The Data Exchange with Ben Lorica Monthly Roundup: Navigating the Peaks and Valleys of Generative AI Technology
Jul 25, 2024
Paco Nathan, founder of Derwen, discusses the latest in generative AI technology. Topics include Entronfic's Sonnet 3.5 release, managing risks in AI advancements, enhancing RAG models with graphs, accelerating protein evolution, weather model advancements, AI's role in mathematics, and shady AI practices with summer book recommendations.
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Improved LLM Interfaces
- Anthropic's Claude 3.5 Sonnet introduces "artifacts," a separate window for complex outputs like code.
- This allows interactive editing and collaboration with the model, marking a shift towards improved user interfaces.
Generative AI Risk Taxonomies
- Generative AI risks are being categorized for better assessment and mitigation.
- Google and German Federal Office of Information Security provide taxonomies describing risks like impersonation and misuse.
AI Alignment Platforms
- Use an AI alignment platform to manage risks like security, privacy, bias, and copyright.
- Centralized platforms facilitate collaboration between teams and use open standards for flexibility.