Future of Data and AI The Future of AI: LLMs, AGI, and Beyond (Part 2)
Jun 21, 2024
Bob van Luijt, Co-founder and CEO of Weaviate, shares insights on the evolving AI landscape alongside Raja Iqbal. They discuss the rapid development of large language models (LLMs) and the integration with vector databases. The duo delves into the potential of domain-specific AI models and the challenges of achieving Artificial General Intelligence (AGI). They tackle the intricate definitions of AGI while exploring cultural and philosophical implications. Join them as they navigate innovations in AI and the reality of implementation in enterprise settings.
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AI as the Fourth Wave
- AI is the fourth wave after internet, mobile, and cloud, showing similar Big Bang patterns.
- Frameworks, infrastructure, apps, and educational content emerge rapidly, needing organization.
Monetizing AI Models
- AI models, like MP3 files, are stateless, making monetization difficult.
- Value lies in SaaS services, SLAs, and integration with applications, similar to Spotify's model.
Rise of Small Language Models
- Smaller, domain-specific language models (SLMs) are becoming increasingly relevant.
- Quantization and optimization techniques allow running these models locally, even on laptops.