9/ Pulling in one more relevant tweet of mine from a while ago. GPTs run natural language programs by completing the document.
INNOVATION
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New Programming Paradigm Expands Developer Base to 1.5B People
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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
…
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. -
Prompts Enable Complex Multi-Step Reasoning Through Strategic Design
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2/ These two [1] https://
arxiv.org/abs/2205.11916 , [2] https://
arxiv.org/abs/2211.01910 are good examples that the prompt can further program the "solution strategy", and with a good enough design of it, a lot more complex multi-step reasoning tasks become possible. -
Prompting GPTs: Ask for the performance you want
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3/ These two articles/papers: [1] https://
evjang.com/2021/10/23/gen
eralization.html
… [2] https://
arxiv.org/abs/2106.01345 bit more technical but TLDR good prompts include the desired/aspiring performance. GPTs don't "want" to succeed. They want to imitate. You want to succeed, and you have to ask for it. -
Media Coverage Gap: Views Versus Structural AI Shifts
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The fundamental problem with journalism & media in a nutshell is: what generates views != what really matters it’s hard to blame the media for producing what makes them money (politics & personality pieces), but now it’s rare to read about structural shifts that really matter
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Google Maintains Project But Refuses Foundation Transfer
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Google has maintainers. They just don’t wanna spend time nor money on it. Also don’t wanna move it to @mobilenativefdn
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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