with the aim of bringing benefits to humanity by spreading AI technology safely and over the long term to the world. We aim to make it easier for anyone to use AI by developing and providing open source AI technology, including the popular ChatGPT, which is now attracting attention around the world.
OpenAI has also partnered with Microsoft to conduct AI research and deployment, and uses Microsoft’s cloud platform Azure for training AI models.
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Founding of OpenAI
It was founded in 2015 as a non-profit research institute by Sam Altman, an American startup investor, Elon Musk, CEO of Twitter, Reid Garrett Hoffman, founder of LinkedIn, and others. It was done. Currently, Sam Altman is the representative, and it has become famous as a commercial company that develops AI. Although we aim to benefit humanity as a whole by developing advanced AI technologies in a safe and ethical manner, we also focus on the social issues that AI poses. Therefore, it is characteristic that we are also working on contributing to society by utilizing AI.
Why is OpenAI attracting attention?
OpenAI is researching artificial intelligence (AI) and developing related tools, which are now being used in a variety of situations. Many people and companies are paying attention to it, and we will explain the factors that are attracting attention.
Continually advancing AI research and service development
As I mentioned earlier, researchers and engineers from all over the world gather at OpenAI and conduct research and development on a daily basis. AI is currently evolving at a rapid pace, and it is said that many of the tasks currently performed by people will be able to be performed by AI in the near future. We are constantly researching AI, which continues to advance, and are working to create a future where people’s jobs are taken away, but instead to use AI to enrich people’s work and lives. That’s what I’m doing.
A system with high flexibility and the ability to learn using data
The systems developed by OpenAI are highly flexible. It is designed to receive various types of data, and can be used to expand functionality to different AI systems and apply to new fields.
It also has the ability to learn using data, making it possible to make advanced predictions and judgments by learning using vast amounts of data. As a result, AI can autonomously learn on its own, and is expected to be used in a more sophisticated manner than ever before, allowing it to be used in a variety of daily life and business situations.
Providing an open source platform
OpenAI provides tools and other tools that it has researched and developed as open sources so that people around the world can utilize them. We have also released a platform called “Open AI Gym”, making it easier for more people to get involved with AI. It can be used in a variety of everyday situations, and since it provides an API, it can be easily incorporated into applications, making it easy to incorporate it into business. We are providing AI technology correctly so that it can contribute to society as a whole.
Services provided by OpenAI
We conduct research and development of AI with the aim of bringing benefits to humanity, and tools that can be used in various business situations are provided. Here we will explain the following five.
Chat GPT
ChatGPT is an AI chatbot that answers various questions and requests in text. It is capable of providing sophisticated answers to the questions you input, and has functions that make it feel like you are having a conversation with a human. Because it uses advanced natural language processing technology, it can flexibly generate answers while understanding the meaning and context of the sentence.
In addition, since it learns from a huge amount of data and information such as web pages, news, and blog articles spread all over the world, it can respond to a wide range of questions. Since it uses technology based on machine learning, there are limits to the accuracy of the information, but it is a tool that can be used in a variety of situations.
Whisper
Whisper is a speech recognition model that can transcribe audio data. AI is now able to recognize human voices and convert voice data into text data. It is trained using 680,000 hours of audio data collected from the web, and is capable of not only speech translation and language identification, but also multilingual speech recognition. Of course, it also fully supports Japanese, and Japanese audio data can be replaced with Japanese text.
Open AI Gym
Open AI Gym is a platform service provided by OpenAI that allows you to simulate reinforcement learning.
Reinforcement learning refers to “machine learning” in which data is given to an AI or computer called an “agent (learner)” to make it learn. This is a learning method in which the agent learns by utilizing the data provided, repeating actions to achieve the goal, and maximizing the value of the data.
Open AI Gym has games such as CartPole problems and block breaking, and it is possible to simulate reinforcement learning from these games. Since various reinforcement learning environments are provided as standard, you can generate and try out reinforcement learning environments immediately after installation, making it very easy to simulate reinforcement learning.
DALL・E2
DALL・E2 is an advanced image generation model that can generate highly realistic images by inputting text. You can create highly accurate images based on the input text, and you can also create different variations of the created images by changing the composition etc. DALL・E2 also allows you to create variations of your own images. In addition, it also has functions such as deleting part of an image and editing that part using AI, and editing the background of the image using AI.
Depending on the content of the image, you may need to be careful about copyright, etc., but by making good use of DALL/E2, you can create highly accurate images that match your wishes.
OpenAI API
OpenAI API is an artificial intelligence API provided by OpenAI.
API
is an acronym for “Application Programming Interface” and refers to an interface that connects software, programs, and web services. An interface refers to some kind of “contact point” and has the meaning of connecting two things. In other words, by using APIs, applications and software can be connected to programs, and functions can be used in conjunction with other systems and services.
By leveraging the OpenAI API, you can enhance existing services or create new web service applications using the artificial intelligence capabilities provided by OpenAI. For example, tasks such as text generation, question answering, and translation can be entrusted to AI, making it possible to make full use of AI’s capabilities for a variety of services and applications.
“ChatGPT” is attracting particular attention
There are a variety of tools available, but the most talked about one is ChatGPT. It is attracting attention from many users, and here we will explain why it is attracting attention. The main reasons why ChatGPT is attracting attention are as follows.
You can have a conversation as if you were talking to a human being.
Unlike traditional chatbots, ChatGPT allows you to converse as if you were talking to a human. Traditional chatbots can provide answers to preset questions, but it is difficult to answer questions that were not expected. However, because ChatGPT uses advanced natural language processing technology, it can flexibly generate answers while understanding the meaning and context of the sentence, allowing chatbots to function as if they were having a conversation with a human. It has both.
Able to respond flexibly to various questions
ChatGPT learns from a huge amount of data and information such as web pages, news, and blog articles spread all over the world, so it can flexibly answer questions in a variety of genres. In addition to answering questions, it also handles a variety of other tasks. The following are examples of tasks that can be handled.
Although it is able to respond flexibly to a variety of issues, there are still aspects of it that are still under development, such as the level of detail of the information, and the lack of clear information sources in terms of accuracy. It is a useful tool in many situations, but it must be used with caution.
Anyone can use the feature for free
Anyone can use ChatGPT for free by registering using their email address. The functions mentioned above can be used at any time for free, so they can be useful in daily life and business situations.
By the way, there is also a paid plan called “ChatGPT Plus” that costs about 3,000 yen per month. Compared to the free version, the accuracy of answers, reliability of information, and creativity have improved, making it possible to respond to more specialized and complex questions. Additionally, the time between entering text such as a question and receiving an answer is faster than when using the free service, making interactions with AI even faster. Furthermore, if you use the free service, it may be difficult to access when there are many users, but if you use the paid service, you will have priority access even during peak access times. It is expected that new features will be added to the paid plans in the future.
If you want to make more advanced use of it, or if you want to make the most of it to improve your company’s work efficiency, we recommend using a paid plan.
How can companies use OpenAI tools?
Tools researched and developed by OpenAI, such as ChatGPT, are extremely useful for living more efficiently in daily life and business situations. Now, I will explain in what situations you can use these tools if your company wants to use them. It can mainly be used in the following situations. If you don’t know how to use it in your company, please use it as a reference.
Gather information about what you want to investigate
ChatGPT is trained on a huge amount of data on the Internet, so you can research content in a variety of genres, making it perfect as an information gathering tool. If you enter what you want to know or keywords you want to search, it will collect information from data on the Internet. With regular web searches, you have to select the information you want from various search results, but with ChatGPT, you can easily extract the information you want, so you can get information quickly. .
However, the data that ChatGPT is learning is up to September 2021, so you need to be careful about how recent the information is. Also, the quality of the answers will vary depending on how you ask the questions, so you must be careful about the accuracy of the information.
Creating sentences
It will also help you create documents, which can help improve your work efficiency.
For example, in a business setting, you often send e-mails to customers or business partners. Creating long emails by yourself can be surprisingly time-consuming, but by using ChatGPT, you can create business emails.
We create business emails tailored to a variety of situations, such as thank you emails after a visit, follow-up emails after a business deal is concluded, and emails apologizing for any inconvenience caused.
You can also create blog articles and columns to be posted on your company’s website. Although you need to clearly give instructions such as the main keyword, number of characters, and content, it is very convenient because it automatically creates sentences for you.
Proofreading the text
It will also help you organize your own sentences. When you send the text you created to ChatGPT and request proofreading, it will check for typos and errors in the sentences, and make corrections if necessary. All you have to do is send the text you have created, so even small children and people who are reluctant to use the web can easily use it. This will be very useful when you want to check your writing for errors.
Summary of text
ChatGPT also has a function that summarizes long texts and summarizes them in an easy-to-understand manner. When you can look up information but find it too long and difficult to understand, it summarizes the main points and summarizes them into short sentences. It’s convenient because you can quickly get the information you want.
There is also a function that will summarize the contents of a web page concisely by asking for a summary of the content of the web page and entering the URL of the web page you would like to summarize. However, be careful as there is a risk that information that should be important may be omitted.
Creating images and logos
By using DALL/E2, you can easily create images. You can create highly accurate images based on the entered text, which is useful when you want to come up with a logo, etc. The more clearly you can convey the image, background, style, and other conditions, the more nuanced images you can create that are closer to your desires. Once you have created an image, you can use the variation function to check for different nuances, so you may be able to generate an image that is even closer to what you want.
However, when creating images and logos with DALL/E2, please be careful of copyright and intellectual property rights. It’s possible that something similar to your image is already being used elsewhere. Even if you do not know that something similar exists and have no intention of plagiarizing your work, you may be judged to have plagiarized the work, so be careful.
Transcription of meetings, meetings, etc.
By using Whisper, which can convert audio data to text data, it is possible to transcribe meetings and meetings. This is extremely useful when you want to share the contents of a meeting or meeting with the entire company via text.
However, the transcription content is far from accurate. Although fact checking is required after transcribing, it is much more efficient than having a person “listen to the audio and transcribe it.”
programming
ChatGPT can also be used when programming. It supports various languages, so if you tell it the language and the function you want to create, it will automatically create the code that matches it. If it is a simple code, it will be created in a short time, which will help make programming more efficient.
Also, if an error occurs in the code you created, you can enter the code into ChatGPT and it will check for errors. It’s very useful because it tells you where you’re making mistakes and the best code to use.
Idea generation
When you want to come up with an idea within your company, or when you can’t come up with a good idea, you can use ChatGPT to suggest ideas. Since it learns from a huge amount of data and information such as web pages, news, and blog articles that are spread all over the world, it comes up with a variety of ideas. It proposes many ideas from a unique AI perspective that is completely different from anything that humans have thought up within the company. However, there is a possibility that not all ideas are appropriate, so if you refer to the ideas you have and rework the ideas with your company members, you will be able to come up with something even better.
Points to note when using OpenAI tools
These tools are extremely useful for making daily life and business more efficient, but it is important to keep in mind the rules and precautions when using them. When using OpenAI tools, keep the following points in mind.
Information may not be accurate
Information provided using tools may not be accurate. For example, when looking up information using ChatGPT, the data being learned is up to September 2021, so the information may be outdated. Also, since it learns from information such as web pages, news, blog articles, etc., that information may not be absolutely accurate. When a lot of information is provided, it is easy to assume that the information is correct at first glance, but if you check carefully, you may find that it contains incorrect information. It is better to check the information content with human eyes.
May not be able to respond to highly specialized information
OpenAI tools can flexibly handle a variety of things, but they may not be able to handle highly specialized content. For example, AI alone cannot handle the amount of information that can be learned from information and content that can only be answered by experts in the field.
However, with paid plans such as ChatGPT, the accuracy of answers, reliability of information, creativity, etc. are improved compared to the free plan, and it is possible to respond to more specialized and complex questions. You may be able to answer real-world information, so if you want to check specialized information, you may want to use a paid plan.
Use for reference only
As mentioned above, the information may not be accurate or may not be able to handle highly specialized information, so it is recommended that content using OpenAI tools be used as a reference only. . Just because it’s convenient, it’s best to refrain from leaving everything to AI tools.
Use a tool to extract the content you need, and use the human eye to edit it to make it better. By combining the power of AI and the power of humans, tools can be used conveniently.
summary
In this article, we explained an overview of OpenAI, why it is attracting attention, the services it provides, and how companies can use OpenAI tools. AI technology has always been a hot topic, but thanks to the success of OpenAI, it is now even more popular than ever before. From now on, we can predict that not only OpenAI but also our competitors will continue to research and develop AI technology, and the development of AI technology will continue to advance. As a result, many changes will occur, such as new OpenAI tools being developed and existing tools becoming more powerful. However, just because it is convenient, it may be dangerous to leave everything to AI.We need to think about how to use it properly and how to utilize both AI and human power, and incorporate it into business situations and daily life. Let’s make it.