Releases

NVIDIA introduced DGX-2 with 16 V100 GPUs connected by NVSwitch for large-scale AI training.

Apollo 2.0 added cloud services, reference hardware and vehicle platforms for simple urban roads.

NVIDIA launched TITAN V, bringing Volta Tensor Core AI acceleration to desktop systems.

DeepMind publishes AlphaZero, a general self-play reinforcement-learning system for multiple board games.

AWS introduced managed natural-language processing for entity, sentiment, language and topic extraction.

AWS introduced a managed neural machine-translation service.

AWS introduced a managed automatic speech-recognition service.

AWS introduced a programmable deep-learning-enabled video camera for edge computer-vision development.

AWS launched an end-to-end managed platform for building, training and deploying machine-learning models.

Baidu upgraded DuerOS with expanded conversational AI capabilities.

Microsoft and Databricks announced Azure Databricks, a first-party Apache Spark analytics service on Azure.

Baidu launched a no-code interface for training and deploying custom AI models.

Oracle unveiled a self-driving database cloud using machine learning for tuning, patching, security and operations.

Microsoft and Facebook introduce the Open Neural Network Exchange format to improve model interoperability across AI frameworks.

The founders turned an experimental cryptocurrency-mining GPU setup into a business and expanded through opportunistic purchases of GPU hardware.

Michael Intrator, Brian Venturo, and Brannin McBee formed The Atlantic Crypto Corporation LLC, the company that later became CoreWeave.

Databricks raised $140 million in a Series D led by Andreessen Horowitz.

Microsoft introduces Project Brainwave, an FPGA-based architecture for real-time deep-learning inference in cloud and edge systems.

OpenAI released code for training reinforcement-learning agents from human feedback.

OpenAI introduced PPO, a family of policy-gradient methods designed for stability and simplicity.

Scale raised $4.5 million in Series A funding led by Accel to expand its labeled-data infrastructure.

Microsoft launches Seeing AI, an accessibility application that narrates people, text, products and surroundings for blind and low-vision users.

Baidu introduced a production-oriented intelligent-driving solution for automakers.

OpenAI and DeepMind researchers showed how agents can learn complex behavior from human preference comparisons.

Google researchers introduce the Transformer architecture, replacing recurrence with attention and reshaping modern sequence modeling.