Yohei Nakajima: BabyAGI, AI Agents & AI Investing | Around the Prompt #2
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- čas přidán 19. 06. 2024
- Join Logan Kilpatrick and Nolan Fortman as we dive deep into the future of AI Agents, how they will Affect businesses, developers, and the world.
Yohei is one of the deepest thinkers in the world of AI agents, as the creator of Baby AGI and the backer of many companies in the agent space. I hope you all enjoy this conversation as much as Nolan and I did.
Takeaways
- Building AI tools for venture capital can provide value to founders and investors.
- The future of AI in venture capital lies in the development of autonomous agents and the integration of AI into VC workflows.
- Verticalized AI solutions can capture value quickly by addressing specific tasks and industries.
- The adoption of AI in organizations requires a mindset shift and a focus on empowering employees rather than replacing them.
- The AI landscape is constantly evolving, and there is still much to be explored and developed. Location can have an impact on attending events and the fear of missing out (FOMO). Being in a different location can provide a different perspective and prevent exhaustion from attending too many events.
- Vector databases play a crucial role in enabling AI applications, particularly in semantic search. There is a growing number of companies providing vector database solutions, but there is still room for improvement in fine-tuning embeddings for specific use cases.
- Knowledge graphs were gaining traction before the rise of large language models. However, there is potential for knowledge graphs to be integrated with AI and solve complex problems.
- The decision to go open source or closed source depends on various factors, including the team's unique strengths, target market, and business goals. It is a strategic decision that reflects the values and philosophy of the company.
- Building in public can be a strategic decision that aligns with a company's values and philosophy. It can help gain attention, work with other developers, and establish credibility.
- There is a mix of experienced founders and new founders in the AI space. Both have their advantages, with experienced founders bringing valuable expertise and new founders bringing fresh and innovative ideas.
- Yohei expresses optimism for the future of AI and technology, hoping to see advancements in autonomous agents, knowledge graphs, and passive AI. He looks forward to the progress and exciting ideas that will emerge in the coming years.
Chapters
00:00 The Inspiration and State of BABY AGI
04:09 AI Tools in Venture Capital
09:03 Investing in Founders and Big Markets
13:39 Innovation in Industries with AI
15:00 Creating a Competitive Advantage for Startups
23:24 Integrating Agents with Human Workers
24:52 Vertical vs General Agent Solutions
25:20 Vertical Use Cases vs General AI Agents
29:32 Exploring New Interaction Paradigms
39:19 Enabling Semantic Search with Vector Databases
44:36 The Strategic Decision of Open-Sourcing Projects
45:57 The Mix of Experienced Founders and New Founders - Věda a technologie
I am excited to see my Pet Programming Language PROLOG being revived to work on Knowledge Graphs in AI.I am keen to even join a research project as a volunteer!!
Great work. Thanks for sharing.
Big fan of both, perfect for a Saturday morning walk - thanks for producing!
Love this! Keep up the good work, can't wait for I/O!
Big Yohei fan
Same, so thoughtful.
Great interview. Well done Logan!
awesome interview
Kinda interesting that the automatic chapter from CZcams says ABAGI instead of BabyAGI
Where can we find access to MeanVC?
I mean... great question
The interviewers audio is distorted and pretty harsh on the ear
Huh, apparently Yohei Nakajima is my friend on Facebook, I had no idea! :)
31:00, 39:30, 40:11
Why is your voice distorted? 🤔
Airpods
Yeah, might be, I am actually using an external mic I think, the AirPods are just to hear the guest. Still working on quality :)