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	Podcast:		The Stack Overflow Podcast
	Episode:		Are long context windows the end of RAG?
	Category:		Technology
	Duration:		00:28:54
	Publish Date:		2024-04-02 04:20:00
	Description:		DBRX, an open, general-purpose LLM created by Databricks, reportedly outperforms GPT-3.5 and is competitive with Gemini 1.0 Pro. Recent research found that large, complex LLMs use a simple mechanism to retrieve stored knowledge in response to a user prompt. These mechanisms can help researchers reveal what the model knows and potentially even correct false information it has stored. FTX co-founder Sam Bankman-Fried, whose downfall began in late 2022, was sentenced last week to 25 years in prison for conspiracy and fraud. Find Michael on LinkedIn. Find Cassidy on her website. Stack Overflow user Bucket received a well-deserved Lifeboat badge for rescuing How to calculate decimal(x, y) max value in SQL Server from an ocean of ignorance. Chapters (please note that these timestamps may not be exact): 00:00 Introduction and White Paper Discussion 02:01 Long Context Windows and Retrieval Augmented Generation 05:56 Models' Ability to Recall Relevant Information 07:18 Models' Creativity and Thinking Outside the Box 09:41 Advantages and Limitations of Models' Knowledge 15:09 Databricks' Open Language Model 22:25 Sam Bankman-Fried’s Sentence and the Effects on Crypto/Blockchain 31:28 Closing Remarks and Lifeboat Badge
	Total Play:		0