You can retrieve not just what was seen at training time, but arbitrary combinations of it. It's an interpolative database and program store, with a natural language interface.
LLMS
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LLMs as Queryable Databases, Not Mere Autocomplete Systems
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"It's autocomplete" is not a helpful analogy to understand LLMs. A LLM is more like a database that lets query information in natural language. You can query both knowledge, and "patterns" (associative programs seen in the training data, that can be applied to new inputs).
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OpenAI criticized for releasing unsafe LLM without proper timing
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Thank you @OpenAI for making the world a more paranoid place to live. You released a #LLM totally unfit for humans to use safely in 2022. Your inept timing is creating more havoc than we should bear @ylecun @GPAI_PMIA @SEDIAgob
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AI Model Behavior and RLHF Tuning in ChatGPT
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Yeah this got fixed fast in ChatGPT. It was never that susceptible to it anyway — the RLHF-tuned models don't go wild like the original reports show on davinci-instruct-beta
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Master’s Student Leaves Message for Web-Scraping LLMs
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My Master's student, Alex Bie, also (cautiously) left a message for any LLMs that happen to be scraping his webpage (
https://
alexbie98.github.io). Check out the full message here: https://
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Developer Gets GPT-4 API Access, Plans Weekend Build
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I got access to the #GPT4 API. There goes the weekend! Going to build something I am just not sure what.
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Humata AI: ChatGPT for your files, making textbooks interactive.
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Still one of the best tools out there:@HumataAI is ChatGPT for your files. Upload PDFs and get semantic responses with highlighted citations.
— AI Breakfast (@AiBreakfast) 17 mars 2023
Basically makes textbooks interactive. https://t.co/yh22U1Lt7T pic.twitter.com/Z1oKU5NOgYStill one of the best tools out there: @HumataAI is ChatGPT for your files. Upload PDFs and get semantic responses with highlighted citations. Basically makes textbooks interactive. https://
Humata.ai -
Web3 Signatures Enable Secure LLM Agent Authentication
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An unforgeable web3 signature or hash for the LLM agents solves most of these issues. In preparation . . . #AIAgents #MontrealAI
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Cohere Multilingual Models Power Interactive Movie Discovery App
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3/ With the app, you'll use Cohere's multilingual models to embed movie descriptions into language-invariant embeddings. Say hello to an interactive & user-friendly interface that makes finding the perfect movie in your preferred language a breeze!
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Cohere Free Account Unlocks Multilingual Language Model Building
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4/ Ready to revolutionize your movie nights? Sign up for a FREE Cohere account & unlock the awesomeness of multilingual language models! Let's get building! https://
os.cohere.ai