SoundCloudLearning Scala at SoundCloud
A backend developer shares their experience of learning Scala at SoundCloud after previously working with Golang.
OpenAIMeasuring Goodhart’s law
Exploring the impact of Goodhart’s law through measurement
OpenAIHierarchical text-conditional image generation with CLIP latents
Exploring hierarchical text-conditional image generation using CLIP latents
OpenAIHierarchical text-conditional image generation with CLIP latents
Using CLIP latents to generate images based on hierarchical text conditions
OpenAIMeasuring Goodhart’s law
Exploring the challenges of optimizing objectives that are difficult or costly to measure in light of Goodhart's law.
Google DeepMindAn empirical analysis of compute-optimal large language model training
An empirical analysis of compute-optimal large language model training
Google DeepMindAn empirical analysis of compute-optimal large language model training
An empirical analysis on finding optimal model size and training tokens for a given compute budget reveals that current large language models are too large for their compute budget and lack sufficient training data.
Stanford AIDiscovering the systematic errors made by machine learning models
Discovering systematic errors with cross-modal embeddings - This blog post introduces Domino, a new approach for discovering systematic errors made by machine learning models. It discusses a framework for quantitatively evaluating methods like Domino and explores the task of slice discovery in machine learning models.
ChromiumWhat to Expect from Privacy Sandbox Testing
A blogpost providing updates and guidance on Privacy Sandbox testing for the ads relevance and measurement proposals, including information on origin trials, API testing, feedback channels, and updated settings and controls.
ChromiumChrome 101: Federated Credential Management Origin Trial, Media Capabilities for WebRTC, and More
The blogpost discusses the latest Chrome beta channel release for Android, Chrome OS, Linux, macOS, and Windows, and covers topics including reducing user agent string information, origin trials, federated credential management API, audio output latency, font-palette and custom palettes, HWB CSS function, window.open() changes, MediaCapabilities API for WebRTC, Secure Payment Confirmation API V3, USBDevice forget() method, and WebUSB sameObject behavior. It also mentions the deprecation and removal of WebSQL in third-party contexts.
Ink and SwitchCrosscut: Drawing Dynamic Models
Uniting pen & paper with software to create dynamic models.
Stanford AIGrading Complex Interactive Coding Programs with Reinforcement Learning
The blogpost discusses the challenges of grading interactive coding assignments and proposes a method that uses reinforcement learning to grade assignments based on gameplay rather than code analysis.