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

Alex Ratner, Tom Walshe, Chris Glaze, Fred Sala, Paroma Varma, Hoang Tran
May 20, 2024

Latest posts

  • Out of distribution blindness: why to fix it and how energy can help
    May 3, 2023Snorkel Team
    - 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. ...
  • Debugging data to build better and more fair ML applications
    April 28, 2023Snorkel Team
    - 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. ...
  • Machine learning on Kubernetes: wisdom learned at Snorkel AI
    April 27, 2023Will Huang
    - 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. ...
  • Harvard professor: DataPerf and AI’s need for data benchmarks
    April 25, 2023Snorkel Team
    - Harvard Professor Vijay Janapa Reddi's presentation: “DataPerf: Benchmarks for data” from Snorkel AI’s 2022 Future of Data-Centric AI event. ...
  • AI for banking in the era of ChatGPT
    April 20, 2023Harshini Jayaram
    - Forward-looking companies in finance, including banks, have looked to technology to meet challenges and are reaping the rewards of doing so. ...
  • Uniphore chooses Snorkel Flow to accelerate conversational AI
    April 19, 2023Nick Harvey
    - Uniphore, a conversational AI and automation leader, has chosen Snorkel’s data-centric AI platform to accelerate AI development. ...
  • Discovering climate change impact with Snorkel-enabled NLP
    April 18, 2023Snorkel Team
    - 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. ...
  • AMA technique: a trick to build systems with foundation models
    April 13, 2023Snorkel Team
    - 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. ...
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