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.
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.
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.
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.
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.
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.
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.