resources

Resource library

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

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Blog

Data 2.0 and the research era of AI data

Announcing Snorkel’s $350M fundraise to build the frontier lab for AI data.

September 22, 2026
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Blog

Terminal-Bench 4.0: Why Continuous Benchmarks Require Continuous QA

Announcing a $3M commitment to launch Open Benchmarks Grants
August 28, 2026
Image for Grok 4.5 Testing Results: How SpaceXAI’s New Model Performs on Real Professional Work
Blog

Grok 4.5 Testing Results: How SpaceXAI’s New Model Performs on Real Professional Work

Announcing a $3M commitment to launch Open Benchmarks Grants
July 8, 2026
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
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Blog

Closing the Evaluation Gap in Agentic AI

Announcing a $3M commitment to launch Open Benchmarks Grants

February 11, 2026
Image for Why Frontier Agents Fail Real Engineering Work: Two Terminal-Bench 3.0 Task Deep Dives
Blog

Why Frontier Agents Fail Real Engineering Work: Two Terminal-Bench 3.0 Task Deep Dives

Announcing a $3M commitment to launch Open Benchmarks Grants
August 24, 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
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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The Future of Data-Centric AI Day 2: Snorkel Flow and Beyond
Blog
The Future of Data-Centric AI Day 2: Snorkel Flow and Beyond

The Future of Data-Centric AI showcased customer to successes, took a deep look at Snorkel Flow, and announced two new solutions.

Jun 10, 2023 •
Learn more about The Future of Data-Centric AI Day 2: Snorkel Flow and Beyond
Future of Data-Centric AI day 1: LLMs changed the world
Blog
Future of Data-Centric AI day 1: LLMs changed the world

Day 1 of The Future of Data-Centric AI virtual conference 2023 featured the creator of Spark, the first U.S. Chief Data Scientist, and others.

Jun 08, 2023 •
Learn more about Future of Data-Centric AI day 1: LLMs changed the world
How to import Databricks data into Snorkel Flow
Blog
How to import Databricks data into Snorkel Flow

Databricks customers can access their data seamlessly within the Snorkel Flow platform with a few clicks with the new Databricks connector.

Jun 02, 2023 •
Learn more about How to import Databricks data into Snorkel Flow
How MLCommons is democratizing data with public datasets
Blog
How MLCommons is democratizing data with public datasets

Peter Mattson, Google senior staff engineer and president of MLCommons.org, explained MLCommons at The Future of Data-Centric AI in 2022.

May 31, 2023 •
Learn more about How MLCommons is democratizing data with public datasets
Snowflake Snowpark: cloud SQL and Python ML pipelines
Blog
Snowflake Snowpark: cloud SQL and Python ML pipelines

Ahmad Khan, Snowflake’s head of AI /ML strategy, presented “Scalable SQL + Python ML Pipelines in the Cloud” at |The Future of Data-Centric AI in 2022.

May 26, 2023 •
Learn more about Snowflake Snowpark: cloud SQL and Python ML pipelines
Large language models: their history, capabilities and limitations
Blog
Large language models: their history, capabilities and limitations

Large language models have enormous potential. But what are they? Where did they come from? And how can you make them work better?

May 25, 2023 •
Learn more about Large language models: their history, capabilities and limitations
Luminaries and enterprise veterans to speak at Future of Data-centric AI
Blog
Luminaries and enterprise veterans to speak at Future of Data-centric AI

The Future of Data-centric AI will bring together a star-studded lineup of expert speakers from ML, AI, and data science.

May 24, 2023 •
Learn more about Luminaries and enterprise veterans to speak at Future of Data-centric AI
Stanford professor on data-centric AI for healthcare and medicine
Blog
Stanford professor on data-centric AI for healthcare and medicine

Stanford assistant professor James Zou, presents “Responsible Data-Centric AI for Healthcare and Medicine” at The Future of Data-Centric AI.

May 18, 2023 •
Learn more about Stanford professor on data-centric AI for healthcare and medicine
Knowledge graphs: build better models and reclaim predictive value
Blog
Knowledge graphs: build better models and reclaim predictive value

Amy Hodler, senior director at RelationalAI, presents “Reclaim Predictive Data with Knowledge Graphs” at The Future of Data-Centric AI.

May 17, 2023 •
Learn more about Knowledge graphs: build better models and reclaim predictive value
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