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
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How to build production-grade RAG retrieval with Snorkel Flow
Blog
How to build production-grade RAG retrieval with Snorkel Flow

See a walkthrough of how Snorkel Flow users build applications with production-grade RAG retrieval components.

Jun 04, 2024
Learn more about How to build production-grade RAG retrieval with Snorkel Flow
How to align LLMs to enterprise objectives/policies
Webinar
How to align LLMs to enterprise objectives/policies

Learn how to optimize RAG components to increase accuracy with programmatic data development in this free webinar.

May 31, 2024
Snorkel Team
Learn more about How to align LLMs to enterprise objectives/policies
How Bonito helps fine-tune specialized LLMs faster than ever
Blog
How Bonito helps fine-tune specialized LLMs faster than ever

Fine-tuning specialized LLMs demands a lot of time and cost We developed Bonito to make this process faster, cheaper, and easier.

May 28, 2024
Learn more about How Bonito helps fine-tune specialized LLMs faster than ever
Accelerate Data Labeling from months to days
Webinar
Accelerate Data Labeling from months to days

See how enterprises can accelerate data labeling and quickly iterate, adapt, and improve label accuracy with AI data development in Snorkel Flow.

May 22, 2024
Snorkel Team
Learn more about Accelerate Data Labeling from months to days
Walking safely before building flying saucer seatbelts: introducing Enterprise Alignment
Blog
Walking safely before building flying saucer seatbelts: introducing Enterprise Alignment

Snorkel takes a step on the path to enterprise superalignment with new data development workflows for enterprise alignment

Learn more about Walking safely before building flying saucer seatbelts: introducing Enterprise Alignment
Role-based access controls in Snorkel Flow secure enterprise data
Blog
Role-based access controls in Snorkel Flow secure enterprise data

Snorkel Flow’s 2024.R1 release includes new role-based access control tools to further safeguard valuable enterprise data.

May 14, 2024
Learn more about Role-based access controls in Snorkel Flow secure enterprise data
Improving RAG outcomes with your unique enterprise data
Webinar
Improving RAG outcomes with your unique 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.

May 07, 2024
Snorkel Team
Learn more about Improving RAG outcomes with your unique enterprise data
Accelerating AI development in manufacturing with Snorkel Flow and AWS SageMaker
Blog
Accelerating AI development in manufacturing with Snorkel Flow and AWS SageMaker

The manufacturing industry has experienced a massive influx of data. Snorkel AI and AWS Sage Maker can make that data actionable.

May 01, 2024
Learn more about Accelerating AI development in manufacturing with Snorkel Flow and AWS SageMaker
How ROBOSHOT boosts zero-shot foundation model performance
Blog
How ROBOSHOT boosts zero-shot foundation model performance

ROBOSHOT acts like a lens on foundation models and improves their zero-shot performance without additional fine-tuning.

Apr 30, 2024
Learn more about How ROBOSHOT boosts zero-shot foundation model performance
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