OpenAI Works with Reddit: Will They Integrate?
Reddit, the biggest online forum with 430 million monthly users, has an active subreddit named "OpenAI." People are discussing the latest artificial intelligence technology here.
The connection between Reddit and OpenAI is more than this. According to the scholarly article (Language Models are Unsupervised Multitask Learners), written by Alec Radford, Jeffrey Wu, and other AI technical experts, it introduces that Reddit was taken as a training source of OpenAI.
If you're interested in the OpenAI chatbot and Reddit, continue the article and explore how they work together.
Part 1: What is OpenAI ChatGPT?
ChatGPT is an AI chatbot, and OpenAI is the company that designs it. Unlike others, ChatGPT is more advanced due to the pattern it understands language, which is similar to human neurons. The three letters of GPT stand for Generative Pre-trained Transformer, a type of large language model characterized by training and deep learning. According to OpenAI, ChatGPT is trained by Reinforcement Learning from Human Feedback (RLHF) method.
Currently, the OpenAI chatbot is able to answer questions asked by users and give a human-like response. Some tasks it can carry: generating new code; figuring out bugs; composing emails, essays, and more.
ChatGPT's abilities are endless as it scans from the information it has been trained on to retrieve answers or data most suitable to the questions asked. It is worth noting that the training data is before September 2021.
Source: openai.com
Part 2: Why Does OpenAI Need Reddit?
ChatGPT relies on its training method to process natural language. And the data generated via the Internet works as its primary source to retrieve information most relevant to the question asked. Reddit is one of the OpenAI chatbot's knowledge resources.
Reddit has a tremendous amount of active users. It is the major reason to become the training resource. Besides, OpenAI uses Reddit also because of its diverse and active community and upvoting and downvoting system. These provide various samples to make ChatGPT AI chatbot more like a living person and infer people's preferences.
There are around 138,000 active subreddits at present, covering topics like News, music, movie, game, science, art, book, sport, IT, etc. The utilization of Reddits' rich and varied content contributes to the performance and capabilities of OpenAI's language model. It's helpful for the AI chatbot to generate text based on context.
The reasons can be summarized as follows:
- Reddit being one of many sources of information available online, generated by its millions of users daily, provides publicly available text data on a vast range of discussions and topics. By utilizing Reddit data, OpenAI improves the training of its language models for its AI chatbot.
- The participation and preferences of active users in the Reddit community provide highly-correlated information to crawl and help with statistic analysis. This enables the OpenAI chatbot to give accurate answers.
Part 3: How OpenAI Works with Reddit?
OpenAI uses language modeling as the main approach and frames the estimation based on a group of examples. It will disassemble text and symbols to calculate conditional probabilities through the designed model framework and then generate content.
In this model, Reddit plays the role of providing examples that are called Training Dataset.
OpenAI creates a web scrape to crawl web pages selectively. And it will focus on collecting texts made by humans. The company has scraped all outbound links from
Reddit, which obtain 3 karma or more. Karma works as a reflection of content quality.
Source: Language Models are Unsupervised Multitask Learners
As a note, the OpenAI chatbot will output the answer after computing and translating instead of directly using texts from its training dataset.
Part 4: Outcomes of Reddit and OpenAI Chatbot Cooperation
Reddit participated in the experiments of GPT-2. It provides a lot of data to allow the team to explore room for improvement. Then, working on this base, OpenAI releases GPT-4.
Now in GPT-4, OpenAI showcases the results of training. In GPT-4 Technical Report, Reddit is used as an example to illustrate how the GPT model understands images.
Source: GPT-4 Technical Report
Will there be more training results that OpenAI works with Reddit?
It's hard to say.
The New York Times reported on April 18 this year Reddit will charge for helping AI Systems training. Companies like Google and OpenAI are targeted objects. It may end the cooperation between the two. The future remains uncertain.
Part 5: Will Reddit Integrate OpenAI Chatbot?
At the moment in time, there is no official news about Reddit integrating the OpenAI Chatbot.
Reddit is free for registration but with a Premium plan to offer extra features. Considering OpenAI charges fees for using the AI chatbot commercially, Reddit will ask for payment from its user if integrated. But until today, there is no related function on Reddit's Premium plan.
Part 6: How can Reddit Benefit from OpenAI Chatbot if Integrated?
The main benefits of inserting ChatGPT fall to community/content searching, post-content summarization, tracing information sources, and subreddit management.
1) Better search interested communities and posts.
Due to the large volume of groups and posts, Reddit users might have trouble finding a certain community related to their interested topics. By using the AI chatbot, the search speed will be much faster. Moreover, it can use the filtering mechanism well and provide a recommendation list to users to improve user experience.
2) Extract post summary in seconds.
A long answer attached to a post may drive people away. Indeed, people are becoming impatient to read long texts. And length does not equal quality. OpenAI can give a hand to it.
3) Find information sources written in the post answer.
Reddit users may have demand to verify the source used in a post because reliability is important in the current information explosion age. For OpenAI ChatGPT trained with a large amount of data, finding the information source is quite simple.
4) Manage subreddits as an AI subreddit moderator.
Keeping the subreddits healthy is essential to running public places better. OpenAI can be used as an AI robot to moderate posts and answers. It will help detect spam and inappropriate content, identify violations, review membership qualifications, etc.
Conclusion
Finally, Reddit has a tremendous amount of active users. Overall, integrating a chatbot can help users easily interact with the platform, participate in polls, surveys, or quizzes, and receive real-time updates on topics of interest. This can boost user engagement and encourage more active participation.
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