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Building Trust in Enterprise AI | Technically Speaking

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Building Trust in Enterprise AI | Technically Speaking

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/what-is-instructlab
https://www.redhat.com/en/blog/what-aiml-and-why-does-it-matter-your-business
https://github.com/instructlab

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Chris Wright https://www.linkedin.com/in/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.

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Date: October 2, 2024