Cost v Reliability v Performance: Choose Three! pod: https://
latent.space/p/elicit
w/ @jungofthewon and @stuhlmueller How do you improve prompt engineering and ai agents? The emerging paradigm is sometimes called "Flow engineering", but @elicitorg has reinvented the Notebook, in
@swyx
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Cost Reliability Performance: Flow Engineering and AI Agent Notebooks
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AI Models: The Risk of Mimicking Human Flaws Too Perfectly
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i feel like there's potential for an Eponymous Law when we make AI model humans but forget that we don't actually want it to be completely human. an RLHF application of the Sour Lesson solutions via @jason_lopatecki and
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Incredible Prompt Engineering Solution Creating Programming Languages with LLMs
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absolutely incredible solution to the @VictorTaelin challenge (by anime pfp anon ofc) look at this peak prompt engineering llms let you construct entire programming languages from thin air limited only by your imagination
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LLM as Judge: Are All Results Mediocre 7 out of 10?
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now the bone chilling question for the lazy people who use llm as judge for everything: have you run this analysis on your judging results and is everything ~7 out of 10
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AI Engineering Manager Enjoying Current Role
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haha yeah. im enjoying being an ai eng manager right now!
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Inverse Correlation Between Specification Numbers and Model Quality
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inverse correlation between number of numbers on the announcement and the actual quality of model
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Reconsider AI Evaluation Metrics for Code Generation Capabilities
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if you consider autonomously writing 800LOC of C code from very simple instructions as "didn't work" you may wish to reconsider the nonlinearity of your evals. be well.
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Udio: AI Music Generation App with Text Prompting
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— swyx 🐣 (@swyx) 10 avril 2024
Introducing Udio, an app for music creation and sharing that allows you to generate amazing music in your favorite styles with intuitive and powerful text-prompting. 1/11
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Fair Testing: Providing Devin with Complete Files and Guidance
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realized the last 2 days have been completely unfair to devin – i didnt reupload the .py thing it is supposed to clone so it was just churning around. now i gave it both files + gave a methodological hint.
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Followup Button for Confirmation After AI Responses
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ive often wanted a followup button for “is that all?” or “are you sure?” that automatically triggers after every response