10 episodes
Neural NebulAI Caylent Inc.
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- Technology
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.
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Leveraging Data Inside of AI
In 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 -
Retrieval Augmented Generation
In 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 -
Pre-AI Data Modernization & Enablement
In 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 -
Prompt Engineering
In 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 -
GenAI for Enterprises
In 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 -
AI Foundation Models
To 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