engblogs

Snorkel Flow Spring 2023 introduces new capabilities for adapting foundation models for enterprise use, including warm starts and fine-tuning, along with enhancements for sequence tagging, PDF extraction, embedding import, and the new Studio experience.

Designing optimal neural networks for specific tasks using specialized building blocks to improve accuracy of machine-learning models.

Exploring and iterating on multiple programming models and design strategies to develop a cohesive digital notebook that merges hand-drawn inking with dynamic computing capabilities.

Using machine learning to identify adverse drug events and improve medication prescribing.

A programmable bacterial injection system capable of delivering proteins in mice and human cells, with potential applications in gene and cancer therapies.

Understanding the powerful fraud prevention solution, Stripe Radar, and the key decisions, lessons, and experience gained from building it over the past seven years.

The launch of Animai, a consumer animation tool powered by Stability AI's animation technology.

Lyft relies on load testing in production to ensure reliable service during peak events, utilizing a custom performance testing framework tailored to handle bursty traffic and improve system capacity for their two-sided marketplace.

A detailed account of EleutherAI's activities over the past year.

Understanding the recent March 20 ChatGPT outage and its impact

New research expands limitations of weak supervision, foundation models

An update on the March 20 ChatGPT outage, including findings, actions taken, and technical bug details.