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Building Trust in Enterprise AI | Technically Speaking

Red Hat
126K subscribers
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1.3K views 7 months ago #AI #RedHat #InstructLab
Is AI ready for the demands of the business world? Join Red Hat CTO Chris Wright and distinguished experts Dr. Munmun De Choudhury from Georgia Tech and Akash Srivastava from the MIT-IBM Watson AI Lab to explore the pressing need for transparency and trust in AI technologies. Discover practical insights on how large language models (LLMs) impact business decisions and the vital role of responsible AI practices in ensuring these tools align with our values. From the risks of unknown training data to the promise of smaller, specialized models for enterprise applications, learn how leaders can deploy AI effectively and ethically in today’s rapidly changing business landscape. 00:00 The evolution and adoption of AI 00:32 Title sequence 00:39 Risks & drawbacks of Large Language Models (LLMs) 01:13 Training AI with accurate, credible data 02:06 Balancing model size & expertise for enterprise 02:54 AI alignment with instruction & preference tuning 03: …...more
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Building Trust in Enterprise AI | Technically Speaking
55Likes
1,387Views
Oct 22024
Is AI ready for the demands of the business world? Join Red Hat CTO Chris Wright and distinguished experts Dr. Munmun De Choudhury from Georgia Tech and Akash Srivastava from the MIT-IBM Watson AI Lab to explore the pressing need for transparency and trust in AI technologies. Discover practical insights on how large language models (LLMs) impact business decisions and the vital role of responsible AI practices in ensuring these tools align with our values. From the risks of unknown training data to the promise of smaller, specialized models for enterprise applications, learn how leaders can deploy AI effectively and ethically in today’s rapidly changing business landscape. 00:00 The evolution and adoption of AI 00:32 Title sequence 00:39 Risks & drawbacks of Large Language Models (LLMs) 01:13 Training AI with accurate, credible data 02:06 Balancing model size & expertise for enterprise 02:54 AI alignment with instruction & preference tuning 03:57 Prescriptive model building with InstructLab 05:11 Accelerated innovation in AI with open source 05:43 Trustworthy AI—open, responsible use 06:30 Responsible AI to ensure safety & reliability Learn More: https://www.redhat.com/en/topics/ai/w... https://www.redhat.com/en/blog/what-a... https://github.com/instructlab Follow us: Chris Wright   / chris-wright-b733851   What is Technically Speaking? Technically Speaking features captivating conversations between Chris Wright and a rotating cast of experts and industry leaders around what's on the horizon for technology. Want to participate? Leave us a comment if there's a topic or a guest you'd like to see featured. Watch More Technically Speaking: https://www.redhat.com/en/technically...    • Technically Speaking   Subscribe to Red Hat's YouTube channel: https://www.youtube.com/redhat/?sub_c... #RedHat #AI #InstructLab

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Red Hat

126K subscribers