Releases

MLflow 1.0 marked the first stable major release of the open-source ML lifecycle platform.

OpenAI introduced GPT-2 and began a staged release process due to misuse concerns.

Databricks raised $250 million led by Andreessen Horowitz, valuing the company at $2.75 billion.

Pipeline Builder became available for visual data-transformation authoring in Foundry.

Apollo's continuous-delivery capabilities became the deployment layer for Palantir software.

Workshop became available for building operational applications on the Ontology.

Palantir launched Apollo to continuously deliver and manage software across heterogeneous environments.

Aidan Gomez, Nick Frosst and Ivan Zhang founded Cohere to build broadly usable natural-language AI, later focusing on enterprise deployment.

Scale introduced a managed workspace for configuring annotation projects, instructions, quality controls, and review workflows.

Gradio launched as an open-source Python framework for rapidly building browser interfaces around machine-learning models.

Microsoft open-sources ONNX Runtime as a cross-platform high-performance inference engine.

DeepMind's first AlphaFold system achieves top performance in the CASP13 protein-structure prediction assessment.

Google Research releases JAX for composable automatic differentiation and accelerator-backed numerical computing.

AWS launched attachable fractional GPU acceleration for EC2 and SageMaker inference workloads.

AWS announced its first custom machine-learning inference chip.

AWS launched a reinforcement-learning education platform built around an autonomous scale race car.

AWS introduced document AI for extracting text, handwriting, forms and tables.

AWS introduced a managed forecasting service based on technology used in Amazon's retail operations.

AWS introduced a managed service for building individualized recommendations using technology derived from Amazon.com.

AWS introduced a managed data-labeling service combining human annotation with active learning.

AWS launched a HIPAA-eligible NLP service for extracting medical entities and relationships from text.

Google open-sources BERT, enabling bidirectional pre-training for language understanding and downstream NLP tasks.

Oracle launched a multi-skill enterprise digital assistant using natural-language understanding and machine learning.

Hugging Face released an open-source PyTorch implementation and pretrained checkpoints for BERT, the project that evolved into the Transformers library.

NVIDIA launched RAPIDS as an open-source GPU-accelerated data science and machine-learning suite.