All Episodes
Displaying 1 - 20 of 44 in total
The Business Case for Local LLMs
Episode exploring the business case for local llms.
What Every CIO Should Know About AI
Episode exploring what every cio should know about ai.
The AI Readiness Checklist for CEOs
Episode exploring the ai readiness checklist for ceos.
From Chatbots to AI Workforce
Episode exploring from chatbots to ai workforce.
Why AI Projects Fail in Enterprises
Episode exploring why ai projects fail in enterprises.
Building an AI Strategy That Actually Works
Episode exploring building an ai strategy that actually works.
AI Governance Made Simple
Episode exploring ai governance made simple.
The Hidden Cost of Free AI Tools
Episode exploring the hidden cost of free ai tools.
How to Calculate AI ROI Before You Invest
Episode exploring how to calculate ai roi before you invest.
Why Private AI Computers Are the Future
Episode exploring why private ai computers are the future.
10 Myths About AI Adoption in Business
Episode exploring 10 myths about ai adoption in business.
Latest Trends and Technologies in Enterprise AI Deployment
A practical discussion on the latest trends in deploying AI across enterprises, including agentic workflows, private AI infrastructure, model governance, security, int...
Why Most Businesses Still Fear AI (And How to Fix It)
Episode exploring why most businesses still fear ai (and how to fix it).
The Future of LLM Training: From Static Models to Adaptive Systems
This episode explores adaptive AI systems combining fine-tuning, retrieval, and reinforcement learning. We discuss infrastructure, governance, and continuous learning...
Choosing the Right Fine-Tuning Strategy: Cost vs Performance Matrix
We provide a decision framework for selecting between LoRA, QLoRA, and full fine-tuning. We also discuss combining methods for optimal performance in production systems.
LLM-as-a-Judge: Automated Evaluation at Scale
This episode explores using LLMs to evaluate outputs based on quality, safety, and correctness. We discuss prompt design, risks like bias, and strategies for reliable...
RLHF: Pipeline, Challenges, and Modern Alternatives
We break down the RLHF pipeline from data collection to policy optimization. We also explore its limitations and compare it with newer methods like DPO and GRPO.
LLM-as-a-Judge: Automated Evaluation at Scale
This episode explores using LLMs to evaluate outputs based on quality, safety, and correctness. We discuss prompt design, risks like bias, and strategies for reliable...
AI Deployment Dilemmas: Overcoming Enterprise Challenges
Join us as we explore the intricate challenges and solutions involved in deploying AI systems at an enterprise level. Delve into successful strategies and frameworks f...
Choosing the Right Fine-Tuning Strategy: Cost vs Performance Matrix
We provide a decision framework for selecting between LoRA, QLoRA, and full fine-tuning. We also discuss combining methods for optimal performance in production systems.