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