"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

OpenAI Fine-Tuning Update, Acceleration Debate, and Bundling AI Services


Listen Later

Nathan and Erik chat OpenAI GPT-3.5 fine tuning updates, using GPT 4 outputs to fine-tune 3.5, when to accelerate, and AI bundles. If you're looking for an ERP platform, check out our sponsor, NetSuite: http://netsuite.com/cognitive


We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.


SPONSORS: Shopify | NetSuite | Omneky

Shopify is the global commerce platform that helps you sell at every stage of your business. Shopify powers 10% of ALL eCommerce in the US. And Shopify's the global force behind Allbirds, Rothy's, and Brooklinen, and 1,000,000s of other entrepreneurs across 175 countries.From their all-in-one e-commerce platform, to their in-person POS system – wherever and whatever you're selling, Shopify's got you covered. With free Shopify Magic, sell more with less effort by whipping up captivating content that converts – from blog posts to product descriptions using AI. Sign up for $1/month trial period: https://shopify.com/cognitive


NetSuite has 25 years of providing financial software for all your business needs. More than 36,000 businesses have already upgraded to NetSuite by Oracle, gaining visibility and control over their financials, inventory, HR, eCommerce, and more. If you're looking for an ERP platform ✅ head to NetSuite: http://netsuite.com/cognitive and download your own customized KPI checklist.


Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off.


TIMESTAMPS:

(00:00) - Intro and GPT-3.5 fine tuning update

(05:50) - Using GPT-4 to generate training data for GPT-3.5 

(09:54) - Potential for training models on synthetic/cleaned data 

(10:24) - Using chain of thought prompts to improve model performance 

(15:02) - Sponsors: Netsuite | Omneky

(19:39) - Accelerating applications vs new AI models 

(20:40) - What to accelerate vs what to slow down

(26:07) - AI as a co-pilot vs fully automating tasks 

(30:12) - When to delegate to AI

(36:40)- Displacement of human roles by AI systems

(40:39) - Does training on synthetic data solve a problem?

(45:10) - The idea of an AI bundle/subscription 

(50:28) - Bundling in other industries like cable and SaaS

(54:27) - Churn and retention challenges for AI apps 

(01:02:54) - Low retention for easy-to-use AI apps

(01:03:57) - Incentives for AI companies to join a bundle

(01:04:39) - Potential for collaboration between AI companies 

(01:12:01) - Leading AI firms creating separate bundles

(01:16:43) - Outro

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

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player AnalysisBy Erik Torenberg, Nathan Labenz

  • 4.6
  • 4.6
  • 4.6
  • 4.6
  • 4.6

4.6

81 ratings


More shows like "The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

View all
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) by Sam Charrington

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

443 Listeners

Practical AI by Practical AI LLC

Practical AI

189 Listeners

Last Week in AI by Skynet Today

Last Week in AI

288 Listeners

Machine Learning Street Talk (MLST) by Machine Learning Street Talk (MLST)

Machine Learning Street Talk (MLST)

88 Listeners

Dwarkesh Podcast by Dwarkesh Patel

Dwarkesh Podcast

379 Listeners

"Moment of Zen" by Erik Torenberg, Dan Romero, Antonio Garcia Martinez

"Moment of Zen"

90 Listeners

No Priors: Artificial Intelligence | Technology | Startups by Conviction

No Priors: Artificial Intelligence | Technology | Startups

121 Listeners

This Day in AI Podcast by Michael Sharkey, Chris Sharkey

This Day in AI Podcast

199 Listeners

Latent Space: The AI Engineer Podcast by swyx + Alessio

Latent Space: The AI Engineer Podcast

77 Listeners

"Upstream" with Erik Torenberg by Erik Torenberg

"Upstream" with Erik Torenberg

61 Listeners

The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis by Nathaniel Whittemore

The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis

455 Listeners

"In The Arena" by Turpentine

"In The Arena"

16 Listeners

The Hill & Valley Forum Podcast by Jacob Helberg, Delian Asparouhov, Christian Garrett

The Hill & Valley Forum Podcast

11 Listeners

"Econ 102" with Noah Smith and Erik Torenberg by Turpentine

"Econ 102" with Noah Smith and Erik Torenberg

143 Listeners

"Turpentine VC" | Venture Capital and Investing by Erik Torenberg

"Turpentine VC" | Venture Capital and Investing

21 Listeners

"Tech Finance" with Sasha Orloff: B2B Fintech | AI | Finance Tech by Puzzle, Turpentine

"Tech Finance" with Sasha Orloff: B2B Fintech | AI | Finance Tech

43 Listeners

"1 to 1000" | Scaling Startups with CEOs by Turpentine

"1 to 1000" | Scaling Startups with CEOs

2 Listeners

"The Riff" with Byrne Hobart and Erik Torenberg by Byrne Hobart, Erik Torenberg

"The Riff" with Byrne Hobart and Erik Torenberg

20 Listeners

"Live Players" with Samo Burja and Erik Torenberg by Turpentine

"Live Players" with Samo Burja and Erik Torenberg

41 Listeners

AI and I by Dan Shipper

AI and I

33 Listeners

History 102 with WhatifAltHist's Rudyard Lynch and Austin Padgett by Turpentine

History 102 with WhatifAltHist's Rudyard Lynch and Austin Padgett

150 Listeners

Emergent Behavior by Turpentine

Emergent Behavior

7 Listeners

"WhatifAlthist" | World History, Philosophy, Culture by Rudyard Lynch

"WhatifAlthist" | World History, Philosophy, Culture

77 Listeners

"Autopilot" with Will Summerlin by Will Summerlin | Turpentine

"Autopilot" with Will Summerlin

4 Listeners

"Company Breakdowns" by Turpentine

"Company Breakdowns"

5 Listeners

Training Data by Sequoia Capital

Training Data

40 Listeners

Complex Systems with Patrick McKenzie (patio11) by Patrick McKenzie

Complex Systems with Patrick McKenzie (patio11)

114 Listeners

"Second Opinion" with Christina Farr, Ash Zenooz MD & Luba Greenwood JD by Christina Farr, Luba Greenwood, Ash Zenooz

"Second Opinion" with Christina Farr, Ash Zenooz MD & Luba Greenwood JD

15 Listeners

"1 to 100" | Hypergrowth Startups Worth Joining by Turpentine, Why You Should Join

"1 to 100" | Hypergrowth Startups Worth Joining

0 Listeners

"This Won't Last" with Keith Rabois, Kevin Ryan, Logan Bartlett, and Zach Weinberg by Turpentine, Keith Rabois, Logan Bartlett, Zach Weinberg, Kevin Ryan

"This Won't Last" with Keith Rabois, Kevin Ryan, Logan Bartlett, and Zach Weinberg

17 Listeners

"Modern Relationships" by Erik Torenberg, Turpentine

"Modern Relationships"

7 Listeners