EP 590: Agents, LLMs, or Algorithms? A Playbook for Choosing AI

Confused by AI jargon and unsure which tools actually move the needle for your business? We break down the real differences between traditional algorithms, large language models (LLMs), and agents — including agentic AI — and give practical guidance leaders can use now. Newsletter: Sign up for our free daily newsletter More on this Episode: Episode Page Join the discussion: Thoughts on this? Join the convo. Upcoming Episodes: Check out the upcoming Everyday AI Livestream lineup Website: YourEverydayAI.com Email The Show: info@youreverydayai.com Connect with Jordan on LinkedIn Topics Covered in This Episode: Choosing AI: Algorithms vs. Agents Understanding AI Models and Agents Using Conditional Statements in AI Importance of Data in AI Training Risk Factors in Agentic AI Projects Innovation through AI Experimentation Evaluating AI for Business Solutions Timestamps: 00:00 AWS AI Leader Departs Amid Talent War 03:43 Meta Wins Copyright Lawsuit 07:47 Choosing AI: Short or Long Term? 12:58 Agentic AI: Dynamic Decision Models 16:12 "Demanding Data-Driven Precision in Business" 20:08 "Agentic AI: Adoption and Risks" 22:05 Startup Challenges Amidst Tech Giants 24:36 Balancing Innovation and Routine 27:25 AGI: Future of Work and Survival Keywords: AI algorithms, Large Language Models, LLMs, Agents, Agentic AI, Multi agentic AI, Amazon Web Services, AWS, Vazhi Philemon, Gen AI efforts, Amazon Bedrock, talent wars in tech, OpenAI, Google, Meta, Copyright lawsuit, AI training, Sarah Silverman, Llama, Fair use in AI, Anthropic, AI deep research model, API, Webhooks, MCP, Code interpreter, Keymaker, Data labeling, Training datasets, Computer vision models, Block out time to experiment, Decision-making, If else conditional statements, Data-driven approach, AGI, Teleporting, Innovation in AI, Experiment with AI, Business leaders, Performance improvements, Sustainable business models, Corporate blade. Send Everyday AI and Jordan a text message. (We can't reply back unless you leave contact info) Ready for ROI on GenAI? Go to youreverydayai.com/partner