DAGGER is a form of counterfactual teaching as explained in https://
arxiv.org/abs/2110.10819 – Note that it is the student who always acts. The teacher only provides corrections, which are used to minimise the LLM loss directly. Note however that this imitation IS NOT supervised learning.
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DAGGER Counterfactual Teaching Method for LLM Training
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DAGGER: Imitation Learning Alternative to Reinforcement Learning
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People are asking if there are alternatives to RL in RLHF. Yes, imitation with DAGGER (tutorial: https://
ri.cmu.edu/publications/a
n-invitation-to-imitation/
… ). The user provides feedback with corrections, e.g. when the agent says “that” the user tells the agent that instead of saying “that”, it should say “this”. -
ChatGPT future predictions confirmed one week later insights
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En el directo de la semana pasada nos preguntamos cómo sería el futuro de herramientas como ChatGPT y ya 7 días después algunas cosas se han demostrado ciertas. Hay info super relevante para entender lo que va a venir
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France must choose between generous welfare model or productivity
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La France ne peut pas être schizophrène. Soit nous voulons maintenir un modèle social généreux (et les retraites qui vont avec) et dans ce cas nous devons collectivement produire plus pour le financer. Soit nous devons y renoncer. C'est ce choix qu'il faut présenter aux Français.
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Moûsai: Cascading Latent Diffusion for High-Quality Text-to-Music
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A new AI research presents a cascading latent diffusion approach called Moûsai that simplifies high-quality text-to-music at 48kHz. To read how this method can generate minutes of high-quality music in real-time, visit: https://
bit.ly/3JPoyt6 @jeevprabnivash @_DigitalIndia -
Bing Introduces Chat Mode Following ChatGPT Success
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Bonus: Chat Mode to have a follow-up conversation just like ChatGPT. Join the waitlist now – https://
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AI Summarization with Citations: Beyond ChatGPT Capabilities
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5. Summarize and simplify things on-the-fly! Input: Write a summary of the history of Rome suitable for a 10 year old. Unlike ChatGPT, it also has citations for the generated response.
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Using AI to Write Letters to Political Representatives
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4. Write a letter like a pro! Input: Write a letter to my representative in support of making election day a national holiday.
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GitHub Copilot: AI-Powered Code Generation in Browser
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3. Writing code on the fly (power of GitHub copilot in the web browser itself) Input: Write code to find the Fibonacci sequence in Python.
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AI Writes Movie Script for Travel Surfing Video Intro
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1. Write a Movie Script! Input: Write a script for the intro of my travel video about surfing on Oahu's Northshore. I'm Chris and this is "Chris Tries New Things." The north shore is a legendary spot for surfers and I'll show you why.