If you are an investor deeply focused on the AI track, you cannot ignore a harsh reality: the current pricing power of computational resources is almost entirely in the hands of a few centralized giants. Ordinary developers who want to run models can go bankrupt just by paying the 'toll.' I have recently been deeply analyzing the underlying ledger of @Fabric Foundation and found that they are trying to reconstruct the logic of computational power distribution in 2026 in a highly destructive way.
To be honest, in the current Web3 + AI track, the vast majority of projects are still playing the false game of 'staking for points,' but the logic of $ROBO is completely different. It is implementing a distributed inference protocol based on physical hardware. This means that when tens of thousands of robots and edge devices around the world are connected through the protocol, it can provide extremely cheap computational power, and more importantly, it possesses 'anti-fragility.' In a decentralized network, no one can choke you by pulling the plug or unilaterally raising prices. This attempt to return the means of production to the community is the most valuable part of the DePIN narrative.
Why do I suggest that everyone study their node admission mechanism while paying attention to the market? Because in the coming years, edge inference (Edge AI) will experience explosive growth. Every smart terminal needs real-time computing, and traditional centralized data centers cannot support such large-scale demand due to physical latency and high costs. At this point, the #ROBO network's capillary-like scheduling capability becomes a necessity. It is not talking about an ethereal future, but solving the cost pain points faced by every AI developer at this moment.
In this restless market, those who understand niche infrastructure often live the longest. Instead of repeatedly jumping around in air coins that change names daily, it is better to calm down and focus on underlying protocols that have real hardware support and clear deflationary closed loops. After all, in this era where computing power is king, whoever can truly lower the threshold of productivity holds the ticket to the next cycle.
