Results for "out-of-sample performance"
High-fidelity virtual model of a physical system.
Combining simulation and real-world data.
Predicts next state given current state and action.
Directly optimizing control policies.
Planning via artificial force fields.
Detecting and avoiding obstacles.
Humans assist or override autonomous behavior.
Human controlling robot remotely.
Hard constraints preventing unsafe actions.
AI applied to X-rays, CT, MRI, ultrasound, pathology slides.
Predicting disease progression or survival.
Testing AI under actual clinical conditions.
US approval process for medical AI devices.
Predicting case success probabilities.
Ultra-low-latency algorithmic trading.
Deep learning system for protein structure prediction.
AI discovering new compounds/materials.
Finding mathematical equations from data.
Modeling chemical systems computationally.
Rate at which AI capabilities improve.
Regulating access to large-scale compute.
A conceptual framework describing error as the sum of systematic error (bias) and sensitivity to data (variance).