# Ethereum and Robots: New Asset Class | Tomasz Stanczak (Nethermind) at ETHConf

- Speakers: [Tomasz Stanczak](https://streameth.org/speakers/tomasz-stanczak)
- Channel: [ETHGlobal](https://streameth.org/ethglobal)
- Date: 2026-07-09
- Duration: 20:24
- Topics: Nethermind, Complete Robot, Tomasz Stanczak, ETHConf, robots, physical AI, embodied AI, agentic AI, AI agents, Ethereum, new asset class, machine to machine payments, micropayments, fleet billing, compute metering, robotic fleets, yield tokenization, DePIN, identity, reputation, verifiable actions, World, Boop, robot taxis, drones, re-industrialization, Detroit, Newlab, Tesla, Helium, USD.AI, stablecoins, GPU, RWAs, tokenization, X2X, layer 2, KYC, AML, autonomous economy, capital allocation
- Watch: https://streameth.org/watch/yt-CwkRArsrv78
- YouTube: https://www.youtube.com/watch?v=CwkRArsrv78

## Description

In this wide-ranging talk, Tomasz Stanczak, founder of Nethermind and now founder of Complete Robot (a fully owned Nethermind subsidiary, not a departure), explores robots and physical AI as a new asset class and where Ethereum fits. After two years talking about agentic AI, robots, and how Ethereum can coordinate agents and solve identity, he decided to actually build rather than tell people it is easy, and shares the harder but exciting realities. He surveys the landscape: AI agents, compute, and robotics (embodied or physical intelligence), agent-to-agent and machine-to-machine payments, agentic commerce as the most immediately implementable case, and onchain compute metering (referencing the Blockrun AI team from his HF0 residency in San Francisco). His own focus is machine-to-machine micropayments, fleet billing, and self-deployable businesses, imagining how a largely autonomous economy of agents and robots would need to be structured.

Tomasz walks through robotics trends: a robot beating a human at package sorting (a robot runs 6,000 hours a year versus a human's 2,000), and the economics where robots make sense wherever their amortized cost per hour undercuts expensive human labor, opening questions about insurance, regulation, financing, and operating robotic fleets as yield-generating asset classes. He notes China leads in absolute deployed industrial robots while Korea, Singapore, Germany, and Japan lead in density, and describes the energetic re-industrialization movement he witnessed in Detroit (Newlab, BCON) and across the US and Europe. On blockchain-to-robot, he covers identity systems (World, Boop, the latter incubated at Nethermind), verifiable robot actions, training, and data collection amid cross-border mistrust of foreign-made robots, and yield tokenization treating robotic fleets as deployable yield businesses. He flags a friction: strong identity plus reputation reduces the need for micropayments (enabling subscriptions and credit), while micropayments minimize trust but raise KYC and AML problems at scale. He observes that centralized players like Tesla often strip the decentralization from crypto's visions while shipping the same product, discusses DePIN precedents like Helium and their incentive misalignments, and covers stablecoin-backed debt like USD.AI backed by GPU (and potentially robot) fleets. He closes on tokenized real assets enabling on-demand fleet deployment, heavy regulation ahead, growing token use from physical AI, X2X adoption needing layer-2 scaling, and his focus on recursive autonomous capital allocation.

00:00 Introduction
00:11 Founding Complete Robot Under Nethermind
00:33 Two Years on Agentic AI and Robots
00:58 Why He Decided to Build Instead of Talk
01:33 The Landscape: Agents, Compute, and Robotics
02:10 Machine-to-Machine Payments and Self-Deployable Businesses
02:41 Imagining a Fully Autonomous Economy
03:05 The Robot That Beat a Human at Sorting
03:53 The Economics of Robot vs Human Labor
04:25 Robotic Fleets as an Asset Class
05:22 Robotic Density Around the World
05:48 The Potential in North American Robotics
06:36 The Re-Industrialization of Detroit
07:26 Why People Must Meet to Build Physically
09:01 Blockchain to Robots: Identity Systems
09:22 Verifiable Robot Actions and Cross-Border Mistrust
10:29 Yield Tokenization of Robotic Fleets
11:00 The Friction Between Identity and Micropayments
11:50 Why Micropayments Raise KYC and AML Problems
12:40 How Tesla Strips Decentralization From Crypto Visions
13:33 Where Decentralized Fleets Could Work
14:30 Lessons From DePIN Projects Like Helium
15:14 The Unfairness in Tokenized Solutions
15:40 Stablecoin-Backed Debt Like USD.AI
16:08 Tokenized Real Assets and On-Demand Fleets
16:38 The Permissionless Vision vs Heavy Regulation
17:12 Why Physical AI Grows Token Use
17:38 Compute vs Money at the Energy Level
18:35 The Growing Adoption of X2X
19:13 Carrying Blockchain DNA Into Agents and Robots
19:46 Closing: Recursive Autonomous Deployment

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