engblogs

Explores SoundCloud's evolution from Value-Added Services to Domain Gateways, detailing CQRS-driven separation of queries and commands, domain-specific gateways for autonomy, and optimization of BFFs using partial responses with FieldMask.

Evolution of SoundCloud's service architecture from centralized Value-Added Services to Domain Gateways, detailing CQRS-driven separation of read and write paths, domain-specific gateways, and scalable, autonomous services.

Exploring the utility of emergent behaviors from curious exploration and the potential for skill retention in unsupervised reinforcement learning

Exploring the evolution of service architecture at SoundCloud with a focus on domain gateways.

The blogpost explores the importance of retaining emergent behaviors from curious exploration in maximizing the potential and usefulness of curiosity-based learning techniques.

Challenges in Detoxifying Language Models: This blogpost discusses the challenges in mitigating toxic language generation in language models and highlights the unintended consequences of detoxification.

Exploring methods to mitigate toxicity in language models and evaluating their effectiveness and limitations using classifier-based automatic toxicity evaluation.

Exploring model accuracy in replicating human misconceptions through TruthfulQA

Announcement of Helen Toner's inclusion in OpenAI's board of directors.

An alternative approach to digital identity that replaces user profiles with trusted digital relationships.

Restructuring standard libraries to eliminate difference between Core_kernel and Core at Jane Street with open source release anticipated by end of year

SoundCloud evolves its service architecture by centralizing logic in Value-Added Services (VAS) to replace duplicated BFFs, detailing the Edge/API gateway role, domain-driven aggregates, and centralized authorization for tracks and playlists.