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Trustworthy Language Model (TLM) Solves Unreliable Outputs, The 4 Types of Generative AI, T-Explainer: Reliable Model Explanations, Gecko: Advancing Text-to-Image Models
Manage episode 415254326 series 3550973
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Cleanlab introduces the Trustworthy Language Model (TLM) that addresses the primary challenge to enterprise adoption of LLMs: unreliable outputs and hallucinations. Explore the 4 types of generative AI transforming our world. Discover T-Explainer, a novel AI framework for consistent and reliable machine learning model explanations. Dive into Gecko, setting new standards in text-to-image model assessment. Stay informed about the latest advancements in AI with 'Simply A.I.'
Sources:
https://www.marktechpost.com/2024/04/28/cleanlab-introduces-the-trustworthy-language-model-tlm-that-addresses-the-primary-challenge-to-enterprise-adoption-of-llms-unreliable-outputs-and-hallucinations/
https://www.forbes.com/sites/bernardmarr/2024/04/29/the-4-types-of-generative-ai-transforming-our-world/
https://www.marktechpost.com/2024/04/28/this-machine-learning-paper-from-icmc-usp-nyu-and-capital-one-introduces-t-explainer-a-novel-ai-framework-for-consistent-and-reliable-machine-learning-model-explanations/
https://www.marktechpost.com/2024/04/29/this-ai-paper-by-deepmind-introduces-gecko-setting-new-standards-in-text-to-image-model-assessment/
Outline:
(00:00:00) Introduction
(00:00:50) Cleanlab Introduces the Trustworthy Language Model (TLM) that Addresses the Primary Challenge to Enterprise Adoption of LLMs: Unreliable Outputs and Hallucinations
(00:03:56) The 4 Types Of Generative AI Transforming Our World
(00:07:02) This Machine Learning Paper from ICMC-USP, NYU, and Capital-One Introduces T-Explainer: A Novel AI Framework for Consistent and Reliable Machine Learning Model Explanations
(00:10:13) This AI Paper by DeepMind Introduces Gecko: Setting New Standards in Text-to-Image Model Assessment
…
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Sources:
https://www.marktechpost.com/2024/04/28/cleanlab-introduces-the-trustworthy-language-model-tlm-that-addresses-the-primary-challenge-to-enterprise-adoption-of-llms-unreliable-outputs-and-hallucinations/
https://www.forbes.com/sites/bernardmarr/2024/04/29/the-4-types-of-generative-ai-transforming-our-world/
https://www.marktechpost.com/2024/04/28/this-machine-learning-paper-from-icmc-usp-nyu-and-capital-one-introduces-t-explainer-a-novel-ai-framework-for-consistent-and-reliable-machine-learning-model-explanations/
https://www.marktechpost.com/2024/04/29/this-ai-paper-by-deepmind-introduces-gecko-setting-new-standards-in-text-to-image-model-assessment/
Outline:
(00:00:00) Introduction
(00:00:50) Cleanlab Introduces the Trustworthy Language Model (TLM) that Addresses the Primary Challenge to Enterprise Adoption of LLMs: Unreliable Outputs and Hallucinations
(00:03:56) The 4 Types Of Generative AI Transforming Our World
(00:07:02) This Machine Learning Paper from ICMC-USP, NYU, and Capital-One Introduces T-Explainer: A Novel AI Framework for Consistent and Reliable Machine Learning Model Explanations
(00:10:13) This AI Paper by DeepMind Introduces Gecko: Setting New Standards in Text-to-Image Model Assessment
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