Everyday AI Podcast – An AI and ChatGPT Podcast EP 556: Choosing the Right AI: Agents, LLMs, or Algorithms?
Jun 27, 2025
In this engaging discussion, Michael Abramov, CEO of Keymaker and Keylabs, dives into the intricacies of AI technologies, demystifying algorithms, agents, and LLMs. He emphasizes the importance of data-driven decisions in AI training while cautioning about the risks of agentic AI projects. Michael compares selecting AI tools to choosing a life partner, ensuring they align with business needs. He also explores the competitive landscape of AI innovation and the essential role of experimentation for business leaders facing AI challenges.
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Daily AI Experimentation Key
- Block out time daily to experiment with AI tools yourself even if you are a busy CEO.
- Testing AI on your biggest pain points reveals what really helps and what doesn't.
Defining LLMs and Agents
- A large language model acts as a black box answering any question you ask.
- Agents automate workflows by connecting multiple models with conditional logic to solve complex tasks.
If-Else Logic in AI
- AI decision-making often follows if-else conditional statements like daily human routines.
- These decisions create hierarchical decision trees guiding automated choices step-by-step.