Research

AI Large Language Models

GraphRAG: LLM-Derived Knowledge Graphs for RAG

This video is from Alex Chao. GraphRAG is a research project from Microsoft exploring the use of knowledge graphs and large language models for enhanced retrieval augmented generation. It is an end-to-end system for richly understanding text-heavy datasets by combining text extraction, network analysis, LLM prompting, and summarization.

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AI Ethics Generative AI

Microsoft’s New REALTIME AI Face Animator – Make Anyone Say Anything

This video from AI Search highlights Microsoft’s new VASA-1 model.

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AI Research

Bulk Reading Abstracts of New AI Papers – April 12, 2024

This video from Tunadorable where he reads the summaries of the papers I chose here on his weekly newsletter.

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AI Research

RAFT: Adapting Language Model to Domain Specific RAG Paper Discussion

This video is from Rithesh Sreenivasan. “Retrieval Augmented Fine Tuning (RAFT), a training recipe that improves the model’s ability to answer questions in an “openbook” in-domain setting. In RAFT, given a question, and a set of retrieved documents, we train the model to ignore those documents that don’t help in answering the question, which we […]

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Science

Unlimited Fresh Water: Can MIT’s Breakthrough Save Us?

This video from Ziroth is an exploration into a resent rabbit hole he went down. I read about MIT’s new desalination breakthrough on Reddit, and needed to learn more! The topic of desalination is an important one that is only becoming more critical and could be a lifeline for huge area of the world. As […]

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AI Science

The Biggest Science Mysteries That Could Soon Be Solved With AI

This video is from Joe Scott. With all the hubbub around AI in the last year, all its promises and perils, I thought I would spend a video talking about a major upside to artificial intelligence – the science mysteries it is likely to solve. So here are a handful of the biggest mysteries AI […]

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AI Interesting

How to Brainstorm better than ChatGPT with Knowledge Graphs and GPT 4 | InfraNodus Tutorial

In this video, Nodus Labs demonstrate how you can develop your ideas using https://infranodus.com knowledge graphs and built-in GPT-4 AI. The core of the approach is to use the AI for inspiration, instead of having it write content for you. The “Idea generation” app in #infranodus will suggest you begin by writing an idea you […]

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AI Large Language Models Research

‘Show Your Working’: ChatGPT Performance Doubled w/ Process Rewards (+Synthetic Data Event Horizon)

This video is from AI Explained is a few weeks old, but it’s amazing look at the state of the art LLMs. At least what state of the art was last month. I have not only read the Let’s Verify step by Step paper released less than 24 hours ago, I have combed the release […]

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