Results for "representational power"
Power-Seeking Behavior
Advanced
Tendency to gain control/resources.
Multi-Head Attention
Intermediate
Allows model to attend to information from different subspaces simultaneously.
Scaling Laws
Intermediate
Empirical laws linking model size, data, compute to performance.
Compute Scaling
Intermediate
Increasing model capacity via compute.
Instrumental Convergence
Advanced
Tendency for agents to pursue resources regardless of final goal.
Algorithmic Collusion
Advanced
AI tacitly coordinating prices.
Compute Governance
Intermediate
Regulating access to large-scale compute.