Demis Hassabis
(11 articles)
Human-Level AI
AI systems that can perform any intellectual task with the same proficiency as a human being.
Generality: 945
ML
Machine Learning
Machine Learning
Development of algorithms and statistical models that enable computers to perform tasks without being explicitly programmed for each one.
Generality: 965
Batch
A collection of data samples processed simultaneously in a single step of a neural network's training process.
Generality: 500
SotA
State of the Art
State of the Art
The highest level of performance achieved in a specific field, particularly in AI, where it denotes the most advanced model or algorithm.
Generality: 720
AI Safety
Field of research aimed at ensuring AI technologies are beneficial and do not pose harm to humanity.
Generality: 870
DQN
Deep Q-Networks
Deep Q-Networks
RL technique that combines Q-learning with deep neural networks to enable agents to learn how to make optimal decisions from high-dimensional sensory inputs.
Generality: 853
Move 37
Pivotal move made by AlphaGo in its second game against Go champion Lee Sedol, which showcased the superior strategic capabilities of AI in the game of Go.
Generality: 140
Inference Acceleration
Methods and hardware optimizations employed to increase the speed and efficiency of the inference process in machine learning models, particularly neural networks.
Generality: 775
Accelerated Computing
Use of specialized hardware and software to significantly speed up computation-intensive AI tasks and processes.
Generality: 500
AMI
Advanced Machine Intelligence
Advanced Machine Intelligence
Refers to high-level AI systems possessing the capability to perform complex cognitive tasks with or without human-like reasoning.
Generality: 873
Transformative AI
AI systems capable of bringing about profound, large-scale changes in society, potentially altering the economy, governance, and even human life itself.
Generality: 825