I don’t know much about image models, but prompting them seems very different. It’s more of an associative bag of labels than a text.
@goodside
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Just Ask is Baseline, Not Competition to Prompt Engineering
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I don’t think “Just ask” is competition to prompt engineering — it’s the baseline that it extends. If our oversight stops being useful, it implies we can no longer imagine a task too hard for “Just ask” to do reliably. This seems unlikely pre-AGI.
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Prompt engineering valuable until AGI; ‘just ask’ will lag behind
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People ask me about the ephemerality of LLM prompt engineering. I think it will be valuable for the foreseeable future, i.e. until AGI. “Just ask” will improve. Today’s PE with be obsolete, perhaps quickly. But “Just ask” will always lag behind the frontier.
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Recommendation of learnprompting.org and Twitter media tab
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http://
learnprompting.org is good. Or the media tab on my Twitter. -
Prompt engineering definitions vary and some deserve skepticism
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lol, no worries! “Prompt engineering” means different things to different people and some definitions rightfully deserve skepticism.
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From 7 likes to viral: GPT-3 tweet thread evolution
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How it started: In April 2022, I tweet my first GPT-3 screenshot thread to my ~200 followers. I receive 7 likes across all posts, including 4 from my wife. How it’s going:
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Choosing between text-davinci-003 and code-davinci-002 based on task
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text-davinci-003 or code-davinci-002 depending on the task.
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Scaling issues during ChatGPT’s surge, but fine lately.
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It’s been fine lately, but they had some scaling issues when ChatGPT was blowing up.
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LLM discoveries: first prior example of mode collapse
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LLM discoveries are everywhere. You find them by poking the model and trying stuff. My tweet below is the first prior example cited in @repligate
’s “Mysteries of mode collapse” on LW — I had no idea what it was; I just thought it was weird. https://
lesswrong.com/posts/t9svvNPN
mFf5Qa3TA/mysteries-of-mode-collapse
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VS Code Jupyter Notebook with Copilot as GPT-3 interface
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VS Code’s Jupyter Notebook editor is solid and works with Copilot. That’s my main interface to GPT‑3 / LLMs.