Everyday AI Podcast – An AI and ChatGPT Podcast

EP 294: Why the Future of AI Will Be Built by Non-Technical Domain Experts

Jun 14, 2024

Jared Zoneraich, Founder of PromptLayer, discusses the vital role of non-technical domain experts in AI development. He highlights how leveraging domain knowledge can enhance the effectiveness of AI applications. The conversation delves into the art of prompt engineering, emphasizing that better interaction with AI lies in expertise, not just tech skills. Zoneraich also covers the shift toward smaller, customized AI models and the importance of continuous adaptation in this fast-evolving landscape, ensuring human insight remains central to AI innovation.

32:43

Episode guests

Jared Zoneraich

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Quick takeaways

Non-technical domain experts are crucial for innovative AI products, bringing vital expertise for accuracy.

Ethical guidelines and frameworks are imperative in AI development to ensure safety and address risks.

Deep dives

Domain Experts Shaping the Future of AI

The future of AI product development challenges the misconception that machine learning experts are the sole drivers. Rather, non-technical domain experts hold the key to building innovative AI products. Domain expertise, like legal knowledge for a legal AI app, is essential for ensuring the accuracy and relevance of AI outputs. By integrating domain experts into AI development teams, applications can surpass generic solutions and deliver tailored results.

Domain Knowledge: The Key to Building Successful AI Products

01:21

Empower Domain Experts in AI Development

01:28

Adaptability and Modularity in Building AI Applications

01:45

Intro

5min

The Art of Prompt Engineering

5min

The Future of AI: Custom Models and Domain Expertise

3min

Mastering AI: The Role of Prompt Engineering

15min

Understanding Computational Thinking through Practical Examples

2min

The Crucial Role of Domain Experts in AI Development

3min

Prompting a large language model requires a bunch of tech know-how right?

↳ Super structured inputs
↳ RAG
↳ Fine-tuning

Meh. Not so much. The best way to prompt your way to better results? Flex your domain expertise. Jared Zoneraich, Founder of PromptLayer, joins us to discuss.

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More on this Episode: Episode Page
Join the discussion: Ask Jordan and Jared questions on building AI

Related Episodes: Ep 164: ChatGPT Doesn’t Suck. Your Prompts Do.
Ep 179: Mastering Prompts With An OpenAI Ambassador – The One Secret Skill Revealed

Upcoming Episodes: Check out the upcoming Everyday AI Livestream lineup
Website: YourEverydayAI.com
Email The Show: info@youreverydayai.com
Connect with Jordan on LinkedIn

Topics Covered in This Episode:
1. Importance of prompt engineering
2. Role of non-technical domain experts
3. Evolving landscape of AI technology
4. Future concerns and preparations

Timestamps:
01:35 Daily AI news
04:32 About Jared and PromptLayer
07:19 Creating successful AI product hinges on expertise.
08:45 Simplifying AI development and retaining human input.
11:50 Small models vs big models: implications for AI.
17:10 LLMs elevate conversation and knowledge sharing.
21:12 Product success depends on voice and connection.
22:29 Rapid adaptation to new technology creates disparity.
27:02 Prepare AI models, modular approach, conversational application.
29:38 Key steps in maximizing AI model productivity.

Keywords:
Jordan Wilson, prompt engineering, machine learning, Pope Francis, ethical AI, G7 summit, AI regulation, General Paul Nakasone, OpenAI, cybersecurity, Microsoft, recall feature, privacy advocates, Jared Zoneraich, Prompt Lair, nontechnical domain experts, AI products, AI services, Cursor, Copilot, Hevia, ParentLab, Gorgias, communication skills, large language models, commoditization of knowledge, computational thinking, AI revolution, AI applications, human expertise in AI.

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