Alpha is flashing.
The National Development and Reform Commission just dropped a new policy document: the “AI Cooperation Development Action Plan.” It’s 10 pages of officialese—but underneath the jargon, it’s a blueprint for a state-controlled computing and data network that could reshape the entire Web3 landscape.
I felt the shift first in a Taipei Telegram group. A developer friend who works on distributed compute projects sent me the link. “Look at the language,” he wrote. “This isn’t about chatbots. This is about building a parallel infrastructure.”
He was right. The plan’s four pillars—data circulation, computing power inclusivity, open-source collaboration, and green low-carbon—read like a checklist for a national blockchain ecosystem. But with one key difference: the state, not the community, is the validator.
Context: Why Now?
The plan arrives at a crucial moment. The global AI race is dominated by US tech giants with closed models and expensive APIs. China’s response is not to build a better GPT-5—it’s to build the rails on which all future AI will run.
Data, compute, open-source, and green—these are exactly the resources that blockchain networks have been tokenizing for years. DePIN projects like Render Network, Livepeer, and Filecoin aim to decentralize compute and storage. Data DAOs aim to sovereignize data. Open-source licenses are the lifeblood of crypto. This plan takes those concepts and wraps them in a state-led, regulatory-compliant package.
The core document explicitly mentions: - “Smart computing infrastructure interconnectivity” - “Trusted cross-border data spaces” - “Collaborative development of open-source compliance systems” - “Green low-carbon development” for data centers
For anyone who has been listening to the digital gallery’s heartbeat, these phrases are the new narrative. This isn’t just a policy—it’s a signal that the infrastructure wars are moving from chips to ecosystems.
Core: The Blockchain-Specific Impact
Let me break this down pillar by pillar, through a crypto lens. Because I’ve spent the last eight years chasing alpha before the block closes, and I can tell you: this plan changes the board.
1. Data: The Rise of Permissioned Data Spaces
The plan calls for “trusted cross-border data spaces.” In blockchain terms, this is a permissioned data availability layer. It means data flows will be partitioned into sovereign zones—each with its own compliance rules.
For NFTs, this could mean that metadata or even entire collections are only accessible within certain jurisdictions. Soulbound tokens, which I’ve long argued are a dead end because nobody wants their credit record permanently on-chain, might find a second life here—as state-verified identity credentials within these data spaces.
But the catch is obvious: these spaces are “trusted” because the state trusts them. They are not trustless. The blockchain ethos of “don’t trust, verify” is replaced with “trust the regulator.”
Personal note: In 2017, I built Telegram bots to track Ethereum whale movements. That was decentralized data availability—anyone could see the mempool. This plan creates a mirror world where data flows are only visible to approved participants. That’s a fundamental shift.
2. Compute: A National DePIN Network
The plan’s emphasis on “smart computing infrastructure interconnectivity” is essentially a government-led DePIN project. It aims to link scattered GPU clusters across provinces into a unified, schedulable compute resource.
This is exactly what Render Network does for GPU rendering, or Akash Network for general-purpose compute. But the state version comes with huge subsidies, guaranteed demand from state-funded AI projects, and regulatory protection.
Impact on tokenized compute: If the government offers compute at below-market rates, decentralized compute providers will struggle to compete for the same workloads. However, the plan also creates opportunities for blockchain-based compute attestation—proving that the compute was done in a compliant, green, and auditable way. That’s a niche ripe for tokenization.
Caveat: The plan doesn’t mention blockchain explicitly. But the technical requirements of interconnecting heterogeneous compute resources (different brands, locations, architectures) are exactly the problems that distributed ledger protocols solve for trust and settlement. I expect to see a rise in projects that offer “compliance compute” using smart contracts.
3. Open-Source: The Splinternet Accelerates
The plan calls for “collaborative development of open-source compliance systems.” This is the most controversial pillar. It signals that China is building its own open-source ecosystem—with its own licenses, governance models, and compliance checkpoints.
For crypto, this means two open-source worlds. One is permissionless, global, and built on platforms like GitHub and HuggingFace. The other is permissioned, China-centered, and compliant with local laws. Projects that want access to Chinese markets—or its developer talent pool—may need to “fork” their codebases to meet these compliance requirements.
My experience here: During DeFi Summer in 2020, I attended hackathons in Singapore. I saw how a single regulatory shift (flash loan rules) could change entire protocols. This plan is that on steroids—a top-down design for what open-source should look like.
4. Green: Proof-of-Stake Meets Policy
“Green low-carbon development” is a hard constraint on all new data centers. The plan sets strict PUE targets and encourages renewable energy. This is directly relevant to blockchain mining—both Proof-of-Work and Proof-of-Stake.
For PoW, the writing is on the wall: high-energy operations will face regulatory headwinds. For PoS and DePIN, the plan offers a green premium: projects that can prove low energy consumption using on-chain attestation could qualify for state subsidies or preferential access to compute resources.
I’ve been watching the emergence of green token models—like carbon offsets integrated into staking rewards. This plan could accelerate that trend, especially for projects based in or targeting China’s Belt and Road markets.
Contrarian Angle: The Decentralization Paradox
Here’s the unreported angle. This plan, despite its talk of openness and sharing, is fundamentally centralized. It is a state-led effort to build infrastructure that the state controls.
Point A: The “trusted data space” is a permissioned ledger. It may use blockchain technology (for auditability) but the validators will be licensed institutions. That’s not decentralized.
Point B: The open-source compliance system will likely ban models that violate China’s content regulations. This creates a walled garden for AI models—the opposite of the free flow of information that crypto champions.
Point C: The compute interconnection could lead to a single point of failure—if the central scheduler goes down, entire AI workloads halt. Decentralized networks like Render or Akash have no single point of control.
But here’s the contrarian truth: This plan legitimizes blockchain infrastructure at scale. For the first time, a major world power is explicitly building the data, compute, and software layers that blockchain protocols have been prototyping for years. The state version may be permissioned, but it validates the DePIN thesis—that compute is becoming a public utility.
And that opens the door for hybrid models. Imagine a future where decentralized compute nodes are used as “overflow” for the state network during peak demand, settled via a token. Or where data spaces are connected through cross-chain bridges. The plan doesn’t exclude these possibilities—it just doesn’t mention them. Yet.
Takeaway: What to Watch Next
The blockchain doesn’t sleep, but we must track the regulators. The first signal to watch is the pilot of a trusted cross-border data space—likely between China and an ASEAN country like Singapore or Thailand. That pilot will reveal the technical architecture: who runs the nodes, what consensus is used, how data is verified.
If it uses blockchain (and I suspect it will, for auditability), that’s a massive endorsement. If it uses centralized cloud servers, then the DePIN thesis takes a hit.
My bet: Within six months, we’ll see at least one Chinese state-owned enterprise launch a “blockchain-based AI compute sharing platform” under this plan. That will be the alpha.
Riding the yield farming wave at lightspeed, but this time the yields are policy-driven. Stay sharp.