OpenAI Fine-Tuning Update, Acceleration Debate, and Bundling AI Services
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
SPONSORS: NetSuite | Omneky
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The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
(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