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Oriol Vinyals

1 appearance ·4 ideas explored

Across 1 conversation, Oriol Vinyals ranges across general agents, modularity, meta learning. AI models currently lack the ability to learn from real-time interactions, remaining passive observers of data. Meta learning allows neural networks to adapt to new tasks through prompts, reducing the need for retraining.

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For the specialist
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Gato's modular architecture allows it to process sequences of diverse modalities, optimizing weights through gradient descent.
#306Oriol Vinyals: Deep Learning and Artificial General Intelligence
Flamingo's integration of vision and language through modularity and frozen weights exemplifies efficient model scaling.
#306Oriol Vinyals: Deep Learning and Artificial General Intelligence
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papers

Attention Is All You Need
by Vaswani et al.
Emergent Abilities of Large Language Models
by Oriol Vinyals

articles

The Bitter Lesson
by Rich Sutton
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