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General vs Narrow intellicence
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This AI Can Solve Tasks - Paper Analysis of Gato by DeepMind
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- 1 Intro
- 2 General vs Narrow intellicence
- 3 Research hypotheses
- 4 Idea to approach AGI
- 5 Benefits of single network for many tasks
- 6 Datasets used
- 7 Data preparation
- 8 Model architecture
- 9 Training
- 10 Loss function
- 11 Recognising a task
- 12 Inference
- 13 How does the model perform?
- 14 Scale analysis
- 15 Can the model tackle unseen tasks?
- 16 Key discoveries
- 17 Ethical implications
