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In the case of supervised learning, the trainers acted as both the user and the AI assistant. In the reinforcement learning stage, human trainers first ranked responses generated by the model in previous conversations. It can also critique the user’s writing, summarize long documents and translate text from one language to another. This includes text-to-image models such as Stable Diffusion and large language models such as ChatGPT. As of 2023, there were several pending U.S. lawsuits challenging the use of copyrighted data to train AI models, with defendants arguing that this falls under fair use.

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Stanford researchers reported that GPT-4 “passes a rigorous Turing test, diverging from average human behavior chiefly to Crowngreen casino be more cooperative.” The company announced a slew of generative AI-powered features to counter OpenAI and Microsoft. GPT-5 was launched on August 7, 2025, and is publicly accessible through ChatGPT, Microsoft Copilot, and via OpenAI’s API. Released in February 2025, GPT-4.5 was described by Altman as a “giant, expensive model”. The languages tested were Polish, French, Korean, Spanish, Arabic, Tagalog, and Amharic. For more common languages, AI translators like ChatGPT did better than Google Translate, while for “niche” languages (Amharic and Tagalog), Google Translate performed better.
It can also be fine-tuned for specific use cases such as legal documents or medical records, where the model is trained on domain-specific data. The language models used in ChatGPT are specifically optimized for dialogue and were trained using reinforcement learning from human feedback (RLHF). 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 that authors disclose the use of text-generating tools and ban listing a large language model (LLM) such as ChatGPT as a co-author”. As of July 2025, Science expects authors to release in full how AI-generated content is used and made in their work.

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  • It details specifications, including a 4 Mega Pixel camera, various inspection types, and user-friendly software for easy operation and teaching.
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  • ChatGPT also provided an outline of how human reviewers are trained to reduce inappropriate content and to attempt to provide political information without affiliating with any political position.
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  • ChatGPT’s training data only covers a period up to the cut-off date, so it lacks knowledge of recent events.
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  • In late March 2023, the Italian data protection authority banned ChatGPT in Italy and opened an investigation.
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  • The company also partnered with PayPal, one of the largest payment processing services in the world, to let users pay for their shopping directly within ChatGPT.
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  • This has led to concern over the rise of what has come to be called “synthetic media” and “AI slop” which are generated by AI and rapidly spread over social media and the internet.

Not only can ChatGPT generate working computer code of its own (in many different languages), but it can also translate code from one language to another, and debug existing code. Many companies adopted ChatGPT and similar chatbot technologies into their product offers. The Guardian questioned whether any content found on the Internet after ChatGPT’s release “can be truly trusted” and called for government regulation. This has led to concern over the rise of what has come to be called “synthetic media” and “AI slop” which are generated by AI and rapidly spread over social media and the internet. Robin Bauwens, an assistant professor at Tilburg University, found that a ChatGPT-generated peer review report on his article mentioned nonexistent studies. A 2023 study reported that GPT-4 obtained a better score than 99% of humans on the Torrance Tests of Creative Thinking.

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  • OpenAI announces the release of its o1 model, which demonstrates complex reasoning capabilities.
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  • The Pro launch coincided with the release of the o1 model, providing unlimited access to o1 and advanced voice mode.
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  • In one instance, ChatGPT generated a rap in which women and scientists of color were asserted to be inferior to white male scientists.
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  • OpenAI announces the ChatGPT Pro plan, a new premium plan for ChatGPT users to access even more features.
  • This is used to not only help the model determine the best output, but it also helps improve the training process, enabling it to answer questions more effectively.
  • In the reinforcement learning stage, human trainers first ranked responses generated by the model in previous conversations.

OpenAI CEO Sam Altman said that users were unable to see the contents of the conversations. […] It’s also a way to understand the “hallucinations”, or nonsensical answers to factual questions, to which large language models such as ChatGPT are all too prone. The integration used ChatGPT to write prompts for DALL-E guided by conversations with users. It details specifications, including a 4 Mega Pixel camera, various inspection types, and user-friendly software for easy operation and teaching. The system is designed for efficient PCB inspection, accommodating various component heights and providing real-time defect analysis. OpenAI has already gotten a glimpse of this future through its o1 model, and the results have been mixed.

Release of Study Mode (July

This update allows ChatGPT to remember details from previous conversations and tailor its future responses accordingly. According to an OpenAI blog post, ChatGPT will build memories on its own over time, though users can also prompt the bot to remember specific details — or forget them. OpenAI initially releases this feature to users who pay for the Plus, Team or Enterprise plan.
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  • OpenAI said it has taken steps to effectively clarify and address the issues raised; an age verification tool was implemented to ensure users are at least 13 years old.
  • The language models used in ChatGPT are specifically optimized for dialogue and were trained using reinforcement learning from human feedback (RLHF).
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  • However, it was labeled underwhelming by some users due its performance shortly after its release.
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  • The laborers were exposed to toxic and traumatic content; one worker described the assignment as “torture”.
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  • For more common languages, AI translators like ChatGPT did better than Google Translate, while for “niche” languages (Amharic and Tagalog), Google Translate performed better.
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  • The feature is also still exclusive to ChatGPT users who have a Plus, Team, Enterprise or Education plan.

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ChatGPT is a generative artificial intelligence chatbot developed by OpenAI and released in November 2022. It currently uses GPT-5, a generative pre-trained transformer (GPT), to generate text, speech, and images in response to user prompts. Similar to a phone’s auto-complete feature, ChatGPT uses a prediction model to guess the most likely next word based on the context it has been provided.
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Most people know that, just because something is on the internet, that doesn’t make it true. This often leads to what experts call “hallucinations,” where the output generated is stylistically correct, but factually wrong. Instead of a list of websites, though, it’ll provide users with a simple list of answers.
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Image and Voice Recognition; Text to Speech (September

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Despite its acclaim, the chatbot has been criticized for its limitations and potential for unethical use. It can generate plausible-sounding but incorrect or nonsensical answers known as hallucinations. The chatbot can facilitate academic dishonesty, generate misinformation, and create malicious code. The ethics of its development, particularly the use of copyrighted content as training data, have also drawn controversy. In late March 2023, the Italian data protection authority banned ChatGPT in Italy and opened an investigation.

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