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All about ChatGPT

 
At its core, Chat GPT is a text-based conversational AI that uses natural language processing (NLP) to generate responses to your questions and prompts. The model was trained on a massive dataset of conversational text, allowing it to accurately mimic the way people speak and write in a variety of contexts.
 
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Proximal Policy Optimization
We're releasing a new class of reinforcement learning algorithms, Proximal Policy Optimization (PPO), which perform comparably or better than state-of-the-art approaches while being much simpler to implement and tune. PPO has become the default reinforcement learning algorithm at OpenAI because of its ease of use and good performance.
Proximal Policy Optimization
https://openai.com/blog/openai-baselines-ppo/
Proximal Policy Optimization
 
ChatGPT can 

In what areas is ChatGPT better than Google?

There are few things that ChatGPT does much better than Google at. These include:
  1. Conversational answers
  1. Getting something explained in more detail
  1. Generating and explaining code
  1. ANYTHING related to a large language model.
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Google is a search engine.Search engines are good at a number of things, including:
  • Crawling and indexing the web:
  • personalisation
  • ranking search results
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Here is a non comprehensive list of search types that Google does well, that ChatGPT can’t do at all (yet 😁)
  • Sports
  • Weather
  • Current Events
  • Location specific knowledge
  • Future events
  • Images
  • Video
 
Limitation of ChatGPT
  • Access to the Internet and Location Based Information
  • Outdates data
 
Usecases:
  • essays
  • text summary
  • data analysis
  • personal assistant / chat bot
  • marketing and content creation
  • Simple english to sql
  • spreadsheets on steriods using GPT3()
  • html code for diagrams, templates, codes
     
     
     
     
     
    References:
    1. https://openai.com/blog/openai-baselines-ppo/
    1. https://www.assemblyai.com/blog/how-chatgpt-actually-works/
    1. https://tsvillain.medium.com/introducing-openais-chat-gpt-the-future-of-language-generation-9db5cdd4ad1b
    1. https://medium.com/@cdkumordzie/all-you-need-to-know-about-chatgpt-why-its-a-threat-to-google-fd2b887c8ff8
    1. https://medium.com/@KunalSavvy/chat-gpt-the-good-the-bad-and-the-ugly-d18583b47904
    1. https://medium.com/@asarav/the-limitations-of-chat-gpt-8b73f5859bb4
    1. https://medium.com/coinmonks/make-your-life-easier-with-chat-gpt-3-feaa6e45a347
    1. https://medium.datadriveninvestor.com/getting-past-the-hype-the-most-practical-gpt-3-uses-cases-business-can-implement-today-63d66a0cb1a9#:~:text=ChatGPT can write basic code,specifying the parameters and instructions.
    1. https://cobusgreyling.medium.com/practical-chatbot-use-cases-for-gpt-3-73417b4024a9
    1. https://medium.com/geekculture/a-chatbot-application-by-finetuning-gpt-3-2682aad25356
    1. https://pub.towardsai.net/crazy-gpt-3-use-cases-232c22142044
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