Codex (OpenAI)
Codex is an AI system developed by OpenAI that translates natural language into computer code. It supports multiple programming languages and powers applications like GitHub Copilot.
Technology & Innovation
LibriSpeech
LibriSpeech is a widely used dataset for training and evaluating automatic speech recognition systems, derived from audiobooks.
Dolma (dataset)
Dolma is a multilingual dataset designed for natural language processing research, focusing on low-resource languages. It provides parallel corpora and annotated data to support machine translation and cross-lingual understanding.
Ilya Sutskever
Ilya Sutskever is a prominent artificial intelligence researcher and co-founder of OpenAI, known for his contributions to deep learning and neural networks.
Jakob Uszkoreit
Jakob Uszkoreit is a prominent figure in the field of artificial intelligence, known for his contributions to natural language processing and machine learning.
Algorithmic bias
Algorithmic bias refers to the systematic and unfair discrimination present in algorithms. It can have profound implications across various sectors, including healthcare, finance, and law enforcement.
Deep Blue (chess computer)
Deep Blue was a chess-playing computer developed by IBM that became famous for being the first machine to defeat a reigning world chess champion in a match under standard tournament conditions. It combined advanced hardware and software to analyze millions of chess positions per second.
Fast gradient sign method (FGSM)
The Fast Gradient Sign Method (FGSM) is an adversarial attack technique in machine learning that generates perturbations to deceive neural networks. It uses the gradient of the loss with respect to the input data to create small but effective modifications that cause misclassification.
Feature learning
Feature learning is a machine learning technique that enables systems to automatically discover the representations needed for feature detection or classification from raw data. It plays a crucial role in improving the performance of algorithms by reducing the need for manual feature engineering.
Deeplearning4j
Deeplearning4j is an open-source, distributed deep learning library for the Java Virtual Machine (JVM). It is designed to facilitate the development and deployment of neural networks and machine learning models within Java and Scala environments.