resources

Resource library

Explore our complete library of resources including blogs, benchmarks, research papers, and more.

Image for Why coding agents need better data, evals, and environments
Blog

Why coding agents need better data, evals, and environments

Announcing a $3M commitment to launch Open Benchmarks Grants
May 11, 2026
Image for Closing the Evaluation Gap in Agentic AI
Blog

Closing the Evaluation Gap in Agentic AI

Announcing a $3M commitment to launch Open Benchmarks Grants

February 11, 2026
Image for Evaluating coding agent capabilities with Terminal-Bench: Snorkel’s role in building the next generation benchmark
Blog

Evaluating coding agent capabilities with Terminal-Bench: Snorkel’s role in building the next generation benchmark

Announcing a $3M commitment to launch Open Benchmarks Grants
September 30, 2025
Image for Building FinQA: An Open RL Environment for Financial Reasoning Agents
Blog

Building FinQA: An Open RL Environment for Financial Reasoning Agents

Announcing a $3M commitment to launch Open Benchmarks Grants
March 30, 2026
Image for The science of rubric design
Blog

The science of rubric design

Announcing a $3M commitment to launch Open Benchmarks Grants
September 11, 2025
Image for Benchtalks #3: We taught AI everything except how to learn
Blog

Benchtalks #3: We taught AI everything except how to learn

Featuring Parth Asawa (Continual Learning Bench)

June 25, 2026
of
Type: All Types
Sort: Newest
Webinar
Optimizing GenAI systems with AWS and Snorkel

Learn how to evaluate GenAI systems, generate synthetic training data, and optimize retrieval with foundation models from Anthropic, Cohere, and Meta by taking advantage of native AWS Bedrock and SageMaker integration in Snorkel Flow.

Jan 29, 2025
Snorkel Team
Learn more about Optimizing GenAI systems with AWS and Snorkel
What is large language model (LLM) alignment?
Blog
What is large language model (LLM) alignment?

Learn about large language model (LLM) alignment and how it maximizes the effectiveness of AI outputs for organizations.

Jan 22, 2025
Learn more about What is large language model (LLM) alignment?
eBook
Guide to Data Labeling & Annotation – Thank you
Jan 22, 2025
Snorkel Team
Learn more about Guide to Data Labeling & Annotation – Thank you
The Data Labeling Guide for Enterprise AI Teams
eBook
The Data Labeling Guide for Enterprise AI Teams

Unlock GenAI projects with scalable data labeling tools, techniques, & best practices.

Jan 20, 2025
Snorkel Team
Learn more about The Data Labeling Guide for Enterprise AI Teams
Databricks + Snorkel Flow: integrated, streamlined AI development
Blog
Databricks + Snorkel Flow: integrated, streamlined AI development

Discover the power of integrating Databricks and Snorkel Flow for efficient data ingestion, labeling, model development, and AI deployment.

Jan 08, 2025
Learn more about Databricks + Snorkel Flow: integrated, streamlined AI development
Webinar
How to operationalize prompt engineering into your GenAI development process.

In this webinar, we will explain how to operationalize prompt engineering as a component of the GenAI development process.

Dec 23, 2024
Snorkel Team
Learn more about How to operationalize prompt engineering into your GenAI development process.
How LLM evaluation drives better models in Snorkel Flow
Blog
How LLM evaluation drives better models in Snorkel Flow

Discover how Snorkel AI’s methodical workflow can simplify the evaluation of LLM systems. Achieve better model performance in less time.

Dec 17, 2024
Learn more about How LLM evaluation drives better models in Snorkel Flow
Unlock proprietary data with Snorkel Flow and Amazon SageMaker
Blog
Unlock proprietary data with Snorkel Flow and Amazon SageMaker

Accelerate LLM development with Snorkel Flow and SageMaker. Automate dataset curation, accelerate training, and gain a competitive advantage.

Dec 02, 2024
Learn more about Unlock proprietary data with Snorkel Flow and Amazon SageMaker
Webinar
How to classify and extract information from complex PDFs at scale

In this webinar, we’ll explain how to capture SME domain knowledge, and use it to automate and scale PDF classification and information extraction tasks. Specifically, we’ll demonstrate techniques such as candidate span generation, sequence tagging, and LLM prompting.

Nov 26, 2024
Snorkel Team
Learn more about How to classify and extract information from complex PDFs at scale
1 9 10 11 66
Image

Join our newsletter

For expert advice, the latest research, and exclusive events.
By submitting this form, I acknowledge I will receive email updates from Snorkel AI, and I agree to the Terms of Use and acknowledge that my information will be used in accordance with the Privacy Policy.