Nov. 16, 2023, 5:12 a.m. | Gadi Singer

Towards Data Science - Medium towardsdatascience.com

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GenAI Architecture Shifting Toward Interpretive Retrieval-Centric Generation Models

To transition from consumer to business deployment for GenAI, solutions should be built primarily around information external to the model using retrieval-centric generation (RCG).

As generative AI (GenAI) begins deployment throughout industries for a wide range of business usages, companies need models that provide efficiency, accuracy, security, and traceability. The original architecture of ChatGPT-like models has demonstrated a major gap in meeting these key requirements. With early GenAI …

artificial intelligence generative ai tools large language models machine learning notes-from-industry

Data Architect

@ University of Texas at Austin | Austin, TX

Data ETL Engineer

@ University of Texas at Austin | Austin, TX

Lead GNSS Data Scientist

@ Lurra Systems | Melbourne

Senior Machine Learning Engineer (MLOps)

@ Promaton | Remote, Europe

Data Engineer - New Graduate

@ Applied Materials | Milan,ITA

Lead Machine Learning Scientist

@ Biogen | Cambridge, MA, United States