Gemini 1.5 is like the brain. How a conversation with Jeff Dean changed my direction.
May 24, 2024
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Guest Jeff Dean, a machine learning expert, discusses the similarities between Gemini 1.5's architecture and the human brain. Topics include AI advancements, collaboration with Harvard on brain modeling, brain-computer interfaces, and transitioning newsletters to paid memberships.
Google's Gemini 1.5 employs a mixture of experts architecture for improved model performance and training efficiency.
Deep dives
Gemini 1.5 Enhancing Search Influence
Gemini 1.5, a new mixture of experts model announced by Google, has led to significant changes in search results. Despite initial concerns about AI providing questionable information, the focus now centers on the improved architecture driving enhancements in search accuracy and relevance.
Empowering Search through Advanced Model Architecture
The development of Gemini 1.5, featuring a multi-modal model optimized for diverse tasks, marks a significant advancement in machine learning systems. By leveraging a mixture of experts architecture, Google aims to enhance training efficiency and model performance, accelerating the evolution of search algorithms.
Future of AI Integration and Human-Machine Relations
Google's exploration of new model architectures signals a transformative phase in AI development with implications beyond traditional search outcomes. The integration of advanced technologies, such as brain-computer interfaces, hints at a future where human-machine collaboration and understanding are at the forefront of innovation, promising unprecedented possibilities for knowledge sharing and interaction.
Finally another podcast episode! I was babbling on to my husband about how similar Gemini 1.5's new architecture was to our brain structures and he said, "You need to do a podcast episode on this!" So, here it is. This is a rambly one.
We'll talk about the machine learning models behind search and how Gemini 1.5's new MoE architecture works just like our brains do.
Google + Harvard research on 3D modeling of the brain:
https://blog.google/technology/research/google-ai-research-new-images-human-brain/
Gemini 1.5 info:
https://blog.google/technology/ai/google-gemini-next-generation-model-february-2024/#gemini-15
Sign up to get Marie's Notes with live access to my weekly Google doc as I record the things I want to refer back to in regards to Search and AI:
https://community.mariehaynes.com/spaces/12261861/feed
Brainstorm with Marie: https://www.mariehaynes.com/work-with-marie/
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