The best 10-minute zero-jargon explainer for someone who has only used ChatGPT.
AI Agents, Clearly Explained
Jeff Su Apr 2025
Watch on YouTube youtube.com →An AI agent is software that uses an AI model as its brain to pursue a goal: it plans the steps, uses tools (your email, browser, spreadsheets, code, APIs), checks its own work, and keeps going until the job is done. A chatbot answers you; an agent acts for you. Think of it as a tireless junior teammate that can read, click, write and call other software, but still needs clear instructions and supervision.
18 resources.
The best 10-minute zero-jargon explainer for someone who has only used ChatGPT.
Jeff Su Apr 2025
Watch on YouTube youtube.com →The defining talk on LLMs as a new computer and why agents need partial autonomy.
Y Combinator / Andrej Karpathy Jun 2025
Watch on YouTube youtube.com →Ng's four agentic design patterns give you the mental model everything else builds on.
Snowflake BUILD / Andrew Ng Nov 2024
Watch on YouTube youtube.com →The opening lesson of Microsoft's free beginners course, gentle and precise.
Microsoft Mar 2025
Watch on YouTube youtube.com →A founder-to-founder walkthrough of what agents are with concrete business examples.
Alfie Marsh Apr 2024
Watch on YouTube youtube.com →Explains the reasoning loop inside an agent without a single line of code.
IBM Technology 2025
Watch on YouTube youtube.com →Three infra investors argue out the definition honestly, including where the hype ends.
a16z (Guido Appenzeller, Matt Bornstein, Yoko Li) May 2025
Open a16z.com →The most-cited definition of workflows vs agents, written by the team behind Claude.
Anthropic Dec 2024
Open anthropic.com →The expanded companion to Anthropic's canonical essay, packaged for non-engineers.
Anthropic 2025
Open resources.anthropic.com →OpenAI's own plain-English playbook on what an agent is and when you need one.
OpenAI Apr 2025
Open cdn.openai.com →A readable companion to Karpathy's keynote if you prefer text to video.
Latent Space Jun 2025
Open latent.space →Ng translates agent theory into a business argument a founder can repeat to investors.
Insight Partners 2025
Open insightpartners.com →The original technical essay that defined agent = LLM + planning + memory + tools.
Lilian Weng (OpenAI) Jun 2023
Open lilianweng.github.io →The whole concept compressed into one famous equation you will never forget.
Lilian Weng Jun 2023
Open x.com →A sober corporate reference for checking any claim you hear at a demo day.
IBM 2026
Open ibm.com →A neutral, constantly updated reference point when vendor definitions start to blur.
Wikipedia 2025
Open en.wikipedia.org →A curated viewing path if you want to go from zero to fluent in a weekend.
Javin Paul 2025
Open medium.com →Free and certified, it takes you from the definition to actually shipping a small agent.
Hugging Face Feb 2025
Open huggingface.co →The same ground, over in Build the product, our Starting Up track.