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The AI in Business Podcast

Exploring Use Cases in Foundational Models for Life Sciences, Retail and Manufacturing - with Alberto Rizzoli of V7

Sep 6, 2023
19:01
Snipd AI
Today's guest, Alberto Rizzoli, CEO of V7, explores use cases of large language models in life sciences, retail, and manufacturing. Topics include automating labeling in drug discovery, AI-assisted surgeries, self-labeling for data quality, human expert feedback in retail, and industry crossover between manufacturing and healthcare.
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Podcast summary created with Snipd AI

Quick takeaways

  • Large language models can streamline labeling in life sciences and pharmaceuticals, assisting in tasks like cell analysis and cancer detection.
  • In retail, AI tools need customization to address challenges like accurate product detection and retrieval, with shared use cases in manufacturing.

Deep dives

Large Language Models in Life Sciences and Pharmaceuticals

Large language models have the potential to streamline labeling in life sciences and pharmaceuticals. In fields like drug discovery and scientific research, there is often a need to analyze large amounts of imagery and detect specific cells or anomalies. By leveraging large language models, researchers can efficiently detect and classify cells, make inferences based on data from microscopy slides, and support scientific theses. These models can handle vast amounts of data and assist in tasks such as counting cells, measuring expected rates of duplication, and providing insights for cancer detection and drug administration evaluation.

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