Noelle RussellChief Executive Officer, AI Leadership Institute · 5x Microsoft Trustworthy AI MVP | 3.4+ million students | #1 Thought Leader in Agentic AI | AI-Powered Revenue Growth + Cost Optimization Expert ✨Best-Selling Author: Scaling Responsible AI | TEDx Sp

The World is Changing now Anyone can be a Doer, not just a Talker

28 Nov 2025 · 1 min

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Technology now lets anyone build and demo solutions on the fly, not just rare engineers who could do both. Speaker B points to AI systems like Alexa as an example of this shift, and worries we're not paying enough attention to what it means when these systems listen constantly.

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So, why does this moment in time in this particular tech feel so different than any other in the past from your perspective?
Yeah, I mean, it's different in the sense that I can show and not tell, right? I can be a doer, not a talker, and get rewarded for that. So, in, in the conversations in the past, the reason I was so successful was because I was an engineer selling to customers. And so, as an engineer, while I'm talking to a customer, I could understand their problem and then build them something in the context of the conversation. But most people who are having that conversation with a customer could not do that. So I became kind of like a unicorn having that skill. Today now, anyone, as you're talking, anyone can do that. I actually just did a TED Talk for Boston, and in the talk, the talk was called, I Taught Alexa to Speak, and Now I'm Worried That the World Isn't, you know, Focused on AI That Can Listen.