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According to a September 2025 article in Lancet Psychiatry, many individuals use ChatGPT and comparable chatbots for mental health and emotional support despite a warning from OpenAI against using ChatGPT as a therapist. According to a 2024 study in the International Journal of Surgery, concerns include «research fraud, lack of originality, ethics, copyright, legal difficulties». However, ChatGPT shows inconsistent responses, lack of specificity, lack of control over patient data, and a limited ability to take additional context (such as regional variations) into consideration.

• In March 2025, OpenAI updated ChatGPT to generate images using GPT Image instead of DALL-E.
• It is the most popular AI chatbot as of August 2026, with an estimated 79% of the market share according to StatCounter.
• The study notes a lack of research on efficacy, poor consistency in dangerous situations, limited regulation and liability, and poor transparency from OpenAI.
• 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.

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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. The potential benefits include enhancing personalized learning, improving student productivity, assisting with brainstorming, summarization, and supporting language literacy skills. In an industry survey, cybersecurity professionals argued that it was attributable to cybercriminals’ increased use of generative artificial intelligence (including ChatGPT). Another study, focused on the performance of GPT-3.5 and GPT-4 between March and June 2024, found that performance on objective tasks like identifying prime numbers and generating executable code was highly variable. Another study analyzed ChatGPT’s responses to 517 questions about software engineering or computer programming posed on Stack Overflow for correctness, consistency, comprehensiveness, and concision. In one study, it produced solutions in C, C++, Python, and MATLAB for problems in computational physics.

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Chris Granatino, a librarian at Seattle University, noted that while ChatGPT can generate content that seemingly includes legitimate citations, in most cases those citations are not real or largely incorrect. Robin Bauwens, an assistant professor at Tilburg University, found that a ChatGPT-generated peer review report on his article mentioned nonexistent studies. In January 2023, Nature reported that at least four academic preprints or published papers had listed ChatGPT as a co-author. In March 2024, Patronus AI reported that GPT-4 answered 44% of prompts asking for copyrighted text, such as «What is the first passage of Gone Girl by Gillian Flynn?» A May 2023 statement by hundreds of AI scientists, AI industry leaders, and other public figures demanded that «mitigating the risk of extinction from AI should be a global priority».

In August 2024, the FTC voted unanimously to ban marketers from using fake user reviews created by generative AI chatbots (including ChatGPT) and influencers paying for bots to increase follower counts. ChatGPT has never been publicly available in mainland China, Hong Kong and Macau because OpenAI prevented users from these Chinese regions from accessing their site. A 2023 study reported that GPT-4 obtained a better score than 99% of humans on the Torrance Tests of Creative Thinking. Reinforcement learning consisted of human trainers ranking responses generated by the model non gamstop casinos UK in previous conversations. In surveys, respondents favored the release of such a tool by a four-to-one margin, but nearly 30% of users declared that they would use ChatGPT less often if it watermarked outputs and while rival chatbots did not. OpenAI CEO Sam Altman said that users were unable to see the contents of the conversations.

Keep related chats, files, and instructions in one projectwhen the work will continue over time or depend on the same context. In the UK, a judge expressed concern about self-representing litigants wasting time by submitting documents containing significant hallucinations. In an American civil lawsuit, attorneys were sanctioned for filing a legal motion generated by ChatGPT containing fictitious legal decisions. The study notes a lack of research on efficacy, poor consistency in dangerous situations, limited regulation and liability, and poor transparency from OpenAI.

OpenAI allows businesses to tailor how their content appears in the ChatGPT Search results and influence what sources are used. ChatGPT is frequently used for translation and summarization tasks, and can simulate interactive environments such as a Linux terminal, a multi-user chat room, or simple text-based games such as tic-tac-toe. It is designed to generate human-like text and can carry out a wide variety of tasks. The chatbot can facilitate academic dishonesty, generate misinformation, and create malicious code.