Funny @sirbayes Learning methods — supervised, RLHF, policy gradients, Dagger, self-training — can be seen as optimisation with the following gradient: grad = Expectation_x,y [ F(x,y) grad log p(y|x) ] Choices of F and how x and y are produced determine the learning type 1/n
AI
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Mobile AI Tool Offers Better Interface Than ChatGPT
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Just tried it on a few – really good! Definitely easier than ChatGPT interface on mobile
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AI-Powered Long-Form Content and Podcast Summarization
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I want to try it with a realllly long ramble. Would also love to have it listen to podcast convos and write the summary for me.
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Oasis AI Portfolio Company Opens TestFlight Access
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Oasis is a portco and @mattmireles let me share the TestFlight if you want to try it out: http://
oasis.so/Testflight -

Oasis AI App Transforms Voice Notes Into Multiple Summaries
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The new @theoasisAI app is beautifully simple and useful. Hit record, ramble, and it summarizes what you said in a bunch of different formats. Playing with it this weekend and I’ve pulled it out to capture an idea 4 times this morning.
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Finding Right Contact for BC Ethics Inquiry
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Same problem, I tried emailing a contact but I'm not sure it's the right one. Any ideas @BCEthics ?
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MIT’s MiniCity Tests Autonomous Urban Perception Planning
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Cruising through MIT’s MiniCity, a scaled-down McWorld for testing autonomous urban perception & planning. pic.twitter.com/OsuvGoqfJk
— MIT CSAIL (@MIT_CSAIL) 11 février 2023Cruising through MIT’s MiniCity, a scaled-down McWorld for testing autonomous urban perception & planning.
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AirByte Loader enables data integration for LangChain applications
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As the final days of #chatyourdata challenge approach, we have one last document loader to enable you… AirByte Loader @AirbyteHQ has 100s of data connectors, and now you can easily use them to load data into a format you can use in LangChain Links
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LangChain Tools for Data Loading and AI Chat Applications
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AirByte Loader: https://
langchain.readthedocs.io/en/latest/modu
les/document_loaders/examples/airbyte_json.html
… ChatVectorDBChain Notebook: https://
langchain.readthedocs.io/en/latest/modu
les/chains/combine_docs_examples/chat_vector_db.html
… Chat-Your-Data Challenge: https://
blog.langchain.dev/chat-your-data
-challenge/
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Open Source ChatGPT Alternative Dataset Contribution Initiative
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Tenéis toda la info en este vídeo. Pero el TL;DR es que estamos contribuyendo al dataset de un futuro asistente similar a ChatGPT que sea open source. Más datos de calidad Mejor rendimiento. Así que cualquier difusión y ayuda será bienvenida 🙂 https://
youtube.com/watch?v=XYT1Tx
INbuM&ab_channel=DotCSV
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