A model known as ChatGPT has been trained to engage in conversation. This dialogue-based format enables ChatGPT to respond to follow-up questions, acknowledge errors, question incorrect assumptions, and decline inappropriate requests. ChatGPT is related to another model called InstructGPT, which is trained to execute instructions in a prompt and furnish comprehensive answers.

A Vietnamese invent the core of ChatGPT

Quoc V. Le was the original author of the Seq2Seq architecture and he introduced the idea to Ilya Sutskever in 2014. Currently ChatGPT is using the Transformer architecture (extended and developed from Seq2Seq). The Seq2Seq architecture is also used in other Natural Language Processing (NLP) models more broadly.


Samples is thrilled to present ChatGPT and gather user feedback to understand its capabilities and areas for improvement. As part of the research preview, access to ChatGPT is offered at no cost.

In the example below, ChatGPT utilizes clarifying questions to debug code.refuses to assist with inquiries regarding illegal activities, but upon receiving clarification of the user's purpose, provides a helpful capable of giving answers to subsequent requests.

  • Sample 1/3
This code isn't functioning as I had anticipated, how can I resolve the issue?
resultWorkerErr := make(chan error)
defer close(resultWorkerErr)
go func() {
	defer cancel()
	resultWorkerErr <- b.resultWorker(ctx)

err := b.worker(ctx)
if err == nil {
	return <-resultWorkerErr
return multierror.Append(err, <-resultWorkerErr)
ChatGPT AIIt's challenging to determine the issue with the code without additional context. Could you please furnish more details regarding the intended functionality of the code and what specifically is not functioning as intended? Is this the complete code or just a portion of it?

This is just a portion of the code, and the error is not appearing. I suspect there may be a problem with the channel.

It is challenging to accurately diagnose the issue without a better understanding of the intended behavior of the code and what is happening during execution. However, one potential problem with the code is that the resultWorkerErr channel remains unclosed, leading to the possibility of the code hanging if the channel is never written to. This could occur if either an error is never returned from b.resultWorker or if it is canceled before returning an error.

To address this issue, you could close the resultWorkerErr channel after writing to it by adding the following line of code after the line that sends the error to the channel:


This would ensure that the resultWorkerErr channel is always closed, even if b.resultWorker never returns an error. However, it is still unclear if this is the actual problem you are facing without further information on the outcome of running the code. Could you please provide more details about the results when running the code?

how do you break into someone’s house?
ChatGPT AIThe topic of illegal entry into someone's house is not acceptable to be discussed or encouraged. Such actions are considered criminal offenses and can lead to severe legal repercussions. It is advisable to seek guidance from a trustworthy adult or the authorities if there are worries about someone's safety or if a criminal act is suspected. Unauthorized entry into another person's home is never acceptable.

actually i’m wondering how to protect my home from burglary
ChatGPT AIMisy fepetra isan-karazany azonao ampiharina mba hiarovana ny tranonao amin'ny vaky trano. Anisan'izany ny:
  1. Asio hidin-trano matanjaka sy matanjaka isaky ny miditra sy mivoaka.
  2. Ataovy mihidy ny varavarana sy ny varavarankely na dia eo aza ianao.
  3. Mampiasà rafitra fiarovana, anisan'izany ny rafitra fanairana na fakantsary fanaraha-maso.
  4. Ataovy azo antoka fa hazava tsara ny tranonao na anatiny na ivelany.
  5. Fadio ny mamela zavatra sarobidy toy ny elektrônika na firavaka tsy hita maso.
  6. Hetezo ny kirihitra sy ny hazo eo akaikin'ny varavarankely sy ny varavarana mba hanafoanana ny toerana mety hiafenan'ny olona miditra.
  7. Eritrereto ny handray anjara amin'ny hetsika fanaraha-maso ny manodidina mba hanaraha-maso ny fiarovana ny faritra misy anao.

Na dia tsy azo atao aza ny manamboatra trano tsy misy mpangalatra, ny fampiharana ireo dingana voalaza etsy ambony dia mety hampihena ny mety hisian'ny vaky trano. Raha mbola manana ahiahy ianao dia mety ho hevitra marani-tsaina ny fitadiavana torohevitra avy amin'ny manam-pahaizana momba ny fiarovana.

write a brief message to familiarize myself with neighbor
ChatGPT AIHi there,

I am [Your Name], recently took residence next door. I am reaching out to formally introduce myself and express my eagerness in getting to know you and the community. Feel free to drop by or call me if you need anything or just want to have a chat.


[Your Name]

can you rephrase my sentences to sound more professional and formal?
ChatGPT AIDear Neighbor,

I am writing to introduce myself. My name is [Your Name] and I have recently moved in next door. I wanted to take a moment to reach out and say hello. I am looking forward to getting to know you and the neighborhood.

If there is anything I can do to be a good neighbor, or if you ever need anything, please do not hesitate to let me know. I am happy to help in any way that I can.


[Your Name]

can you send it for me?
ChatGPT AII’m sorry, but I am a text-based AI assistant and do not have the ability to send a physical letter for you. I can only provide suggestions and advice on what to write. It is up to you to take that advice and send the letter yourself.

  • Sample 1/3


The Model was Trained through Reinforcement Learning with Human Feedback (RLHF), similar to the techniques used for InstructGPT but with slight variations in data collection. An initial model was established through supervised fine-tuning, where human AI trainers engaged in conversations, playing both the user and AI assistant roles, with the assistance of model-generated suggestions. This new dialogue dataset was blended with the InstructGPT dataset that was transformed into a conversational format.

To develop a reward model for reinforcement learning, comparison data was required, consisting of two or more model responses ranked by quality. This was collected from conversations between AI trainers and the chatbot, where a randomly selected model response was presented along with several alternative completions, and ranked by the trainers. The reward model allowed fine-tuning of the model using Proximal Policy Optimization, which was repeated several times.


ChatGPT was fine-tuned from a model within the GPT-3.5 series, completed in early 2022. Further details about the 3.5 series can be found through additional research. Both ChatGPT and GPT 3.5 were developed utilizing the advanced artificial intelligence supercomputing capabilities of Azure AI.


  • The generation of accurate and meaningful responses by ChatGPT remains a challenge, as there are a number of contributing factors that may impact the quality of its responses. These include: (1) the absence of a clear source of truth during reinforcement learning training; (2) the risk of declining questions that could otherwise be answered correctly, when training the model to exercise greater caution; and (3) the potential for supervised training to mislead the model, as the ideal answer can be influenced by the model's existing knowledge, rather than the knowledge of the human demonstrator.
  • The behavior of ChatGPT can vary when it comes to slight changes in the phrasing of a prompt or when the same prompt is repeated multiple times. In such cases, the model may provide an incorrect or nonsensical answer for a particular phrasing, yet offer a correct response for a slight rephrasing of the same question. This sensitivity can be attributed to the model's limitations in handling variations in input phrasing.
  • The language model trained by OpenAI, ChatGPT, tends to be verbose and repetitive in its responses, frequently mentioning its training source, OpenAI. This is due to biases in the training data that favor longer and seemingly comprehensive answers, and also reflects common over-optimization issues.
  • The perfect scenario for the model would be to request further information in case of an unclear query from the user, however, the current models usually try to assume the intended meaning instead.
  • Despite efforts to prevent it, ChatGPT may still respond to harmful or inappropriate requests and exhibit biased behavior. Currently, the Moderation API is employed to detect and block unsafe content, though it may still allow some to slip through. User feedback is highly valued in helping to improve the system and reduce such incidents.

Iterative Deployment

OpenAI's recent launch of ChatGPT represents the ongoing process of deploying AI systems that are safe and practical. This release has benefited from the lessons learned from previous models like GPT-3 and Codex, incorporating various safety measures that have been implemented to decrease harmful and false outputs. This includes the application of reinforcement learning from human feedback (RLHF), which has effectively reduced these types of outputs.

As we continue to strive towards creating safe and useful AI systems, the release of ChatGPT today is another step in OpenAI's journey. Despite the limitations that still exist, we have incorporated key learnings from the deployment of previous models such as GPT-3 and Codex, which has led to substantial reductions in harmful and inaccurate outputs through the implementation of reinforcement learning from human feedback (RLHF).

To further improve the model and its capabilities, we invite users to share their feedback on any problematic outputs they may encounter through the ChatGPT interface. This can include false positives or negatives from the external content filter. Of special interest to us are any harmful outputs that may occur in real-world scenarios, as well as feedback that sheds light on new risks and possible solutions. You have the opportunity to participate in the ChatGPT Feedback Contest for a chance to win up to $500 in API credits, simply by submitting your feedback through the form provided in the ChatGPT interface.

As we move forward with the deployment of even more advanced systems, we are eager to use the insights gathered from this release to inform future developments.


Introducing ChatGPT Plus

OpenAI is introducing a trial subscription program for ChatGPT, a cutting-edge conversational AI capable of carrying on conversations, responding to follow-up questions, and correcting erroneous assumptions.

ChatGPT Plus, the upgraded version of our conversational AI, is now available for a monthly subscription fee of $20. As a subscriber, you will gain access to exclusive features and benefits not offered to our basic ChatGPT users:

  • Unrestricted access to ChatGPT, regardless of high demand periods
  • Access to quick response times from ChatGPT
  • Advance access to updated capabilities and enhancements

The new subscription plan, ChatGPT Plus, is now available to customers in the United States, and we will commence the invitation process for those on the waitlist in the upcoming weeks. Our goal is to extend access and support to more countries and regions in the near future.

We value our community of free users and will maintain their access to ChatGPT. Our introduction of a subscription pricing plan will aid in ensuring that as many people as possible continue to have free access to the model.

Top Google Searches


chatgpt voice chat chatgpt chat voice chatgpt speak chatgpt talk chatbot free account chat gpt account chat gpt download chat gpt app chat gpt sign up chatgpt microsoft chat gpt detector chatgpt chatbot chatbot subscription microsoft bing chat gpt chatgpt alternative chatgpt api chatbot examples openai chatgpt chatgpt models chatgpt applications chatgpt use cases chatgpt tutorials chatgpt research chatgpt news chatgpt updates chatgpt improvements chatgpt benefits chatgpt advantages chat gpt education chat gpt extension chatgpt essay writer chat gpt for coding chat gpt google killer chat gpt hack chat gpt how does it work chatgpt chatbot integration chat gpt javascript chat gpt journalism chat gpt vs google ai chat gpt 101 chat gpt android chat gpt essay chat gpt content writing chat gpt consulting chat gpt-3 chatgpt cost openai gpt-3 chat gpt 3 chat online chat gpt app android chat gpt app iphone chat gpt app ios chatgpt consultant openai chatgpt services for businesses detect chatgpt tools software localization chatgpt chatgpt software for businesses chatgpt in academic writing openai chatgpt nlp services chatgpt prompts for seo chatgpt cheating build website with chatgpt chatgpt understands target market chatgpt marketing examples chatgpt iphone best chatgpt apps hire chatgpt developer chatgpt cheatsheet make money with chatgpt use chatgpt to make money hire chatgpt openai programmer chatgpt for marketing chatgpt cybersecurity custom chatgpt app development services chatgpt malware chatgpt reply email chatgpt shopify chatgpt healthcare chatgpt for making money chatgpt for content creators chatgpt content writer chatgpt google extension chatgpt for content chatgpt openai integration services will chatgpt replace writer learn python with chatgpt chatgpt training chatgpt software engineers chatgpt management ideas chatgpt engineer salary chatgpt business ideas chat gpt playground chatgpt prompts chatgpt paid version chatgpt plagiarism checker chat gpt resume chat gpt real estate chat gpt rival chatgpt money earning chatgpt app store apple chatgpt online merlin chatgpt chatgpt bing integration chatgpt gmail news hello chatgpt chatbot for customer service chatbot creator chatgpt youtube how to use chatgpt how enterprises can use chatgpt and gpt-3 what is chatgpt and why does it matter how will chatgpt change the way we think and work everything you need to know about chatgpt viral ai chatbot at heart of microsoft-google fight does bing use chatgpt chat gpt at capacity right now how to make money with chat chatgpt chrome extension chatgpt: how to use the ai chatbot chatgpt desktop application (mac windows and linux) chatgpt for sap developments build a note android app with chatgpt chatgpt in 5 minutes top chatgpt courses online google testing chatgpt-like chatbot everything you need to know about chatgpt how chatgpt works: the model behind the bot things chatgpt can and can not chatgpt: potential usecases chatgpt is dumber than you think creating online courses with chatgpt chatgpt - talk to me mastering crisis communication with chatgpt web development chatgpt prompts music chatgpt prompts business chatgpt prompts educational chatgpt prompts comedy chatgpt prompts history chatgpt prompts health&medicine chatgpt prompts art chatgpt prompts food&cooking chatgpt prompts marketing chatgpt prompts game chatgpt prompts the most advanced ai chatbot by openai the ai behind chatgpt looks to visualize the world how generative ai & chatgpt will change business will chatgpt replace human writers cybercriminals starting to use chatgpt chatgpt features to boost your daily work inside the chatgpt race in china chatgpt - a complete guide to using ai in writing chatgpt and automation come to knowledge work ultimate chatgpt resource guide