News
Arctic RL: Open Source Reinforcement Learning Backend
9+ hour, 2+ min ago (932+ words) Reinforcement learning (RL) is critical for modern AI but remains inefficient and expensive due to redundant computation and the lack of a unified system backend. Arctic RL is an open-source library that provides this missing infrastructure layer, owning GPU orchestration…...
Iceberg v3 Variant: Fast Semi-Structured Open Tables
1+ week, 6+ day ago (616+ words) The Iceberg v3 Variant type bridges the gap between speed and flexibility. This is why it became our customers' most requested Iceberg v3 feature. While the Iceberg Variant type offers the theoretical framework, its real-world success depends on the underlying engine's sophisticated…...
What's New with Dynamic Tables " Faster Refresh
2+ week, 6+ hour ago (1007+ words) At Summit, Sergey Labetsik, a senior data engineer at Wind Creek Hospitality, demonstrated how his team was able to deliver food vouchers to guests within a minute of eligibility. By migrating a dbt batch job to a Dynamic Tables pipeline,…...
Navigating AI Shifts in Modern Data Engineering
2+ week, 5+ day ago (671+ words) Snowflake The Demand and the Design: Navigating Data Engineering's Two Great Shifts Data engineering today is in the midst of two major shifts " one of function and one of form. The first is obvious: AI is fundamentally redefining the function…...
Efficient Snowflake Ingestion: Query-Ready Data at Scale
2+ week, 5+ day ago (1427+ words) A good benchmark should make builders smarter. It should show engineers how to design a system, what trade-offs matter, and what it costs to meet your product objectives. The question Click House asked is a good one: What does it…...
Apache Iceberg 1. 11 Features: REST Catalog & Encryption
3+ week, 4+ day ago (487+ words) The Apache Iceberg" community has officially released version 1. 11, and there are a lot of new changes for users to look forward to. Excitingly, this release marks a turning point for the REST catalog protocol, transforming it from a simple metadata…...
Turn Social Sentiment Into Predictive Business Intelligence
3+ week, 3+ day ago (83+ words) Snowflake Turn Social Sentiment Into Predictive Business Intelligence Connect with your dedicated snowflake team See how Snowflake Co Co transforms thousands of online comments into actionable intent signals using AI-powered SQL and machine learning. In this demo, Industry Principal at…...
Apache Iceberg V4: Iceberg Summit 2026 Recap
3+ week, 5+ day ago (380+ words) A few years ago, the conversation around Apache Iceberg" was about whether open table formats could replace proprietary data warehouses. That conversation is over. At Iceberg Summit 2026, over 600 attendees gathered in San Francisco for two days and over 70 sessions, and…...
Build an Interoperable Lakehouse with Apache Iceberg
3+ week, 6+ day ago (584+ words) The future of AI, revealed live Stream Summit keynotes free June 12. AI is exposing the cost of data fragmentation. Snowflake's interoperable lakehouse built on Apache Iceberg" and Polaris" gives you interoperability without compromise. Read and write to any Iceberg table…...
Arctic Swarm: Multi-Agent Hybrid Deep Research
3+ week, 6+ day ago (573+ words) Consider a concrete example of a typical question a business executive might ask during an operational review: "Why did user engagement drop, and what is the root cause?" Crucially, a standard AI agent will often stop the moment it finds…...