The platform allows developers to solve coding problems and aids business users in constructing reports, presentations, and proposals. For those who wish to enhance their creative workflow and have access to their own conversational AI assistant around the clock, ChatGPT is a game-changer. Despite its intriguing AI-based features, Sora is presently inaccessible through ChatGPT, underscoring the wide range of AI tools available on the market. Efforts to ban chatbots like ChatGPT in schools focus on preventing cheating, but enforcement faces challenges due to AI detection inaccuracies and widespread accessibility of chatbot technology. In January 2023, the International Conference on Machine Learning banned any undocumented use of ChatGPT or other large language models to generate any text in submitted papers. Some, including Nature and JAMA Network, require full disclosure of any use of text-generating tools, and prohibit listing a chatbot as a co-author.
- The FTC asked OpenAI for comprehensive information about its technology and privacy safeguards, as well as any steps taken to prevent the recurrence of situations in which its chatbot generated false and derogatory content about people.
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- In March 2023, a bug allowed some users to see the titles of other users’ conversations.
- To build a safety system against harmful content (e.g., sexual abuse, violence, racism, sexism), OpenAI used outsourced Kenyan workers, earning around $1.32 to $2 per hour, to label such content.
When assembling training data, the sourcing of copyrighted works may infringe on the copyright holder’s exclusive right to control reproduction, unless covered by exceptions in relevant copyright laws. This includes text-to-image models such as Stable Diffusion and large language models such as ChatGPT. Geoffrey Hinton, one of the “fathers of AI”, voiced concerns that future AI systems may surpass human intelligence. Over 20,000 signatories including Yoshua Bengio, Elon Musk, and Apple co-founder Steve Wozniak, signed a March 2023 open letter calling for an immediate pause of giant AI experiments like ChatGPT, citing “profound risks to society and humanity”. The FTC asked OpenAI for comprehensive information about its technology and privacy safeguards, as well as any steps taken to prevent the recurrence of situations in which its chatbot generated false and derogatory content about people.
However, ChatGPT has also inspired concern around issues related to large language model (LLM) technology, including plagiarism and the use of generative AI to create misinformation and replace human workers. ChatGPT is a generative AI chatbot developed by OpenAI and powered by their proprietary GPT family of generative artificial intelligence (gen AI) models. Computer users can only access ChatGPT through their browser until OpenAI completes its development of native desktop applications for different operating systems.
Users can acquire real-time solutions, content support, and conversational advice from Gemini. Through the API integration feature, businesses can put ChatGPT inside their applications to access maximum customization options. The online accessibility of this tool eliminates the need for powerful hardware devices because it operates through the cloud. Users can access ChatGPT through several platforms, which ensures compatibility with different devices.
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ChatGPT gained one million users in five days and 100 million in two months, becoming the fastest-growing internet application in history. Some OpenAI models have smaller variants called “mini” or “nano”, such as GPT-5 mini. In August 2024, OpenAI announced it had created a text watermarking method but did not release it for public use, saying that users would go to a competitor without watermarking if it publicly released its watermarking tool. Shortly after the bug was fixed, users could not see their conversation history. In March 2023, a bug allowed some users to see the titles of other users’ conversations.
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In The Atlantic magazine’s “Breakthroughs of the Year” for 2022, Derek Thompson included ChatGPT as part of “the generative-AI eruption” that “may change our mind about how we work, how we think, and what human creativity is”. Samantha Lock of The Guardian noted that it was able to generate “impressively detailed” and “human-like” text. Kevin Roose of The New York Times called it “the best artificial intelligence chatbot ever released to the general public”. ChatGPT was widely assessed in December 2022 as having some unprecedented and powerful capabilities. Once a user reaches usage limits, ChatGPT may transition to the “mini” version.
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OpenAI introduced ChatGPT Atlas, a browser-integrated tool that allows users to access web-based information in real time. The system deviates from primitive rule-based bots since ChatGPT absorbs huge amounts of data and enhances itself through feedback from users. Despite decades of using AI, Wall Street professionals report that consistently beating the market with AI, including recent large language models, is challenging due to limited and noisy financial data.
ChatGPT can find more up-to-date information by searching the web, but this doesn’t ensure that responses are accurate, as it may access unreliable or misleading websites. OpenAI has sometimes mitigated this effect by updating the training data. ChatGPT’s training data only covers a period up to the cut-off date, so it lacks knowledge of recent events. To implement the feature, OpenAI partnered with data connectivity infrastructure company b.well. On January 7, 2026, OpenAI introduced a feature called “ChatGPT Health”, whereby ChatGPT can discuss the user’s health in a way that is separate from other chats.
ChatGPT use cases: What can ChatGPT do?
The reward model of ChatGPT, designed around human oversight, can be over-optimized and thus hinder performance, in an example of an optimization pathology known as Goodhart’s law. On 17 January 2026, OpenAI announced that it would start testing advertisements in its free version for logged-in, adult US users. The feature is not available for users in the United Kingdom, Switzerland, or the European Economic Area, and is available on a waitlist basis everywhere else. At launch, the feature was limited to purchases on Etsy from US users with a payment method linked to their OpenAI account. It was capable of autonomously performing tasks through web browser interactions, including filling forms, placing online orders, scheduling appointments, and other browser-based tasks. The model can also generate new images based on existing ones provided in the prompt.
The user can interrupt tasks or provide additional instructions as needed. These images are generated with C2PA metadata, which can be used to verify that they are AI-generated. One of the most significant improvements was in the generation of text within images, which is especially useful for branded content. In October 2023, OpenAI’s image generation model DALL-E 3 was integrated into ChatGPT. ChatGPT’s Mandarin Chinese abilities were lauded, but the ability of the AI to produce content in Mandarin Chinese in a Taiwanese accent was found to be “less than ideal” due to differences between mainland Mandarin Chinese and Taiwanese Mandarin.
To build a safety system against harmful content (e.g., sexual abuse, violence, racism, sexism), OpenAI used outsourced Kenyan workers, earning around $1.32 to $2 per hour, to label such content. These rankings were used to create “reward models” that were used to fine-tune the model further by using several iterations of proximal policy optimization. In the reinforcement learning stage, human trainers first ranked responses generated by the model in previous conversations. In the case of supervised learning, the trainers acted as both the user and the AI assistant. The ethics of its development, particularly the use of copyrighted content as training data, have also drawn controversy. The service gained 100 million users in two months, making it the fastest-growing consumer software application in history.
