If we look at the AI and robotics track separately, we will find a long-overlooked fundamental problem.

We already have increasingly powerful models and more mature hardware, but there is a missing market between them.
Robots cannot autonomously accept tasks, and AI models cannot directly participate in real-world execution; their capabilities are locked within their respective systems, preventing large-scale collaboration.
This is not a technical issue but a lack of a unified coordination and settlement layer.
@konnex_world's answer is to directly map physical world tasks onto tradable on-chain tasks.
In its design, tasks enter a decentralized AI competition market from the moment they are published, where different AI models submit control strategies, which are verified and then deployed to real robots for execution, ultimately validated and settled through Proof of Physical Work.
More importantly, it turns execution verification into verifiable assets rather than black boxes.
Through sensor data and consensus from verification nodes, task completion is recorded on the chain, creating a traceable physical execution record.
From current deployment, this mechanism has already run through a complete closed loop on the testnet, from task publishing to PoPW validation and stablecoin settlement, forming an end-to-end process verification.
My intuitive feeling is that the significance of this structure goes far beyond a new protocol; it attempts to define something more fundamental.
If physical labor can be called upon, verified, and paid for like smart contracts, then robots are no longer just tools but participants in the chain’s economy.
Once this logic is established, Web3 will truly touch the productive forces of the real world for the first time.
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