Research
DALL·E 2 pre-training mitigations
In order to share the magic of DALL·E 2 with a broad audience, we needed to reduce the risks associated with powerful image generation models. To this end, we put various guardrails in place to prevent generated images from violating our content policy…
Research
Learning to play Minecraft with Video PreTraining
We trained a neural network to play Minecraft by Video PreTraining (VPT) on a massive unlabeled video dataset of human Minecraft play, while using only a small amount of labeled contractor data. With fine-tuning, our model can learn to craft diamond to…
concepts
The AI-First Database Ecosystem
Learn about the vision of the AI-First Database Ecosystem, which drives the R&D of the databases of the future.
News Brief
Microsoft’s framework for building AI systems responsibly
The post Microsoft’s framework for building AI systems responsibly appeared first on The AI Blog.
deep-learning, Machine Learning, ML Systems
Sharing Deep Learning Research Models with Lightning Part 1: Building A Super Resolution App
In this post, we will build a Lightning App. Why? Because it is 2022, and it is time to explore a more modern take on interacting with, presenting, and…