Berkeley AIFully Autonomous Real-World Reinforcement Learning with Applications to Mobile Manipulation
This blog post discusses ReLMM, a system that enables fully autonomous real-world reinforcement learning for mobile manipulation tasks, allowing robots to learn directly 'on-the-job' without the need for separate simulated training phases.
Roblox2022 Year In Review – Letter from our CEO
Review of Roblox's achievements in 2022 and the CEO's letter to the community.
OpenAIForecasting potential misuses of language models for disinformation campaigns and how to reduce risk
Mitigating language model misuse in disinformation campaigns
InstacartGetting to Know the Data Scientists at Instacart
A blogpost that introduces the data scientists at Instacart and explores their backgrounds, roles, and the value they bring to the company through their work on data analytics, insights, and experimentation.
AirbnbMaking Airbnb’s Android app more accessible
Improvements made to make Airbnb's Android app more accessible, including labeling UI elements, grouping related content, supporting large font scale, and more.
OpenAIForecasting potential misuses of language models for disinformation campaigns and how to reduce risk
Analyzing the risks and mitigations of using large language models for disinformation campaigns based on collaborative research by OpenAI, Georgetown University, and Stanford Internet Observatory.
Two SigmaBuilding an Admin Portal for a Growing Nonprofit
Creating an admin portal to manage operations for an expanding nonprofit organization.
DoorDash MLHow DoorDash Upgraded a Heuristic with ML to Save Thousands of Canceled Orders
The blogpost describes how DoorDash upgraded a heuristic with machine learning to prevent thousands of canceled orders by accurately tracking merchant's operational status.
PinterestBuild an end to end JSON logging system for clients apps
Creating an end-to-end JSON logging system for client apps with schemaless and flexible log payload, real-time visualization and querying, and easy setup of log-based custom metrics and real-time alerts.
Jane StreetWhat if writing tests was a joyful experience?
A blogpost about using 'expect tests' at Jane Street for a joyful and tactile test-writing experience.
SoundCloudWhat I Learned in One Year as an SRE Trainee
Lessons and experiences gained in one year as an SRE trainee at SoundCloud.
OpenAIDelivering nuanced insights from customer feedback
Utilizing sentiment analysis to extract detailed customer feedback insights