Episode Details

We're joined by John Hayes, CEO and Cofounder of Ghost, a self-driving car startup using multimodal LLMs to solve the autonomous driving problem, that OpenAI just invested $5 million into. If you need an ERP platform, check out our sponsor NetSuite: http://netsuite.com/cognitive.

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@labenz (Nathan)

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TIMESTAMPS:

00:00:00) - Introduction to John Hayes and Ghost Autonomy's partnership with OpenAI

(00:04:30) - The journey to founding Ghost, and how multimodal LLMs will change self-driving cars

(00:05:03) - John's background founding Pure Storage and moving into autonomy

(00:13:24) - Overview of different self-driving technology stacks (Lidar vs cameras)

(00:14:03) - Sponsors: Shopify | Omneky

(00:25:39) - Different approaches to how we know self-driving cars work well enough for public deployment

(00:32:21) - Sponsors: Netsuite | Oracle

(00:34:24) - Current state of robotaxis and China

(00:39:47) - Where Ghost fits into the autonomous driving landscape and their tech stack

(00:50:51) - Affordable radar systems

(00:51:54) - Ghost’s approach to interpretability

(00:53:27) - Using LLMs for driving

(00:54:59) - Partnership with OpenAI and how Ghost’s unique LLM solution to the self-driving problem

(00:57:40) - GPS’ unreliability which can be solved by multimodal approach

(01:02:31) - Hallucination is the best part of LLMs

(01:04:09) - Using maps as extended memory and storage for driving data

(01:09:20) - Ghost business model and the user experience

(01:16:37) - OpenAI as currently the only provider of