Podcast
Neural NebulAI
Hosted by Caylent Inc. · EN
Welcome to Neural NebulAI where we unravel the mysteries around artificial intelligence, clear out misconceptions and explore its transformative impact on industries, its various use cases, and important considerations you need to make as you embark on an AI journey.
10episodes
Episodes
Newest firstAll episodes
Agentic AI
Jul 300:45:22Tap to summarizeIn this episode, Caylent’s Kelsey Ito, Guille Ojeda, and Brian Tarbox dive into Agentic AI. They’ll discuss what Agentic AI really is, what agents are and why they matter, what an agentic workflows look like in practice, and whether AI will replace humans.
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AI Benchmarks
Jun 11, 202400:44:11Tap to summarizeIn this episode, Caylent’s Brian Tarbox and Kenneth Henrichs tomorrow at 9am PST share how AI Benchmarks can help you find the most economical, efficient, and effective models for your business needs! They’ll explore key differences between GenAI models, evaluation tools, and more. Produced by Aman Wadhwa. Edited by Cynthia Lam. Music by Larry Poppinz. Follow Caylent on Twitter, LinkedIn, TikTok, and Instagram. Visit our website to find out more about us: www.caylent.com
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Leveraging Data Inside of AI
Apr 9, 202400:43:30Tap to summarizeIn this episode, Caylent’s Brian Tarbox, Khobaib Zaamout, and Kenneth Henrichs as they dissect the distinctions between Analytical AI and GenAI, uncover the unique data needs, share best practices for data management, and tackle the challenge of bias mitigation. Produced by Aman Wadhwa. Edited by Cynthia Lam. Music by Larry Poppinz. Follow Caylent on Twitter, LinkedIn, TikTok, and Instagram. Visit our website to find out more about us: www.caylent.com
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Retrieval Augmented Generation
Feb 29, 202400:47:42Tap to summarizeIn this episode, Caylent’s Randall Hunt and Clayton Davis learn about the value of RAG for contextual optimization and understand use cases where RAG stands out amongst other techniques to improve your LLM's capabilities. Produced by Aman Wadhwa. Edited by Cynthia Lam. Music by Larry Poppinz. Follow Caylent on Twitter, LinkedIn, TikTok, and Instagram. Visit our website to find out more about us: www.caylent.com
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Pre-AI Data Modernization & Enablement
Feb 8, 202400:48:38Tap to summarizeIn this episode, Caylent’s Khobaib Zaamout, Kenneth Henrichs, and Brian Tarbox delve into building a data-driven company and culture, understanding modern data workloads, and leveraging a contemporary data strategy to enhance your AI journey. They also provide valuable insights on navigating technology shifts and avoiding common pitfalls by partnering with experts like Caylent. Produced by Aman Wadhwa. Edited by Cynthia Lam. Music by Larry Poppinz. Follow Caylent on Twitter, LinkedIn, TikTok, and Instagram. Visit our website to find out more about us: www.caylent.com
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Prompt Engineering
Jan 9, 202400:43:59Tap to summarizeIn this episode, Caylent’s Randall Hunt and Clayton Davis dive into an informative discussion on prompt engineering, the importance of programmatic evaluation, LLM Optimization, valuable tips for prompt creation, and a demonstration of one-shot learning using Amazon Bedrock to process unstructured data. Edited by Aman Wadhwa. Produced by Cynthia Lam. Music by Larry Poppinz. Follow Caylent on Twitter, LinkedIn, TikTok, and Instagram. Visit our website to find out more about us: www.caylent.com
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GenAI for Enterprises
Nov 14, 202300:44:18Tap to summarizeIn our newest episode of Neural NebuIAI, Randal Hunt and special guest Amit Singh, Global Use Case Leader for GenAI Partner Acceleration at AWS, dive into Amit's expertise around AWS's GenAI services, and his advice on approaching GenAI adoption to minimize development time and speed up ROI. You’ll also hear about important GenAI use cases Caylent is helping enterprises develop today as well as the trajectory of development and economic trends around GenAI tools. Edited by Aman Wadhwa. Produced by Cynthia Lam. Music by Larry Poppinz. Follow Caylent on Twitter, LinkedIn, TikTok, and Instagram. Visit our website to find out more about us: www.caylent.com
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AI Foundation Models
Oct 24, 202300:46:17Tap to summarizeTo understand how Generative AI works, we must first understand AI #FoundationModels, which are neural networks trained on huge datasets that can be used to create a plethora of use case specific AI solutions. In this episode of Neural NebulAI, Randall Hunt, Brian Tarbox, and special guest, Suraj Subramanian, Machine Learning Engineer at Meta, dive into foundation models, from development to training and fine-tuning. They also discuss how different development strategies can introduce challenges such as hallucinations and catastrophic forgetting, and how new models such as Llama 2 are using interesting reward modelling strategies to improve response accuracy and relevance. Edited by Aman Wadhwa. Produced by Cynthia Lam. Music by Larry Poppinz. Follow Caylent on Twitter, LinkedIn, TikTok, and Instagram. Visit our website to find out more about us: www.caylent.com
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Humans & AI
Oct 4, 202300:44:08Tap to summarizeMuch like the internet, Generative AI holds the potential to revolutionize our world and our lifestyles, which prompts the question, how will humans evolve and learn to work alongside AI? In this installment of Neural NebulAI, Randall Hunt and Brian Tarbox delve into the evolution of AI, its pitfalls, its capacity to enhance human tasks, and the potential for it to assume human roles, along with their experiences with GenAI tools such as CodeWhisperer and Bedrock. Additionally, they discuss AI’s role in corporate organizational structure & governance shifts and explore how the average person will collaborate with AI. Edited by Aman Wadhwa. Produced by Cynthia Lam. Music by Larry Poppinz. Follow Caylent on Twitter, LinkedIn, TikTok, and Instagram. Visit our website to find out more about us.
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AI Unit Economics
Sep 26, 202300:42:51Tap to summarizeIn this episode of Neural NebulAI, Randall Hunt and Mark Olson discuss AI Unit economics. Learn about the costs of investing into AI model development from training to inference, as well the ROI you can expect in terms of both customer value, and revenue generation. They also share tactics to save operational costs and the importance of monitoring investment over time. Edited by Aman Wadhwa. Produced by Cynthia Lam. Music by Larry Poppinz. Follow Caylent on Twitter, LinkedIn, TikTok, and Instagram. Visit our website to find out more about us.
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