A RAG LLM connector startup is building a universal retrieval engine
In this episode, Derek, the CEO and co-founder of Carbon AI, a RAG LLM connector startup; goes deep on language models, how founders choose language models, and how to think about the next 6 months in AI.
He shares his journey from a non-technical background product manager to leading a Generative AI first, RAG LLM startup.
The conversation touches on the nuances of choosing between large and small language models, the impact of potential AI regulations, and the future trajectory of Carbon AI in the generative AI space.
Specialized Language Models: language models vs small models for specific tasks.
AI Regulation and Market Trends: current state of AI investment, potential government intervention, and the implications for startups in the AI industry.
Carbon AI's Journey and Future: From e-commerce to AI, Derek outlines the origins of Carbon AI and its strategic direction in the coming years.
🧪 Carbon - https://carbon.ai/
📈 Subscribe - / @allthingsai_hq
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Table of Contents:
00:00 - Introduction to Specialized Language Models
00:12 - Carbon AI's Role in Connecting Data to LLMs
01:09 - Building Data Connectors for LLMs
01:52 - Carbon's Customer Base
03:08 - Simplifying Carbon's Service
03:57 - Non-Technical CEO Leading a Technical AI Company
07:03 - Transition from E-Commerce to AI
09:11 - From Consumer AI App to Carbon AI
11:15 - Carbon's Business Model and Pricing
17:04 - Ideal Time for Teams to Work with Carbon
19:00 - Current State of Carbon AI
20:25 - Founders Choosing Language Models
23:38 - Understanding Model Drift
25:53 - Open vs. Closed Source Model Selection
27:02 - Small vs. Large Language Models
29:54 - Trend Towards Specialized Language Models
31:43 - AI Investment and Market Trends
33:17 - Government's Role in AI Innovation
35:15 - AI Regulation and Legislation
37:16 - Fundraising Landscape for AI Startups
39:51 - Carbon's Fundraising Journey and Future Plans
42:31 - Carbon's Path Forward and Contact Information
43:15 - Closing Remarks and How to Reach Out
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Other companies mentioned
https://www.typingmind.com/
https://jenni.ai/
https://myaskai.com/
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Music from #Uppbeat (free for Creators!):
https://uppbeat.io/t/moire/new-life
License code: TQWIWRCBLWCPP8XV
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