Ethical, Human-Centered AI: Accessibility, Cost, and Embodied Agents with Robert Vandervoort

Robert 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 Vandervoort

00:55 Curiosity and Early Tech

03:09 ADHD and School Struggles

05:56 Rock Bottom and Blindness

08:10 Back to Computers

11:53 Discovering AI in 2022

12:28 Solutions Engineer Path

16:57 Human Centered Ethics

20:19 Selling With Empathy

23:03 Efficiency vs Opportunity AI

24:24 Cost Cutting and Consequences

32:10 AI Costs and Tokens

33:43 Value vs Expensive

34:11 Memory Prices and AI Demand

35:51 Water Cooling and Hidden Costs

38:35 Space Data Centers Debate

40:23 Why AI Projects Fail

48:21 Where AI Fits in Business

48:58 Practical AI Use Cases

57:45 AI Companions and Consciousness

58:32 Embodied Agents and Senses

01:00:45 Biology vs Neural Nets

01:03:00 Memory Tricks and Proprioception

01:04:13 Consciousness And Context

01:05:18 CHIP Vision System

01:07:41 Introspection And Memory

01:09:28 Embodiment And Agency

01:14:57 Commercializing The Robot

01:17:02 Companion AI Risks

01:21:40 Grief Bots Debate

01:26:54 VDV Labs Next Steps

01:30:21 Closing Thoughts

https://www.linkedin.com/in/rvandervoort/

https://vdvlabs.ai/