Resource library
Explore our complete library of resources including blogs, benchmarks, research papers, and more.
Data 2.0 and the research era of AI data
Announcing Snorkel’s $350M fundraise to build the frontier lab for AI data.
Terminal-Bench 4.0: Why Continuous Benchmarks Require Continuous QA
Grok 4.5 Testing Results: How SpaceXAI’s New Model Performs on Real Professional Work
Why coding agents need better data, evals, and environments
Closing the Evaluation Gap in Agentic AI
Announcing a $3M commitment to launch Open Benchmarks Grants
Why Frontier Agents Fail Real Engineering Work: Two Terminal-Bench 3.0 Task Deep Dives
Building FinQA: An Open RL Environment for Financial Reasoning Agents
The science of rubric design
Fine-tuning specialized LLMs demands a lot of time and cost We developed Bonito to make this process faster, cheaper, and easier.
See how enterprises can accelerate data labeling and quickly iterate, adapt, and improve label accuracy with AI data development in Snorkel Flow.
Snorkel takes a step on the path to enterprise superalignment with new data development workflows for enterprise alignment
Snorkel Flow’s 2024.R1 release includes new role-based access control tools to further safeguard valuable enterprise data.
In this webinar, learn how to optimize RAG components to increase accuracy and precision, apply AI data development techniques to improve model accuracy, and accelerate the delivery of production RAG implementations.
The manufacturing industry has experienced a massive influx of data. Snorkel AI and AWS Sage Maker can make that data actionable.
ROBOSHOT acts like a lens on foundation models and improves their zero-shot performance without additional fine-tuning.
Unlock advanced LLM customization with Snorkel Flow’s new release! Explore flexible data integrations, secure controls, and multimodal support to fine-tune language models for enterprise use. Discover how to leverage images and diverse data types for AI-driven insights.
Snorkel Flow’s new FM-first workflow for building document intelligence applications will get you from demo to production faster than ever.
