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Computation

Holistic Brain-Inspired Architectures

Develop AI architectures that are inspired by the human brain's structure and functionality, enabling more flexible and general reasoning and planning.

Resources (6)

Optimizing agent behavior over long time scales by transporting value
Research and Reviews
Reward-Respecting Subtasks for Model-Based Reinforcement Learning
Research and Reviews
Unsupervised Predictive Memory in a Goal-Directed Agent
Research and Reviews
Unsupervised Predictive Memory in a Goal-Directed Agent
Research and Reviews
softmax
Company
A Brief History of Intelligence by Max S. Bennett
Whitepapers and Essays

R&D Gaps (1)

AI is Still Narrow in its Reasoning and Planning

Computation
Current AI systems exhibit narrow reasoning and planning capabilities compared to human cognition. Broadening AI training methods to include holistic, brain-inspired architectures and cognitive frameworks can advance general intelligence (flagging that there is an AI safety risk here).
Computation
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