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Tongrun
306 Posts

Tongrun

Joining the Movement & Ecosystem Building.
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FIP-0118 (Solstice) has officially been marked as Accepted, signaling a critical step forward in the most significant economic model reform in Filecoin’s history. The proposal’s core is shifting from “reward capacity supply” to “reward paid service demand”
FIP-0118 (Solstice) has officially been marked as Accepted, signaling a critical step forward in the most significant economic model reform in Filecoin’s history. The proposal’s core is shifting from “reward capacity supply” to “reward paid service demand”
Tongrun
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A key step toward the most significant economic model reform in Filecoin
FIP-0118 (Solstice) proposal has officially been marked as Accepted, marking a crucial step in the most significant economic model reform in Filecoin’s history. The core of this proposal is to shift from “reward capacity supply” to “reward paid service demand,” and its specific impacts are as follows:

Key changes: three major reforms

Fully abolish Fil+
All newly sealed sectors will automatically receive a 10x Quality Adjusted Power (QAP). No application for DataCap or manual review will be required, fully addressing issues such as low efficiency and centralization under the old mechanism.

Block rewards split into three streams
The essence of the Solstice proposal is to shift Filecoin’s incentives from “rewarding storage” to “rewarding business.” In the long run, participants who have real data sources and customer capabilities will benefit comprehensively, while models that rely solely on hardware and arbitrage will face challenges.
The essence of the Solstice proposal is to shift Filecoin’s incentives from “rewarding storage” to “rewarding business.” In the long run, participants who have real data sources and customer capabilities will benefit comprehensively, while models that rely solely on hardware and arbitrage will face challenges.
Tongrun
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A key step toward the most significant economic model reform in Filecoin
FIP-0118 (Solstice) proposal has officially been marked as Accepted, marking a crucial step in the most significant economic model reform in Filecoin’s history. The core of this proposal is to shift from “reward capacity supply” to “reward paid service demand,” and its specific impacts are as follows:

Key changes: three major reforms

Fully abolish Fil+
All newly sealed sectors will automatically receive a 10x Quality Adjusted Power (QAP). No application for DataCap or manual review will be required, fully addressing issues such as low efficiency and centralization under the old mechanism.

Block rewards split into three streams
Verified
A key step toward the most significant economic model reform in FilecoinFIP-0118 (Solstice) proposal has officially been marked as Accepted, marking a crucial step in the most significant economic model reform in Filecoin’s history. The core of this proposal is to shift from “reward capacity supply” to “reward paid service demand,” and its specific impacts are as follows: Key changes: three major reforms Fully abolish Fil+ All newly sealed sectors will automatically receive a 10x Quality Adjusted Power (QAP). No application for DataCap or manual review will be required, fully addressing issues such as low efficiency and centralization under the old mechanism. Block rewards split into three streams

A key step toward the most significant economic model reform in Filecoin

FIP-0118 (Solstice) proposal has officially been marked as Accepted, marking a crucial step in the most significant economic model reform in Filecoin’s history. The core of this proposal is to shift from “reward capacity supply” to “reward paid service demand,” and its specific impacts are as follows:
Key changes: three major reforms
Fully abolish Fil+
All newly sealed sectors will automatically receive a 10x Quality Adjusted Power (QAP). No application for DataCap or manual review will be required, fully addressing issues such as low efficiency and centralization under the old mechanism.
Block rewards split into three streams
Filecoin is shifting from “mining-driven” to “application-driven”. The upcoming first block reward halving is an important catalyst for this transition
Filecoin is shifting from “mining-driven” to “application-driven”. The upcoming first block reward halving is an important catalyst for this transition
Tongrun
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Filecoin has shifted from “mining-driven” to “application-driven”—the imminent first block reward halving is an important catalyst for this transition
In 2026, Filecoin is in a critical transition period, with its core logic shifting from “mining-driven” to “application-driven.” The upcoming first block reward halving is an important catalyst for this transition.
Key changes: the halving and optimization of the supply structure
Filecoin’s first block reward halving is expected to be triggered in October 2026. At that time, block rewards will drop from about 32 FIL to 16 FIL (only the simple minting portion is halved). More importantly, the early investors’ (SAFT) and the team’s 6-year linear vesting schedule—both of which end in sync with the halving—will combine to reduce the daily新增流通量 (newly circulating supply) from about 250,000 FIL to about 50,000 FIL, a decline of nearly 80%. This fundamentally alleviates the prolonged inflation sell-pressure that has persisted for years.
2026 is a critical window for Filecoin’s transition from “speculative mining coins” to “enterprise-grade data infrastructure.” The end of the halving cycle and early unlocks provide an opportunity for supply-side reforms, while the explosive demand for AI data opens up the ceiling for demand-side growth. For long-term observers, focus on two core metrics—“the volume of truly paid storage orders” and “real-world deployment cases with enterprise customers”—rather than short-term price fluctuations.
2026 is a critical window for Filecoin’s transition from “speculative mining coins” to “enterprise-grade data infrastructure.” The end of the halving cycle and early unlocks provide an opportunity for supply-side reforms, while the explosive demand for AI data opens up the ceiling for demand-side growth. For long-term observers, focus on two core metrics—“the volume of truly paid storage orders” and “real-world deployment cases with enterprise customers”—rather than short-term price fluctuations.
Tongrun
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Filecoin has shifted from “mining-driven” to “application-driven”—the imminent first block reward halving is an important catalyst for this transition
In 2026, Filecoin is in a critical transition period, with its core logic shifting from “mining-driven” to “application-driven.” The upcoming first block reward halving is an important catalyst for this transition.
Key changes: the halving and optimization of the supply structure
Filecoin’s first block reward halving is expected to be triggered in October 2026. At that time, block rewards will drop from about 32 FIL to 16 FIL (only the simple minting portion is halved). More importantly, the early investors’ (SAFT) and the team’s 6-year linear vesting schedule—both of which end in sync with the halving—will combine to reduce the daily新增流通量 (newly circulating supply) from about 250,000 FIL to about 50,000 FIL, a decline of nearly 80%. This fundamentally alleviates the prolonged inflation sell-pressure that has persisted for years.
Filecoin has shifted from “mining-driven” to “application-driven”—the imminent first block reward halving is an important catalyst for this transitionIn 2026, Filecoin is in a critical transition period, with its core logic shifting from “mining-driven” to “application-driven.” The upcoming first block reward halving is an important catalyst for this transition. Key changes: the halving and optimization of the supply structure Filecoin’s first block reward halving is expected to be triggered in October 2026. At that time, block rewards will drop from about 32 FIL to 16 FIL (only the simple minting portion is halved). More importantly, the early investors’ (SAFT) and the team’s 6-year linear vesting schedule—both of which end in sync with the halving—will combine to reduce the daily新增流通量 (newly circulating supply) from about 250,000 FIL to about 50,000 FIL, a decline of nearly 80%. This fundamentally alleviates the prolonged inflation sell-pressure that has persisted for years.

Filecoin has shifted from “mining-driven” to “application-driven”—the imminent first block reward halving is an important catalyst for this transition

In 2026, Filecoin is in a critical transition period, with its core logic shifting from “mining-driven” to “application-driven.” The upcoming first block reward halving is an important catalyst for this transition.
Key changes: the halving and optimization of the supply structure
Filecoin’s first block reward halving is expected to be triggered in October 2026. At that time, block rewards will drop from about 32 FIL to 16 FIL (only the simple minting portion is halved). More importantly, the early investors’ (SAFT) and the team’s 6-year linear vesting schedule—both of which end in sync with the halving—will combine to reduce the daily新增流通量 (newly circulating supply) from about 250,000 FIL to about 50,000 FIL, a decline of nearly 80%. This fundamentally alleviates the prolonged inflation sell-pressure that has persisted for years.
Filecoin not only meets the capacity demand of “being able to store,” but also, with the advantages of cryptographic notarization and decentralized, low-cost operations, provides a plug-and-play cryptographic foundation for global enterprises to address compliance audits for high-risk AI systems.
Filecoin not only meets the capacity demand of “being able to store,” but also, with the advantages of cryptographic notarization and decentralized, low-cost operations, provides a plug-and-play cryptographic foundation for global enterprises to address compliance audits for high-risk AI systems.
Tongrun
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Filecoin’s advantages in AI log compliance
Under Article 12 of the EU (AI Act), high-risk AI systems must automatically generate logs with a minimum retention period of six months. This provision can be enforced starting August 2, 2026

From a compliance and infrastructure perspective, the implementation of this provision will elevate AI log storage from an “IT operations optional” item to a statutory obligation under strong regulatory oversight

Filecoin storage is already available for logs that need to exceed this requirement. It directly addresses the two most critical pain points enterprises face when dealing with EU regulation: cost and immutability (tamper-proof)

1. Why is “6 months” only a baseline?
Although (under the EU AI Act) Article 12 / Article 26 provide for a 6-month baseline retention period, in real-world enterprise compliance, log retention periods are often extended significantly:
Filecoin will transform storage into a verifiable utility: data is distributed across a decentralized network using content addressing, and storage providers must continuously prove that files remain intact and have not been tampered with. For AI, this means that training datasets, inference logs, and agent memory are no longer locked to a specific cloud provider or model, but can instead be independently verified and retrieved.
Filecoin will transform storage into a verifiable utility: data is distributed across a decentralized network using content addressing, and storage providers must continuously prove that files remain intact and have not been tampered with. For AI, this means that training datasets, inference logs, and agent memory are no longer locked to a specific cloud provider or model, but can instead be independently verified and retrieved.
Tongrun
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Filecoin aims to address the data challenges facing the field of artificial intelligence

For an AI model to be trained, perform inference, and maintain coherent context, it first needs a method to safely, completely, and long-term store data. Although centralized cloud providers offer storage services, they often make it difficult to clearly determine who actually controls the data, whether the data has been tampered with, or whether it will still be available when switching platforms.

Filecoin turns storage into a verifiable infrastructure: data is distributed across a decentralized network using content addressing. Storage providers must continuously prove that files remain intact and have not been altered. For AI, this means that training sets, inference logs, and agent memory are no longer locked to a specific cloud provider or model—they can be independently verified and retrieved.

As a result, Filecoin is increasingly seen as the foundational storage layer for AI “hot data” and “cold data”—not just another cloud storage service, but a system that ensures massive datasets are both persistently reliable and trusted by both machines and humans.

#FIL #Filecoin #AI #Web3

Source material: official media / online news. For reference, learning, and sharing purposes only. Readers should strictly comply with local laws and regulations. This article does not represent any investment advice.
Filecoin aims to address the data challenges facing the field of artificial intelligence For an AI model to be trained, perform inference, and maintain coherent context, it first needs a method to safely, completely, and long-term store data. Although centralized cloud providers offer storage services, they often make it difficult to clearly determine who actually controls the data, whether the data has been tampered with, or whether it will still be available when switching platforms. Filecoin turns storage into a verifiable infrastructure: data is distributed across a decentralized network using content addressing. Storage providers must continuously prove that files remain intact and have not been altered. For AI, this means that training sets, inference logs, and agent memory are no longer locked to a specific cloud provider or model—they can be independently verified and retrieved. As a result, Filecoin is increasingly seen as the foundational storage layer for AI “hot data” and “cold data”—not just another cloud storage service, but a system that ensures massive datasets are both persistently reliable and trusted by both machines and humans. #FIL #Filecoin #AI #Web3 Source material: official media / online news. For reference, learning, and sharing purposes only. Readers should strictly comply with local laws and regulations. This article does not represent any investment advice.
Filecoin aims to address the data challenges facing the field of artificial intelligence

For an AI model to be trained, perform inference, and maintain coherent context, it first needs a method to safely, completely, and long-term store data. Although centralized cloud providers offer storage services, they often make it difficult to clearly determine who actually controls the data, whether the data has been tampered with, or whether it will still be available when switching platforms.

Filecoin turns storage into a verifiable infrastructure: data is distributed across a decentralized network using content addressing. Storage providers must continuously prove that files remain intact and have not been altered. For AI, this means that training sets, inference logs, and agent memory are no longer locked to a specific cloud provider or model—they can be independently verified and retrieved.

As a result, Filecoin is increasingly seen as the foundational storage layer for AI “hot data” and “cold data”—not just another cloud storage service, but a system that ensures massive datasets are both persistently reliable and trusted by both machines and humans.

#FIL #Filecoin #AI #Web3

Source material: official media / online news. For reference, learning, and sharing purposes only. Readers should strictly comply with local laws and regulations. This article does not represent any investment advice.
Filecoin’s advantages in AI log complianceUnder Article 12 of the EU (AI Act), high-risk AI systems must automatically generate logs with a minimum retention period of six months. This provision can be enforced starting August 2, 2026 From a compliance and infrastructure perspective, the implementation of this provision will elevate AI log storage from an “IT operations optional” item to a statutory obligation under strong regulatory oversight Filecoin storage is already available for logs that need to exceed this requirement. It directly addresses the two most critical pain points enterprises face when dealing with EU regulation: cost and immutability (tamper-proof) 1. Why is “6 months” only a baseline? Although (under the EU AI Act) Article 12 / Article 26 provide for a 6-month baseline retention period, in real-world enterprise compliance, log retention periods are often extended significantly:

Filecoin’s advantages in AI log compliance

Under Article 12 of the EU (AI Act), high-risk AI systems must automatically generate logs with a minimum retention period of six months. This provision can be enforced starting August 2, 2026
From a compliance and infrastructure perspective, the implementation of this provision will elevate AI log storage from an “IT operations optional” item to a statutory obligation under strong regulatory oversight
Filecoin storage is already available for logs that need to exceed this requirement. It directly addresses the two most critical pain points enterprises face when dealing with EU regulation: cost and immutability (tamper-proof)
1. Why is “6 months” only a baseline?
Although (under the EU AI Act) Article 12 / Article 26 provide for a 6-month baseline retention period, in real-world enterprise compliance, log retention periods are often extended significantly:
The storage capacity of Filecoin is already deployed and available (existing hardware contributed by global storage providers), so there’s no need to wait for new factories or years of production ramp-up. Unlike the physical manufacturing cycles of memory chips (DRAM/HBM/NAND), decentralized storage can connect immediately to existing node capacity, for AI data assets, training datasets, or agent-related storage—avoiding chip supply bottlenecks in 2027 and beyond.
The storage capacity of Filecoin is already deployed and available (existing hardware contributed by global storage providers), so there’s no need to wait for new factories or years of production ramp-up.

Unlike the physical manufacturing cycles of memory chips (DRAM/HBM/NAND), decentralized storage can connect immediately to existing node capacity, for AI data assets, training datasets, or agent-related storage—avoiding chip supply bottlenecks in 2027 and beyond.
Tongrun
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Filecoin storage capacity has already been deployed, no need to wait until 2027
60% is Samsung’s overall industry memory demand fulfillment rate at the beginning of 2026. Server memory is below 50%. According to the company’s Q1 earnings call remarks, this is because buyers have already started bidding for 2027 supply.

Filecoin’s capacity has already been deployed today—no need to wait until 2027.

Samsung Q1 2026 earnings report-related statements
At Samsung’s Q1 2026 earnings call, the head of Samsung’s memory business explicitly said:
Inventory is extremely tight, and available supply is far below customer demand.
“Our demand fulfillment rate is now at the lowest level in history.”
Filecoin storage capacity has already been deployed, no need to wait until 202760% is Samsung’s overall industry memory demand fulfillment rate at the beginning of 2026. Server memory is below 50%. According to the company’s Q1 earnings call remarks, this is because buyers have already started bidding for 2027 supply. Filecoin’s capacity has already been deployed today—no need to wait until 2027. Samsung Q1 2026 earnings report-related statements At Samsung’s Q1 2026 earnings call, the head of Samsung’s memory business explicitly said: Inventory is extremely tight, and available supply is far below customer demand. “Our demand fulfillment rate is now at the lowest level in history.”

Filecoin storage capacity has already been deployed, no need to wait until 2027

60% is Samsung’s overall industry memory demand fulfillment rate at the beginning of 2026. Server memory is below 50%. According to the company’s Q1 earnings call remarks, this is because buyers have already started bidding for 2027 supply.
Filecoin’s capacity has already been deployed today—no need to wait until 2027.
Samsung Q1 2026 earnings report-related statements
At Samsung’s Q1 2026 earnings call, the head of Samsung’s memory business explicitly said:
Inventory is extremely tight, and available supply is far below customer demand.
“Our demand fulfillment rate is now at the lowest level in history.”
Filecoin can provide end-to-end proofs for verifiable data provenance trackingThe fines under the EU (AI Act) are tiered: Top tier (up to €35 million or 7% of global annual turnover, whichever is higher): applies to prohibited AI practices (Article 5), e.g., subliminal manipulation, social scoring, certain biometric uses, etc. Mid tier (up to €15 million or 3%): applies to most other obligations, including the core compliance requirements for high-risk AI systems (such as data governance, risk management, technical documentation, human oversight, etc.), as well as transparency obligations. Low tier (up to €7.5 million or 1%): mainly targets providing incorrect, incomplete, or misleading information to regulatory authorities.

Filecoin can provide end-to-end proofs for verifiable data provenance tracking

The fines under the EU (AI Act) are tiered:
Top tier (up to €35 million or 7% of global annual turnover, whichever is higher): applies to prohibited AI practices (Article 5), e.g., subliminal manipulation, social scoring, certain biometric uses, etc.
Mid tier (up to €15 million or 3%): applies to most other obligations, including the core compliance requirements for high-risk AI systems (such as data governance, risk management, technical documentation, human oversight, etc.), as well as transparency obligations.
Low tier (up to €7.5 million or 1%): mainly targets providing incorrect, incomplete, or misleading information to regulatory authorities.
For investors, it is necessary to distinguish between: Short-term market trends Driven by market sentiment, fund flows, and the tokenomics model, filled with uncertainty. Long-term value Determined by technological iteration, business implementation, and the maturity of the ecosystem. The realization of infrastructure value often requires crossing multiple market cycles.
For investors, it is necessary to distinguish between:

Short-term market trends
Driven by market sentiment, fund flows, and the tokenomics model, filled with uncertainty.

Long-term value
Determined by technological iteration, business implementation, and the maturity of the ecosystem. The realization of infrastructure value often requires crossing multiple market cycles.
Tongrun
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Juan appears to be far from Filecoin, yet he is laying out a longer-term future for the entire ecosystem
I. Juan’s updates: from the “platform” to “planning for the future”
Although Juan appears to be far from Filecoin, he is actually laying out a longer-term future for the entire ecosystem.
1. In recent years, Juan’s publicly shared updates have focused on cutting-edge technology
In recent years, Juan has rarely discussed short-term market trends; instead, he has continued to deepen his work in cutting-edge fields such as AI, brain-computer interfaces, and life sciences.
Most of the people he engages with are front-line research practitioners—such as professors of neuroscience and founders of biotech—not crypto KOLs.
2. This is not “neglecting one’s proper business,” but a strategic upgrade
Juan’s core logic is to anticipate the storage needs for the vast surge of incremental data worldwide over the next decade.
Juan has reduced talking about Filecoin—not because he’s giving up on the project, but because Filecoin has entered a mature operating stage. It has a more significant mission: to find a storage foundation for the global data increment of the next decade. Judging by real business deployments like Robinhood Sovereign AI, Filecoin is moving from the “proof of concept” stage toward the “realization of value.”
Juan has reduced talking about Filecoin—not because he’s giving up on the project, but because Filecoin has entered a mature operating stage. It has a more significant mission: to find a storage foundation for the global data increment of the next decade.

Judging by real business deployments like Robinhood Sovereign AI, Filecoin is moving from the “proof of concept” stage toward the “realization of value.”
Tongrun
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Juan appears to be far from Filecoin, yet he is laying out a longer-term future for the entire ecosystem
I. Juan’s updates: from the “platform” to “planning for the future”
Although Juan appears to be far from Filecoin, he is actually laying out a longer-term future for the entire ecosystem.
1. In recent years, Juan’s publicly shared updates have focused on cutting-edge technology
In recent years, Juan has rarely discussed short-term market trends; instead, he has continued to deepen his work in cutting-edge fields such as AI, brain-computer interfaces, and life sciences.
Most of the people he engages with are front-line research practitioners—such as professors of neuroscience and founders of biotech—not crypto KOLs.
2. This is not “neglecting one’s proper business,” but a strategic upgrade
Juan’s core logic is to anticipate the storage needs for the vast surge of incremental data worldwide over the next decade.
Juan, in his own way, is laying out a future for Filecoin ten years from now; and Filecoin’s current value is being validated through one real business case after another.
Juan, in his own way, is laying out a future for Filecoin ten years from now; and Filecoin’s current value is being validated through one real business case after another.
Tongrun
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Juan appears to be far from Filecoin, yet he is laying out a longer-term future for the entire ecosystem
I. Juan’s updates: from the “platform” to “planning for the future”
Although Juan appears to be far from Filecoin, he is actually laying out a longer-term future for the entire ecosystem.
1. In recent years, Juan’s publicly shared updates have focused on cutting-edge technology
In recent years, Juan has rarely discussed short-term market trends; instead, he has continued to deepen his work in cutting-edge fields such as AI, brain-computer interfaces, and life sciences.
Most of the people he engages with are front-line research practitioners—such as professors of neuroscience and founders of biotech—not crypto KOLs.
2. This is not “neglecting one’s proper business,” but a strategic upgrade
Juan’s core logic is to anticipate the storage needs for the vast surge of incremental data worldwide over the next decade.
Juan appears to be far from Filecoin, yet he is laying out a longer-term future for the entire ecosystemI. Juan’s updates: from the “platform” to “planning for the future” Although Juan appears to be far from Filecoin, he is actually laying out a longer-term future for the entire ecosystem. 1. In recent years, Juan’s publicly shared updates have focused on cutting-edge technology In recent years, Juan has rarely discussed short-term market trends; instead, he has continued to deepen his work in cutting-edge fields such as AI, brain-computer interfaces, and life sciences. Most of the people he engages with are front-line research practitioners—such as professors of neuroscience and founders of biotech—not crypto KOLs. 2. This is not “neglecting one’s proper business,” but a strategic upgrade Juan’s core logic is to anticipate the storage needs for the vast surge of incremental data worldwide over the next decade.

Juan appears to be far from Filecoin, yet he is laying out a longer-term future for the entire ecosystem

I. Juan’s updates: from the “platform” to “planning for the future”
Although Juan appears to be far from Filecoin, he is actually laying out a longer-term future for the entire ecosystem.
1. In recent years, Juan’s publicly shared updates have focused on cutting-edge technology
In recent years, Juan has rarely discussed short-term market trends; instead, he has continued to deepen his work in cutting-edge fields such as AI, brain-computer interfaces, and life sciences.
Most of the people he engages with are front-line research practitioners—such as professors of neuroscience and founders of biotech—not crypto KOLs.
2. This is not “neglecting one’s proper business,” but a strategic upgrade
Juan’s core logic is to anticipate the storage needs for the vast surge of incremental data worldwide over the next decade.
Filecoin Keeps Data Where It Is, While Computation Evolves Around It 13.2 days is the time required to actually transfer 1PB of data. Using a dedicated 10 Gbps pipeline, with 70% effective throughput, the GPU remains idle throughout the entire process. Filecoin keeps the data in place, while the computation changes around it. Transfer time calculation 1 PB = 1,000 TB = 8,000,000 Gb (decimal) Dedicated 10 Gbps pipeline, effective throughput 70% → Actual speed = 7 Gbps Time = 8,000,000 Gb ÷ 7 Gbps ≈ 1,142,857 seconds 1,142,857 ÷ 86,400 ≈ 13.23 days About 13.2 days. During this period, the GPU is completely idle—only waiting for the data to be moved. Filecoin’s core argument Traditional approach: Move data to where computation happens (cloud provider data centers, HPC centers) → Bandwidth becomes the bottleneck, with high cost, high latency, and high energy consumption. Filecoin’s approach: Keep data in place, and move computation around it (Compute-over-Data / Data-centric computing). Data is already stored in a verifiable way across globally distributed storage providers (SPs). With FVM, Warm Storage, Retrieval Markets, etc., computation tasks (especially AI inference/training preprocessing, retrieval-augmented applications, and the like) can be scheduled directly to where the data resides. Reduce or even eliminate large-scale data migration. This is exactly the “data doesn’t move, computation moves” narrative that Filecoin has been promoting recently, especially targeting AI workloads (PB-scale training data, multimodal datasets, and more). Source material: official media / online news. For reference, learning, and communication only. Please strictly comply with local laws and regulations. This article does not represent any investment advice.
Filecoin Keeps Data Where It Is, While Computation Evolves Around It

13.2 days is the time required to actually transfer 1PB of data. Using a dedicated 10 Gbps pipeline, with 70% effective throughput, the GPU remains idle throughout the entire process. Filecoin keeps the data in place, while the computation changes around it.

Transfer time calculation
1 PB = 1,000 TB = 8,000,000 Gb (decimal)
Dedicated 10 Gbps pipeline, effective throughput 70% → Actual speed = 7 Gbps
Time = 8,000,000 Gb ÷ 7 Gbps ≈ 1,142,857 seconds
1,142,857 ÷ 86,400 ≈ 13.23 days
About 13.2 days. During this period, the GPU is completely idle—only waiting for the data to be moved.

Filecoin’s core argument
Traditional approach:
Move data to where computation happens (cloud provider data centers, HPC centers)
→ Bandwidth becomes the bottleneck, with high cost, high latency, and high energy consumption.

Filecoin’s approach:
Keep data in place, and move computation around it (Compute-over-Data / Data-centric computing).
Data is already stored in a verifiable way across globally distributed storage providers (SPs).
With FVM, Warm Storage, Retrieval Markets, etc., computation tasks (especially AI inference/training preprocessing, retrieval-augmented applications, and the like) can be scheduled directly to where the data resides.
Reduce or even eliminate large-scale data migration.

This is exactly the “data doesn’t move, computation moves” narrative that Filecoin has been promoting recently, especially targeting AI workloads (PB-scale training data, multimodal datasets, and more).

Source material: official media / online news. For reference, learning, and communication only. Please strictly comply with local laws and regulations. This article does not represent any investment advice.
IPFS is constantly evolving, making data stored on IPFS easier to keep persistent, portable, and verifiableIPFS is constantly evolving. Filecoin is supporting everything that comes next—making data stored on IPFS easier to keep persistent, portable, and verifiable. Launching IPFS → Filecoin. Store your IPFS pinned content with Filecoin: the same CID, a small fraction of the cost of the pinning service, and on-chain receipts you can verify yourself. Add your pinned IPFS data to Filecoin without changing a single CID. Migration can be handled by your agent through just one link. This is Filecoin’s official “IPFS → Filecoin” migration feature (also known as IPFS to Filecoin / Filecoin Pin migration). Real and effective.

IPFS is constantly evolving, making data stored on IPFS easier to keep persistent, portable, and verifiable

IPFS is constantly evolving. Filecoin is supporting everything that comes next—making data stored on IPFS easier to keep persistent, portable, and verifiable. Launching IPFS → Filecoin. Store your IPFS pinned content with Filecoin: the same CID, a small fraction of the cost of the pinning service, and on-chain receipts you can verify yourself.
Add your pinned IPFS data to Filecoin without changing a single CID. Migration can be handled by your agent through just one link.
This is Filecoin’s official “IPFS → Filecoin” migration feature (also known as IPFS to Filecoin / Filecoin Pin migration). Real and effective.
Verified
The essence of the Solstice proposal is to shift Filecoin incentives from “rewarding storage” to “rewarding business.” In the long run, participants who have real data sources and customer capabilities will benefit comprehensively, while models that rely solely on hardware and arbitrage will face challenges.
The essence of the Solstice proposal is to shift Filecoin incentives from “rewarding storage” to “rewarding business.” In the long run, participants who have real data sources and customer capabilities will benefit comprehensively, while models that rely solely on hardware and arbitrage will face challenges.
Tongrun
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FIP-0118,Filecoin’s Most Significant Economic Model Reform in History

The FIP-0118 (Solstice) proposal has officially been marked as Accepted, marking a critical step toward the most significant economic model reform in Filecoin’s history. The proposal’s core is to shift from “rewarding capacity supply” to “rewarding paid service demand,” with the following specific impacts:

Key Changes: Three Major Reforms

Full Elimination of Fil+
All newly sealed sectors will automatically receive 10x quality-adjusted power (QAP). There will be no need to apply for DataCap or go through manual review, fully addressing issues under the old mechanism such as low efficiency and centralization.

Split Block Rewards into Three Streams
w1 (Consensus Stream)
Continue rewarding block producers, but the share will gradually decrease from 95% to 50%.
w2 (Service Stream)
An initial 5% of the reward stream will go to “Service Orchestrators,” rewarding the behavior of bringing in real, paying customers. This percentage may increase by 5% each quarter, provided that the on-chain Filecoin Pay transaction volume meets the requirement.
w0 (Burn Stream)
Rewards that do not meet service targets will be directly burned, creating a deflationary constraint.

Introduce New Governance Smart Contracts
Establish a “Weight Set Executor (SWA)” and a “Service Reward Executor (SRA)” to manage the allocation rules, along with a dedicated governance repository.

Key Time Milestones and Risk Notice
Current Status
The proposal is currently only Accepted, not yet deployed on the mainnet. The next steps require code development, audits, and validation on the testnet (Calibnet).

Estimated Timeline
The community broadly expects Calibnet to activate on September 10–11, and the NV29 mainnet upgrade on October 8; however, the official specific block height has not been finalized yet, and timing may shift depending on audit progress.

In Summary
At its core, the Solstice proposal is about shifting Filecoin’s incentives from “rewarding hard drives” to “rewarding business.” In the long run, participants with real data sources and customer capabilities will benefit fully, while models that rely solely on hardware and arbitrage will face challenges.

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