Ethical, Human-Centered AI with Robert Vandervoort

Ethical, Human-Centered AI: Accessibility, Cost, and Embodied Agents with Robert VandervoortRobert Vandervoort, founder of VDV Labs, shares how early curiosity with technology, ADHD, legal troubles, and living with optic nerve atrophy and legal blindness shaped his empathy-driven approach to ethical, human-centered AI. He describes moving from help desk and operations into solutions engineering, and how employee-experience work at Moveworks influenced his thinking about AI as augmentation rather than replacement. The conversation explores why many AI initiatives fail without clear business problems, how companies chase hype, and where AI can add value in IT, customer service, manufacturing, and healthcare (e.g., triage, agent assist, transcription, computer vision, radiology support). They discuss AI’s real costs (tokens, hardware, memory, water and heat impacts), trust in self-driving, AI companions and grief bots, and Vandervoort’s “Chip” project toward embodied, agentic AI plus other VDV Labs products.00:00 Meet Robert Vandervoort00:55 Curiosity and Early Tech03:09 ADHD and School Struggles05:56 Rock Bottom and Blindness08:10 Back to Computers11:53 Discovering AI in 202212:28 Solutions Engineer Path16:57 Human Centered Ethics20:19 Selling With Empathy23:03 Efficiency vs Opportunity AI24:24 Cost Cutting and Consequences32:10 AI Costs and Tokens33:43 Value vs Expensive34:11 Memory Prices and AI Demand35:51 Water Cooling and Hidden Costs38:35 Space Data Centers Debate40:23 Why AI Projects Fail48:21 Where AI Fits in Business48:58 Practical AI Use Cases57:45 AI Companions and Consciousness58:32 Embodied Agents and Senses01:00:45 Biology vs Neural Nets01:03:00 Memory Tricks and Proprioception01:04:13 Consciousness And Context01:05:18 CHIP Vision System01:07:41 Introspection And Memory01:09:28 Embodiment And Agency01:14:57 Commercializing The Robot01:17:02 Companion AI Risks01:21:40 Grief Bots Debate01:26:54 VDV Labs Next Steps01:30:21 Closing Thoughtshttps://www.linkedin.com/in/rvandervoort/https://vdvlabs.ai/