This is not an exhaustive list (people can add more in replies), but at least some of the articles I saw recently that stood out. It's still early days but this new programming paradigm has the potential to expand the number of programmers to ~1.5B people.
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GPT as Backend: LLM-Powered State Management with Natural Language
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6/ "GPT is all you need for the backend" https://
github.com/TheAppleTucker
/backend-GPT
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Tired: use an LLM to help you write a backend
Wired: LLM is the backend
Inspiring project from a recent Scale hackathon. The LLM backend takes state as JSON blob and modifies it based on… English description. -
ChatGPT iOS Shortcut Creates Advanced HomeKit Voice Assistant
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5/ "ChatGPT in an iOS Shortcut — Worlds Smartest HomeKit Voice Assistant" https://
matemarschalko.medium.com/chatgpt-in-an-
ios-shortcut-worlds-smartest-homekit-voice-assistant-9a33b780007a
… This voice assistant is significantly more capable and personalized than your regular Siri/Alexa/etc., and it was programmed in English. -
Building a Virtual Machine Inside ChatGPT with English Programming
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4/ Building A Virtual Machine inside ChatGPT https://
engraved.blog/building-a-vir
tual-machine-inside/
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Here we start getting into specifics of "programming" in English. Take a look at the rules and input/output specifications declared in English, conditioning the GPT into a particular kind of role. Read in full. -
Google Stops Funding Unmaintained Open Source Project
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Because I made drama and @joshdholtz jumped up put his kids away and rushed to a release. It is unmaintained *by Google*; they stopped all funding. It should no longer be under their umbrella.
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H2O Wave: Python Framework for Building Demos Without Web Technologies
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3. H20 Wave →
http://
wave.h2o.ai H2O Wave is an open-source Python development framework that makes it fast and easy to develop demos. No HTML, Javascript, or CSS knowledge is required. Just with Python -
Gradio: Fast Web Interface for ML Models Demo
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2. Gradio → http://
gradio.app An alternative tool for making web apps for data science and machine learning. This is also a fastest way to demo your machine learning model with a friendly web interface. -
Streamlit: Open-source Python library for ML web apps
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1. Streamlit → https://t.co/Qq4k2f72Ae
— Sumanth (@Sumanth_077) 19 février 2023
An open-source Python library that makes it easy to create and share web apps for machine learning and data science.
Just a few lines of code allows you to make beautiful demos of data scripts and ML models that you can share. pic.twitter.com/UBepd28ijI1. Streamlit → http://
streamlit.io An open-source Python library that makes it easy to create and share web apps for machine learning and data science. Just a few lines of code allows you to make beautiful demos of data scripts and ML models that you can share. -
3 Easiest Ways to Showcase Your Machine Learning Model
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In Machine Learning after you train a model, the BEST way to showcase is it to make a demo for others to try it. Here are 3 of the easiest ways to make a demo of your machine-learning model:
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Open Source Project Governance and Google Funding Concerns
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It’s open source. It just shouldn’t be under the Google umbrella if they can’t even be bothered to pay a freelancer for a few hours per month. Maybe @mobilenativefdn would be a good place.