ChatGPT and GitHub Copilot are AI products that have been successful in various fields, raising questions about their potential to replace human jobs.

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  00:00

  ChatGPT, a powerful language model, has gained 100 million users in two months, but is being used for cheating and has been banned in some school districts.

  • ChatGPT is a chatbot by OpenAI that can answer complex questions and is being used to write essays, draft emails, and even write code.
  • ChatGPT, a pre-trained large language model, has hit 100 million users in two months, but is being used for cheating, leading to some school districts banning access.
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  02:19

  ChatGPT and GitHub Copilot are AI products that have been successful in various fields, raising questions about their potential to replace human jobs.

  • ChatGPT has passed exams from law school, business school, and medical school, and is now able to pass Google coding interviews, raising questions about its ability to replace engineering jobs.
  • GitHub Copilot is an AI product that has been successful but underreported in mainstream media.
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  04:05

  Google Brain's transformer model revolutionized language models with its self-attention mechanism.

  • It's like auto complete on steroids, helping you write code quickly and accurately by taking your whole code base as context.
  • Google Brain's 2017 paper "Attention is All You Need" proposed the transformer model, a simple neural network based on the self attention mechanism, which caused a paradigm shift in large language models.
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  05:44

  OpenAI used the transformer model to pre-train GPT-1, and further fine-tuned GPT-3.5 with guardrails for supervised training to create a chat bot.

  • OpenAI used the transformer model to pre-train GPT-1 by feeding it a lot of data from the internet, allowing for more efficient training with lots of data compared to RNN.
  • GPT-3.5 is a more fine-tuned version of GPT-3 with guardrails, which is further fine-tuned for supervised training to behave properly as a chat bot.
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  08:25

  OpenAI's ChatGPT caused a viral sensation, making people think Google was done, but Google's LaMDA is similar but they have to move more conservatively than a startup would.
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  09:56

  Microsoft invested $10 billion in OpenAI for a 49% stake, while Google invested $400 million in OpenAI's rival Anthropic.
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  11:22

  Google launched a ChatGPT clone, Bard AI, which made a mistake and cost them a hundred billion dollars, while Microsoft responded with their own ChatGPT-enabled Bing, and Netflix is too busy cracking down on password sharing to care about AI.
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  12:58

  Integrate ChatGPT and GitHub Copilot to become a cyborg and optimize your software engineering workflow.

  • Integrate ChatGPT and GitHub Copilot into your workflow to reduce tedious parts of software engineering and become a cyborg.
  • GitHub Copilot's next product release will turn issue/PR descriptions into code commits, so software engineers should get good at writing issues and reviewing PRs.