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Nurdle emerges from Spectrum Labs as AI deployment startup for enterprises

Nov 13, 2023 - venturebeat.com
AI startup Nurdle, founded by Justin Davis after selling Spectrum Labs, is emerging from stealth with a focus on transforming AI deployment for enterprises. The company, which was incubated inside Spectrum Labs, has funding from Greycroft, Intel Capital, and Twilio Ventures. Nurdle aims to offer faster, cheaper, and more accurate custom language models using its proprietary “lookalike” data technology. The technology combines human-generated and labeled data with synthetic data, making custom AI applications more accessible for businesses.

NurdleGPT, a second-generation synthetic data generator, facilitates the creation of domain-specific unstructured text data, particularly for training language models. The company is extending its insights and solutions through a series of workshops catering to product managers, data scientists, and AI/ML engineers. Nurdle's data technology allows for the creation of highly precise, specialized “lookalike” datasets that redefine the accessibility and practicality of AI applications across various industries.

Key takeaways:

  • AI startup Nurdle, founded by Justin Davis, is coming out of stealth with a focus on transforming AI deployment for enterprises. The company has backing from notable investors like Greycroft, Intel Capital, and Twilio Ventures.
  • Nurdle's technology aims to offer faster, cheaper, and more accurate custom language models for businesses. It uses a proprietary “lookalike” data technology to streamline and refine custom private Large Language Models (LLMs).
  • The company's methodology has shown to reduce data scientist hours by five to ten times while achieving 92% accuracy for human-generated and human-labeled data, all at just 5% of the usual cost.
  • NurdleGPT, a second-generation synthetic data generator, facilitates the creation of domain-specific unstructured text data, particularly for training language models. The company is also extending its insights and solutions through a series of workshops to democratize AI applications.
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