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Global electricity demand, especially the surge from data centers, is testing the limits of traditional centralized power grids. Filecoin offers an architectural solution to this challenge
Global electricity demand grew by approximately 3% in 2025. According to data from the International Energy Agency (IEA), electricity demand from data centers grew by 17% that year. The grid was not originally built to absorb a shortfall of this magnitude.
The Filecoin network is distributed across independent providers rather than concentrated within a single power grid.
According to the International Energy Agency’s (IEA) Global Energy Review 2026 report, global electricity demand grew by approximately 3% in 2025, more than twice the growth rate of total energy demand (1.3%).
Driven by demand for training and inference of large AI models, global data center electricity demand grew 17% year-on-year, while the increase in electricity consumption by data centers dedicated to large AI models was even more significant, reaching 50%.
This trend poses a serious challenge to existing power grid infrastructure.
“The grid was not originally built to absorb a shortfall of this magnitude.”
When traditional centralized power grids were designed, they did not anticipate that the high-density, high-growth, and geographically concentrated electricity loads of data centers would expand so rapidly.
In the short term, to meet the electricity demand of these large and fixed loads, energy systems may have to rely on relatively expensive natural gas generation, while newly built generation facilities may find it difficult to provide a stable power supply in the short term.
In addition, grid reserve margins in regions such as the United States are typically only 15%, and can be even lower during extreme weather. This makes them particularly strained by the additional load brought by AI infrastructure.
By contrast,
As a decentralized storage network, Filecoin has inherent architectural advantages in mitigating this type of energy concentration risk.
The Filecoin network does not rely on a single or a small number of centralized data centers, but is composed of globally distributed, independently operated storage providers (miners).
These providers deploy storage equipment in different locations around the world and connect to their respective local power grids.
This distributed network structure brings several key advantages: 👇
Avoiding single-point energy bottlenecks:
Filecoin’s computing power and storage resources are distributed globally and do not depend on the grid capacity of any particular region.
When a region experiences power shortages or surging electricity prices due to a spike in data center demand, other regions in the network can continue operating normally, thereby ensuring the continuity and stability of services across the entire network.
Making full use of distributed power resources:
Filecoin storage providers can be deployed in regions with abundant power supplies, lower electricity prices, or surplus renewable energy, such as areas rich in hydropower or experiencing wind and solar power curtailment.
This is fundamentally different from the model of traditional hyperscale data centers, which must be located at stable, high-capacity grid hubs.
Enhancing system resilience:
The distributed approach to energy access gives the Filecoin network stronger risk resistance when facing local grid failures, extreme weather, or energy disruptions caused by geopolitical factors.
As some analyses have pointed out, China, with its electricity reserve margin as high as 80%-100%, can treat AI data centers as a means of absorbing excess electricity.
Filecoin’s globally distributed network achieves this kind of “resilience” on a broader scale, except that its resource pool is made up of countless independent market participants rather than a single national power grid.
In summary,
Global electricity demand, especially the surge from data centers, is testing the limits of traditional centralized power grids. The globally distributed storage network represented by Filecoin, which is based on economic incentives, provides an architectural solution to this challenge by distributing energy loads across independent providers and geographic regions.
This model not only reduces pressure on any single power grid, but also more efficiently matches computing/storage demand with energy supply worldwide through market-based mechanisms.
The material is sourced from official media and online news. It is for reference, study, and communication purposes only. Please strictly comply with the laws and regulations of your jurisdiction. It does not constitute any investment advice.

Filecoin is promoting the “data stays put, computation moves” narrative, targeting AI workloads (petabyte-scale training data, multimodal datasets, etc.)
13.2 days is the time actually required to transfer 1 PB of data, using a dedicated 10 Gbps pipeline at 70% effective throughput, during which the GPU remains idle throughout. Filecoin keeps the data in place while computation moves around it.
Transfer Time Calculation
1 PB = 1,000 TB = 8,000,000 Gb (in decimal)
Dedicated 10 Gbps pipeline, 70% effective throughput → actual speed = 7 Gbps
Time = 8,000,000 Gb ÷ 7 Gbps ≈ 1,142,857 seconds
1,142,857 ÷ 86,400 ≈ 13.23 days
Approximately 13.2 days. During this period, the GPU is completely idle, merely waiting for the data to be moved.
Filecoin’s Core Argument
Traditional approach:
Move the data to the computation (cloud providers’ data centers, supercomputing centers)
→ Bandwidth becomes the bottleneck, resulting in high costs, high latency, and high energy consumption.
Filecoin’s approach:
Keep the data in place and move computation around it (Compute-over-Data / Data-centric computing).
The data is already stored in a verifiable manner on globally distributed storage providers (SPs).
Through FVM, Warm Storage, Retrieval Markets, and other mechanisms, computational tasks—especially AI inference/training preprocessing and retrieval augmentation—can be scheduled directly at the locations where the data resides.
Reduce or even eliminate large-scale data migration.
This is precisely the “data stays put, computation moves” narrative that Filecoin has recently been promoting, particularly targeting AI workloads (petabyte-scale training data, multimodal datasets, etc.).
The source material comes from official media/online news. The content is for reference, learning, and communication purposes only. Please strictly comply with the laws and regulations of your jurisdiction. This article does not constitute any investment advice.

Filecoin’s storage capacity was already in place before the price surge
According to a Dell'Oro report, global data center IT semiconductor and component revenue grew 182% year over year in the second quarter of 2026. This surge was not merely driven by increased shipments; the price per bit of DRAM and storage drives more than doubled from the previous year. As AI infrastructure drives up the cost of memory and hard drives, server demand is further intensifying pressure on prices.
For new chips and storage drives, suppliers are revising their quotes due to supply shortages. Storage costs are already rising sharply even before model training tasks are completed.
Consider it from another perspective:
Filecoin’s storage capacity had already been deployed on the network well before this round of price increases began. Procurement cycles and spot-market premiums do not affect storage capacity that is already in use; because its data is content-addressed and verifiable, it is not subject to quarterly price fluctuations in DRAM and hard drives.
The doubling of component revenue reflects the procurement cost of new hardware, while storage resources already operating on the network follow an entirely different timeline.
Source: official media/online news. This content is for reference, learning, and communication purposes only. Readers are strictly required to comply with the laws and regulations of their respective jurisdictions. This article does not constitute investment advice.

Filecoin can partially circumvent the “new grid + new transformers” cycle bottleneck and expand available storage capacity
According to data from the International Energy Agency, planning and constructing new grid transmission lines takes 5 to 15 years, while data centers themselves take only 1 to 3 years to build. Delivery times for large power transformers have doubled since 2021 and now stand at 4 years. Filecoin’s capacity leverages electricity that is already connected to the grid.
1. Grid transmission lines vs. data center construction timelines
Relevant data from the International Energy Agency (IEA)
New high-voltage transmission lines often indeed take 5–15 years (or even longer) from planning and permitting to completion. The main bottlenecks lie in environmental assessments, land acquisition, cross-regional coordination, and public opposition, rather than construction time alone.
By comparison, large data centers (especially hyperscale facilities) typically take only 1–3 years from site selection to commissioning (some projects can be compressed to 18–24 months), creating a structural mismatch in which “electricity demand grows far faster than grid capacity.”
This time gap has been repeatedly emphasized by the IEA, the U.S. Department of Energy, European grid operators, and others, and is one of the core reasons for data center power shortages.
2. Delivery times for large power transformers
Since 2021, delivery times for large power transformers worldwide (especially those above 100 MVA) have indeed increased substantially.
Before the pandemic, they generally took 1–2 years; current mainstream quotes have reached 3–5 years, with some models and regions approaching or exceeding 4 years.
Reasons include:
Multiple utility companies and transformer manufacturers, such as Siemens Energy, Hitachi Energy, and GE Vernova, have publicly confirmed that these timelines have doubled or extended even further.
3. Filecoin’s electricity usage characteristics
The storage capacity of the Filecoin network mainly comes from globally distributed nodes (storage providers). Most of these nodes use electricity that is already connected to the grid and operational, including idle computing capacity, existing data centers, converted mining facilities, and enterprise-owned infrastructure, rather than requiring large-scale applications for new power connections and supporting transmission and distribution facilities like newly built hyperscale data centers do.
This enables Filecoin to partially avoid the long-cycle bottleneck of “new grid + new transformers” and expand available storage capacity more quickly. Of course, the nodes themselves still consume electricity, and the network’s overall energy consumption is related to storage scale and its proof mechanism; it does not have “zero additional electricity demand.”
In summary:
The mismatch between the long construction timelines for grid infrastructure (5–15 years for transmission lines and 3–5 years for transformers) and the rapid deployment of data centers (1–3 years) is a real constraint currently facing the expansion of AI and cloud computing.
Decentralized storage networks such as Filecoin provide a relatively flexible supplementary path by reusing existing grid-connected electricity, making them particularly suitable for scenarios that are not extremely latency-sensitive but require large-scale persistent storage.
Source materials: official media/online news. The content is for reference, learning, and communication purposes only. Please strictly comply with the laws and regulations of your jurisdiction. This article does not constitute any investment advice.

Explanation of the Relationship Between IPFS, Filecoin, and FVM (IPFS as the Underlying Technology Layer, Filecoin as the Economic Incentive Layer, and FVM as the Programmable Computing Layer)
Three-layer progression:
First Layer: IPFS — Underlying Communication Protocol
IPFS (InterPlanetary File System) is a peer-to-peer, content-addressed distributed transmission protocol that allows users to store and transmit verifiable data.
It is equivalent to the “logistics rules” for data storage, defining how files are located and transmitted. However, it is itself merely an open-source technical standard: it contains no token and has no incentive mechanism to compel others to store data over the long term.
Second Layer: Filecoin — Incentive Layer and Storage Marketplace
Filecoin is a decentralized storage network built on IPFS. As IPFS’s incentive layer, it uses blockchain tokens (FIL) to incentivize storage providers to continuously store data.
Users pay FIL to hire miners to store data, while miners verify that the data has been correctly stored through cryptographic proofs, such as Proof of Replication and Proof of Spacetime.
Before the launch of FVM, Filecoin could only perform basic storage, verification, and settlement functions and could not run complex logic.
Third Layer: FVM — Programmable Computing Layer
The Filecoin Virtual Machine (FVM) introduces smart contract capabilities to the Filecoin network, equivalent to installing a “programmable brain” in this “storage marketplace.”
Through FVM, developers can deploy smart contracts to implement automated logic for data leasing, data DAO governance, computing power derivatives, cross-chain data interaction, and more, upgrading Filecoin from a standalone storage network into an underlying computing and storage layer supporting Web3 applications.
Summary of the Relationship Among the Three:
IPFS provides the infrastructure for data location and transmission.
Filecoin provides persistent storage guarantees for IPFS through economic incentives.
FVM gives Filecoin programmability, expanding its application scenarios beyond storage into computing.
The relationship among the three is similar to that between “blockchain and Bitcoin”: IPFS is the underlying technology, Filecoin is its economic incentive layer, and the two are mutually dependent and develop together.
Source material: official media/online news. The content is for reference, learning, and communication purposes only. Readers are requested to strictly comply with the laws and regulations of their respective jurisdictions. This article does not constitute any investment advice.

Filecoin aims to address data challenges in the artificial intelligence sector
For AI models to be trained, perform inference, and maintain contextual coherence, they first need a way to store data securely, completely, and over the long term. Although centralized cloud service providers offer storage services, it is often difficult to determine who actually controls the data, whether it has been tampered with, or whether it will remain available when switching platforms.
Filecoin transforms storage into verifiable infrastructure: data is distributed across a decentralized network using content addressing, and storage providers must continuously prove that files remain intact and untampered with. For AI, this means that training sets, inference logs, and agent memories are no longer locked into a particular cloud service provider or model, but can instead be independently verified and retrieved.
As a result, Filecoin is increasingly viewed as the foundational storage layer for AI “hot data” and “cold data”—it is not merely another cloud storage service, but a system that ensures massive datasets remain durable and reliable while earning the trust of both machines and humans.
#FIL #Filecoin #AI #Web3
The source materials are from official media and online news. The content is for reference, learning, and communication purposes only. Readers are urged to strictly comply with the laws and regulations of their jurisdiction. This article does not constitute any investment advice.$FIL ‌