Google AIWorld scale inverse reinforcement learning in Google Maps
This blogpost discusses the use of inverse reinforcement learning (IRL) in Google Maps to determine the best routes for users, taking into account factors like estimated time of arrival, tolls, and user preferences.
Jane StreetWhat the interns have wrought, 2023 edition
Highlights of the accomplishments of the dev interns during the internship season.
Cohere AICohere Joins Enterprise-Focused Cohort on White House AI Commitments
Cohere joins a cohort of enterprise AI leaders in making voluntary commitments to manage AI risks at the White House event.
PinterestLast Mile Data Processing with Ray
This blogpost explores how Pinterest implemented Ray, an open-source framework for scaling AI and machine learning workloads, to improve dataset iteration speed from days to hours, while improving GPU utilization to over 90%, enabling faster last mile data processing.
DatabricksBest Practices for LLM Evaluation of RAG Applications
Best practices for evaluating RAG applications that leverage the chat and reasoning capabilities of large language models (LLM) for chatbots.
AWS MLAccelerate client success management through email classification with Hugging Face on Amazon SageMaker
Accelerate client success management through email classification using Hugging Face on Amazon SageMaker
AWS MLUnlocking language barriers: Translate application logs with Amazon Translate for seamless support
Addressing the challenge of debugging and providing support for non-English application logs using Amazon Translate in CloudWatch.
AWS MLAmazon SageMaker simplifies the Amazon SageMaker Studio setup for individual users
Simplified Quick setup experience in Amazon SageMaker allows individual users to launch Amazon SageMaker Studio with default presets in minutes.
Snorkel AIFormer U.S. Chief Data Scientist on past and future of data science
Discussion between former U.S. Chief Data Scientist and Snorkel AI CEO on the history and future of data science
MetaMeta Quest 2: Defense through offense
Exploring a vulnerability in the Meta Quest 2's Android-based OS to enhance its security through manual code reviews.
DatabricksImprove Lakehouse Security Monitoring using System Tables in Databricks Unity Catalog
Improving lakehouse security monitoring by leveraging system tables in Databricks Unity Catalog
Dear Duolingo Bonus: exceptions and explanations for words that are the same worldwide
Exploring exceptions and explanations for universally known words in different languages.