engblogs

Introducing Alchemy, a benchmark environment and analysis tools for meta-reinforcement learning.

Exploring the impact of large language models on society and their capabilities and limitations

Explains SoundCloud's shift from traditional test reporting to a data-driven approach where test results feed build pipelines, address flakiness and pipeline delays, and fuel Grafana-powered dashboards for cross-system visibility.

A data-driven tour of SoundCloud's testing strategy, from the test pyramid and cross-repo data aggregation to rendering dashboards that reveal flakiness and speed up build pipelines.

The importance of testing in engineering practices at SoundCloud and building well-balanced test pyramids within code repositories.

Examining the importance of multimodal attention in the success of multimodal transformers for pretraining.

Efficient strategies for scaling Kubernetes deployments to 7,500 nodes

Exploring the integration of text and images through CLIP technology

Exploring how DALL·E generates images based on textual descriptions

Exploring the latest organizational developments at OpenAI

MuZero is a general-purpose algorithm that can master Go, chess, shogi, and Atari without being given the rules, using its ability to plan winning strategies in unknown environments.

Creating a simulated environment (Playroom) for virtual robots to engage in interactive intelligence, studying joint intentionality, cooperation, and communication of private knowledge.