The Stack Overflow Podcast

Are long context windows the end of RAG?


Listen Later

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

...more
View all episodesView all episodes
Download on the App Store

The Stack Overflow PodcastBy The Stack Overflow Podcast

  • 4.3
  • 4.3
  • 4.3
  • 4.3
  • 4.3

4.3

62 ratings


More shows like The Stack Overflow Podcast

View all
Hanselminutes with Scott Hanselman by Scott Hanselman

Hanselminutes with Scott Hanselman

379 Listeners

Software Engineering Radio - the podcast for professional software developers by se-radio@computer.org

Software Engineering Radio - the podcast for professional software developers

263 Listeners

.NET Rocks! by Carl Franklin and Richard Campbell

.NET Rocks!

245 Listeners

The Changelog: Software Development, Open Source by Changelog Media

The Changelog: Software Development, Open Source

285 Listeners

The Cloudcast by Massive Studios

The Cloudcast

153 Listeners

Thoughtworks Technology Podcast by Thoughtworks

Thoughtworks Technology Podcast

43 Listeners

Talk Python To Me by Michael Kennedy

Talk Python To Me

585 Listeners

Software Engineering Daily by Software Engineering Daily

Software Engineering Daily

629 Listeners

Soft Skills Engineering by Jamison Dance and Dave Smith

Soft Skills Engineering

271 Listeners

AWS Podcast by Amazon Web Services

AWS Podcast

200 Listeners

Python Bytes by Michael Kennedy and Brian Okken

Python Bytes

213 Listeners

Syntax - Tasty Web Development Treats by Wes Bos & Scott Tolinski - Full Stack JavaScript Web Developers

Syntax - Tasty Web Development Treats

987 Listeners

CoRecursive: Coding Stories by Adam Gordon Bell - Software Developer

CoRecursive: Coding Stories

185 Listeners

Kubernetes Podcast from Google by Abdel Sghiouar, Kaslin Fields

Kubernetes Podcast from Google

184 Listeners

The Real Python Podcast by Real Python

The Real Python Podcast

137 Listeners