Learn how the Snowflake AI Research team's Agent GPA framework achieved 95% error detection and 86% localization accuracy to accurately measure and debug agent performance.
NOV 04, 2025|8 min read
Fast Reasoning on GPT-OSS with Speculative Decoding and Arctic Inference
Snowflake AI Research boosted GPT-OSS reasoning speed by 1.7–1.8x using Arctic Inference with speculative decoding, enabling faster agentic AI.
AUG 25, 2025|4 min read
Bridging the Gap Between LLMs and Real-World Challenges: Snowflake at ACL 2025
Snowflake AI Research shares 4 breakthrough papers accepted at ACL 2025, advancing model efficiency, document AI, text-to-SQL reliability, and LLM evaluation.
JUL 30, 2025|7 min read
Arctic Long Sequence Training (ALST): Scalable And Efficient Training For Multi-Million Token Sequences
Snowflake's ALST enables scalable training of long-context models with up to 15 million tokens using Hugging Face and DeepSpeed, all without custom modeling code.
JUN 24, 2025|10 min read
Inside Snowflake Intelligence: Five Pillars of Enterprise-Grade Agentic AI
Explore the underlying architecture, orchestration, and system-level optimizations behind Snowflake Intelligence, a production-grade agentic AI system built for enterprise reasoning.
JUN 03, 2025|13 min read
Smaller Models, Smarter SQL: Arctic-Text2SQL-R1 Tops BIRD and Wins Broadly
A deep dive into how Snowflake AI built Arctic-Text2SQL-R1 using simple rewards, strong reasoning, and a scalable approach to real-world SQL generation.
MAY 29, 2025|14 min read
Arctic Inference with Shift Parallelism: The Fastest Open Source Inference System for Enterprise AI
Built by Snowflake AI Research, Arctic Inference uses Shift Parallelism, SwiftKV, and speculative decoding to power the fastest open-source enterprise AI.
MAY 29, 2025|15 min read
Scaling vLLM for Embeddings: 16x Throughput and Cost Reduction
Learn how we increased embedding throughput 3x in Snowflake Cortex—and 16x vs. vLLM—through smarter serialization, tokenization, and GPU optimization.
MAY 29, 2025|8 min read
Fastest Speculative Decoding in vLLM with Arctic Inference and Arctic Training
How we enhanced speculative decoding to get 4x faster end-to-end task completion for LLM agents and up to 2.8x faster decoding for conversational, interactive and coding workloads.
MAY 01, 2025|18 min read
Evaluating Multimodal vs. Text-Based Retrieval for RAG with Snowflake Cortex
Discover how multimodal retrieval on Snowflake Cortex transforms enterprise PDF search, enhancing accuracy and speed across complex document formats.
APR 21, 2025|8 min read
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