resources

Resource library

Explore our complete library of resources including blogs, benchmarks, research papers and more.
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 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 Benchtalks #1: Alex Shaw (Terminal-Bench, Harbor) – Building the Benchmark Factory
Blog

Benchtalks #1: Alex Shaw (Terminal-Bench, Harbor) – Building the Benchmark Factory

Announcing a $3M commitment to launch Open Benchmarks Grants
March 31, 2026
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
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Blog

The science of rubric design

Announcing a $3M commitment to launch Open Benchmarks Grants
September 11, 2025
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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
LLM evaluation in enterprise applications: a new era in ML
Blog
LLM evaluation in enterprise applications: a new era in ML

Learn about the obstacles faced by data scientists in LLM evaluation and discover effective strategies for overcoming them.

Nov 25, 2024
Learn more about LLM evaluation in enterprise applications: a new era in ML
Gartner® Quick Answer: Building an AI-Ready Data Management Practice
Analyst Research
Gartner® Quick Answer: Building an AI-Ready Data Management Practice
Nov 22, 2024
Snorkel Team
Learn more about Gartner® Quick Answer: Building an AI-Ready Data Management Practice
Snorkel AI joins the AWS ISV Accelerate Program and launches Snorkel Flow Availability in AWS Marketplace
Blog
Snorkel AI joins the AWS ISV Accelerate Program and launches Snorkel Flow Availability in AWS Marketplace

Snorkel AI and AWS are partnering to help enterprises build, deploy, and evaluate custom, production-ready AI models. Learn how.

Nov 19, 2024
Learn more about Snorkel AI joins the AWS ISV Accelerate Program and launches Snorkel Flow Availability in AWS Marketplace
AI data development: a guide for data science projects
Blog
AI data development: a guide for data science projects

What is AI data development? AI data development includes any action taken to convert raw information into a format useful to AI.

Nov 13, 2024
Learn more about AI data development: a guide for data science projects
Webinar
GenAI evaluations that identify weaknesses and actionable insights

In this webinar, we’ll explain how enterprise AI/ML teams use Snorkel Flow’s evaluation framework to measure GenAI performance based on SME guidelines and feedback, identify areas of improvement and take corrective action to reach production accuracy requirements.

Nov 13, 2024
Snorkel Team
Learn more about GenAI evaluations that identify weaknesses and actionable insights
Webinar
Building specialized LLMs with Bedrock + SageMaker

In this demo, learn how Snorkel AI powers efficient data labeling and management for LLM fine-tuning, natively integrating with Amazon Bedrock and SageMaker for seamless, end-to-end development of specialized models.

Oct 29, 2024
Snorkel Team
Learn more about Building specialized LLMs with Bedrock + SageMaker
SnorkelCon 2024: Inaugural Snorkel AI user conference gathers leaders from 30+ Fortune 500 companies
Blog
SnorkelCon 2024: Inaugural Snorkel AI user conference gathers leaders from 30+ Fortune 500 companies

Discover highlights of Snorkel AI’s first annual SnorkelCon user conference. Explore Snorkel’s programmatic AI data development achievements.

Oct 22, 2024
Learn more about SnorkelCon 2024: Inaugural Snorkel AI user conference gathers leaders from 30+ Fortune 500 companies
Snorkel Flow 2024.R3: Supercharge your AI development with enhanced data-centric workflows
Blog
Snorkel Flow 2024.R3: Supercharge your AI development with enhanced data-centric workflows

Snorkel AI has made building production-ready, high-value enterprise AI applications faster and easier than ever. The 2024.R3 update to our Snorkel Flow AI data development platform streamlines data-centric workflows, from easier-than-ever generative AI evaluation to multi-schema annotation.

Oct 09, 2024
Learn more about Snorkel Flow 2024.R3: Supercharge your AI development with enhanced data-centric workflows
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