Latest posts

Dataset cartography: a data science lesson from Capital One

William Huang, senior data scientist at Capital One, discussed “dataset cartography” and its value at the Future of Data-Centric AI 2022.

Dr. Bubbles, Snorkel AI's mascot
May 10, 2023

Poster presenters compete to win desktop GPU

Snorkel AI has accepted the first batch of applications for its first annual virtual poster competition. But there’s still time to add yours to the mix.

May 9, 2023

Use your data to build your AI moat: The Future of Data-Centric AI 2023

Join us on June 7-8 to learn how to use your data to build your AI moat at The Future of Data-Centric AI 2023 free virtual conference.

Devang Sachdev portrayed
May 4, 2023

Redesigning Snorkel’s interactive machine learning systems

To empower our enterprise customers, we redesigned the ML systems behind Snorkel Flow to make sure we were meeting customer needs.

Will Hang Headshot
May 3, 2023

Out of distribution blindness: why to fix it and how energy can help

Sharon Li is an assistant professor at the University of Wisconsin-Madison. She presented “Detecting Data Distributional Shift: Challenges and Opportunities” at Snorkel AI’s The Future of Data-Centric AI Summit in 2022. The talk covered a novel approach for handling out-of-distribution objects.

Dr. Bubbles, Snorkel AI's mascot
May 3, 2023

Debugging data to build better and more fair ML applications

Dr. Ce Zhang is an associate professor in Computer Science at ETH Zürich. He presented “Building Machine Learning Systems for the Era of Data-Centric AI” at Snorkel AI’s The Future of Data-Centric AI event in 2022.

Dr. Bubbles, Snorkel AI's mascot
April 28, 2023

Machine learning on Kubernetes: wisdom learned at Snorkel AI

Snorkel Flow handles intense machine learning workloads, and we’ve built our infrastructure on a foundation of Kubernetes—which was not designed with machine learning in mind.

Will Huang
April 27, 2023

Harvard professor: DataPerf and AI’s need for data benchmarks

Harvard Professor Vijay Janapa Reddi’s presentation: “DataPerf: Benchmarks for data” from Snorkel AI’s 2022 Future of Data-Centric AI event.

Dr. Bubbles, Snorkel AI's mascot
April 25, 2023

AI for banking in the era of ChatGPT

Forward-looking companies in finance, including banks, have looked to technology to meet challenges and are reaping the rewards of doing so.

April 20, 2023

Uniphore chooses Snorkel Flow to accelerate conversational AI

Uniphore, a conversational AI and automation leader, has chosen Snorkel’s data-centric AI platform to accelerate AI development.

Nick Harvey author profile
April 19, 2023

Discovering climate change impact with Snorkel-enabled NLP

Prasanna Balaprakash, research and development lead from Argonne National Laboratory gave a presentation entitled “Extracting the Impact of Climate Change from Scientific Literature using Snorkel-Enabled NLP” at Snorkel AI’s Future of Data-Centric AI Workshop in August, 2022.

Dr. Bubbles, Snorkel AI's mascot
April 18, 2023

AMA technique: a trick to build systems with foundation models

Simran Arora is a machine learning researcher at Stanford University. She presented “Ask Me Anything: How are Foundation Models Changing the Way We Build Software” at Snorkel AI’s Foundation Model Virtual Summit 2023.

Dr. Bubbles, Snorkel AI's mascot
April 13, 2023

Coactive AI’s CEO: quality beats quantity for data selection

Cody Coleman, CEO and Co-Founder of Coactive AI gave a presentation entitled “Data Selection for Data-Centric AI: Quality over Quantity” at Snorkel AI’s Future of Data-Centric AI Event in August 2022.

Dr. Bubbles, Snorkel AI's mascot
April 11, 2023

Snorkel AI x Hugging Face: unlock foundation models for enterprises

Snorkel AI teamed up with Hugging Face to provide enterprises with even more flexibility and choice as they develop AI applications.

April 6, 2023

Boost foundation model results with linear probing and fine-tuning

Ananya Kumar, Stanford Ph.D. student, explains methods to improve foundation model performance, including linear probing and fine-tuning.

Dr. Bubbles, Snorkel AI's mascot
April 5, 2023

Practical solutions: enterprise value from foundation models

Jimmy Lin is an NLP product lead at SambaNova Systems. He presented “A Practical Approach to Delivering Enterprise Value with Foundation Models” at Snorkel AI’s 2023 Foundation Model Virtual Summit.

Dr. Bubbles, Snorkel AI's mascot
March 31, 2023

Snorkel Flow Spring 2023: warm starts and foundation models

Snorkel Flow’s Spring 2023 release focuses on adapting foundation models for enterprise use—including fine-tuning and additional features.

Nick Harvey author profile
March 30, 2023

Adverse drug events: how to spot them with machine learning

Physician notes and other sources of unstructured data can offer insight into drugs’ negative side effects. Here’s how modern machine learning tools can help turn all that data into a useful resource.

Nazanin Makkinejad
March 29, 2023

New research expands limitations of weak supervision, foundation models

Snorkel AI researchers continue to push the frontier of machine learning, as demonstrated by the 18 research papers recently added to our website.

March 24, 2023

Research roundup: dive into the latest foundation model research

Snorkel AI CEO and co-founder Alex Ratner recently spoke with five Snorkel researchers about their foundation model research.

March 23, 2023

McKinsey QuantumBlack experts: exciting foundation model future

McKinsey’s Carlo Giovine and David Harvey present “Trends in Enterprise ML and the potential impact of Foundation Models” at Snorkel’s Foundation Model Summit.

Dr. Bubbles, Snorkel AI's mascot
March 21, 2023

LandingLens: the struggle for and value of democratized AI

Dillon Laird, engineering manager at Landing AI, presents on LandingLens and democratizing AI at Snorkel AI’s 2022 FDCAI Conference.

Dr. Bubbles, Snorkel AI's mascot
March 16, 2023

Cohere’s Alammar encourages effective strategy for Generative AI

Jay Alammar, director and engineering fellow at Cohere, presents strategies to enhance the value of Generative AI.

Dr. Bubbles, Snorkel AI's mascot
March 15, 2023

Snorkel AI Teams with Google Cloud and Vertex AI to speed AI deployment

Snorkel AI, Google Cloud and Vertex AI partner to help organizations transform data into AI-powered systems faster than ever.

March 14, 2023

Introduction to Kubernetes

This introduction to Kubernetes explains why it became such a popular framework to run applications over the past few years.

Will Huang
March 9, 2023

HuggingFace research lead on unified foundation models

Amanpreet Singh, Lead Researcher at Hugging Face gave a presentation entitled Towards Unified Foundation Models for Vision and Language Alignment a Snorkel AI’s Foundation Model Summit in January.

Dr. Bubbles, Snorkel AI's mascot
March 8, 2023

Foundation Model Summit Sessions Show Challenges and Promise

Twelve speakers shared their insights into the present and future of foundation models January event; see what they had to say.

March 7, 2023

Google’s Dr. Arsanjani on Enterprise Foundation Model Promise and Challenges

Ali Arsanjani, director of cloud partner engineering at Google Cloud, presented a talk entitled “Challenges and Ethics of DLM and LLM Adoption in the Enterprise” at Snorkel AI’s recent Foundation Model Virtual Summit.

Dr. Bubbles, Snorkel AI's mascot
March 2, 2023

Foundation Models 101: a guide with essential FAQs

Foundation Models (FMs), such as GPT-3 and Stable Diffusion, mark the beginning of a new era in machine learning and artificial intelligence. What are they and how will they impact your business? Find out in our guide.

March 1, 2023

Combining foundation models with weak supervision

Combining foundation model outputs with weak supervision yields faster model development and requires fewer ground truth labels.

March 1, 2023
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