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Tongrun
306 Posts

Tongrun

Joining the Movement & Ecosystem Building.
585 Following
145 Followers
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Posts
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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
See translation
Solstice提案的本质是将Filecoin的激励从“奖励硬盘”转向“奖励生意”。长期来看,拥有真实数据源和客户能力参与者将全面受益,而单纯依赖硬件和套利的模式将面临挑战。
Solstice提案的本质是将Filecoin的激励从“奖励硬盘”转向“奖励生意”。长期来看,拥有真实数据源和客户能力参与者将全面受益,而单纯依赖硬件和套利的模式将面临挑战。
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
See translation
Filecoin从“挖矿驱动”转向“应用驱动”,即将到来首次区块奖励减半是这一转型的重要催化
Filecoin从“挖矿驱动”转向“应用驱动”,即将到来首次区块奖励减半是这一转型的重要催化
Tongrun
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Filecoin已从“挖矿驱动”转向“应用驱动”,即将到来首次区块奖励减半是这一转型的重要催化
2026年Filecoin正处于一个关键的转型期,其核心逻辑已从“挖矿驱动”转向“应用驱动”,而即将到来的首次区块奖励减半则是这一转型的重要催化剂。
核心变化:减半与供给结构优化
Filecoin的首次区块奖励减半预计在2026年10月触发,届时区块奖励将从约32 FIL降至16 FIL(仅简单铸造部分减半)。更重要的是,与减半同步结束的还有早期投资者(SAFT)和团队长达6年的线性解锁,两者叠加将使日新增流通量从约25万FIL骤降至约5万FIL,降幅近80%,从根本上缓解持续多年的通胀抛压。
生态转型:从挖矿到服务
Filecoin正从早期的“挖矿增长”转向“应用增长”:
真实存储需求落地
网络已与哈佛大学、NASA、CERN等机构合作,真实付费数据占比持续提升。
FVM生态拓展
Filecoin虚拟机(FVM)使网络具备可编程性,支持DeFi、数据DAO等应用,将FIL从存储支付凭证升级为生态核心通证。
AI数据存储刚需
AI大模型训练对海量、可验证、低成本存储的需求,是Filecoin最明确的需求增长点。
核心挑战与风险
尽管前景向好,FIL仍面临严峻挑战:
真实需求不足
超过95%的存储仍与补贴或测试数据相关,商业化落地速度仍需验证。
竞争激烈
面临Arweave、Storj等同类协议,以及AWS、阿里云等中心化巨头的压力。
监管不确定性
美国SEC对FIL的调查仍是悬而未决的风险。
总之
2026年是Filecoin从“投机性矿币”向“企业级数据基础设施”转型的关键窗口期。减半与早期解锁结束为网络提供了供给侧改革的契机,而AI数据需求的爆发则打开了需求侧增长的天花板。对于长期关注者,应聚焦于“真实付费存储订单量”和“企业级客户落地案例”这两个核心指标,而非短期价格波动。
素材来源官方媒体/网络新闻,内容仅供参考、学习、交流,请严格遵守所在地法律法规,本文不代表任何投资建议。
See translation
2026年是Filecoin从“投机性矿币”向“企业级数据基础设施”转型的关键窗口期。减半与早期解锁结束为网络提供了供给侧改革的契机,而AI数据需求的爆发则打开了需求侧增长的天花板。对于长期关注者,应聚焦于“真实付费存储订单量”和“企业级客户落地案例”这两个核心指标,而非短期价格波动。
2026年是Filecoin从“投机性矿币”向“企业级数据基础设施”转型的关键窗口期。减半与早期解锁结束为网络提供了供给侧改革的契机,而AI数据需求的爆发则打开了需求侧增长的天花板。对于长期关注者,应聚焦于“真实付费存储订单量”和“企业级客户落地案例”这两个核心指标,而非短期价格波动。
Tongrun
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Filecoin已从“挖矿驱动”转向“应用驱动”,即将到来首次区块奖励减半是这一转型的重要催化
2026年Filecoin正处于一个关键的转型期,其核心逻辑已从“挖矿驱动”转向“应用驱动”,而即将到来的首次区块奖励减半则是这一转型的重要催化剂。
核心变化:减半与供给结构优化
Filecoin的首次区块奖励减半预计在2026年10月触发,届时区块奖励将从约32 FIL降至16 FIL(仅简单铸造部分减半)。更重要的是,与减半同步结束的还有早期投资者(SAFT)和团队长达6年的线性解锁,两者叠加将使日新增流通量从约25万FIL骤降至约5万FIL,降幅近80%,从根本上缓解持续多年的通胀抛压。
生态转型:从挖矿到服务
Filecoin正从早期的“挖矿增长”转向“应用增长”:
真实存储需求落地
网络已与哈佛大学、NASA、CERN等机构合作,真实付费数据占比持续提升。
FVM生态拓展
Filecoin虚拟机(FVM)使网络具备可编程性,支持DeFi、数据DAO等应用,将FIL从存储支付凭证升级为生态核心通证。
AI数据存储刚需
AI大模型训练对海量、可验证、低成本存储的需求,是Filecoin最明确的需求增长点。
核心挑战与风险
尽管前景向好,FIL仍面临严峻挑战:
真实需求不足
超过95%的存储仍与补贴或测试数据相关,商业化落地速度仍需验证。
竞争激烈
面临Arweave、Storj等同类协议,以及AWS、阿里云等中心化巨头的压力。
监管不确定性
美国SEC对FIL的调查仍是悬而未决的风险。
总之
2026年是Filecoin从“投机性矿币”向“企业级数据基础设施”转型的关键窗口期。减半与早期解锁结束为网络提供了供给侧改革的契机,而AI数据需求的爆发则打开了需求侧增长的天花板。对于长期关注者,应聚焦于“真实付费存储订单量”和“企业级客户落地案例”这两个核心指标,而非短期价格波动。
素材来源官方媒体/网络新闻,内容仅供参考、学习、交流,请严格遵守所在地法律法规,本文不代表任何投资建议。
See translation
Filecoin已从“挖矿驱动”转向“应用驱动”,即将到来首次区块奖励减半是这一转型的重要催化2026年Filecoin正处于一个关键的转型期,其核心逻辑已从“挖矿驱动”转向“应用驱动”,而即将到来的首次区块奖励减半则是这一转型的重要催化剂。 核心变化:减半与供给结构优化 Filecoin的首次区块奖励减半预计在2026年10月触发,届时区块奖励将从约32 FIL降至16 FIL(仅简单铸造部分减半)。更重要的是,与减半同步结束的还有早期投资者(SAFT)和团队长达6年的线性解锁,两者叠加将使日新增流通量从约25万FIL骤降至约5万FIL,降幅近80%,从根本上缓解持续多年的通胀抛压。 生态转型:从挖矿到服务 Filecoin正从早期的“挖矿增长”转向“应用增长”: 真实存储需求落地 网络已与哈佛大学、NASA、CERN等机构合作,真实付费数据占比持续提升。 FVM生态拓展 Filecoin虚拟机(FVM)使网络具备可编程性,支持DeFi、数据DAO等应用,将FIL从存储支付凭证升级为生态核心通证。 AI数据存储刚需 AI大模型训练对海量、可验证、低成本存储的需求,是Filecoin最明确的需求增长点。 核心挑战与风险 尽管前景向好,FIL仍面临严峻挑战: 真实需求不足 超过95%的存储仍与补贴或测试数据相关,商业化落地速度仍需验证。 竞争激烈 面临Arweave、Storj等同类协议,以及AWS、阿里云等中心化巨头的压力。 监管不确定性 美国SEC对FIL的调查仍是悬而未决的风险。 总之 2026年是Filecoin从“投机性矿币”向“企业级数据基础设施”转型的关键窗口期。减半与早期解锁结束为网络提供了供给侧改革的契机,而AI数据需求的爆发则打开了需求侧增长的天花板。对于长期关注者,应聚焦于“真实付费存储订单量”和“企业级客户落地案例”这两个核心指标,而非短期价格波动。 素材来源官方媒体/网络新闻,内容仅供参考、学习、交流,请严格遵守所在地法律法规,本文不代表任何投资建议。

Filecoin已从“挖矿驱动”转向“应用驱动”,即将到来首次区块奖励减半是这一转型的重要催化

2026年Filecoin正处于一个关键的转型期,其核心逻辑已从“挖矿驱动”转向“应用驱动”,而即将到来的首次区块奖励减半则是这一转型的重要催化剂。
核心变化:减半与供给结构优化
Filecoin的首次区块奖励减半预计在2026年10月触发,届时区块奖励将从约32 FIL降至16 FIL(仅简单铸造部分减半)。更重要的是,与减半同步结束的还有早期投资者(SAFT)和团队长达6年的线性解锁,两者叠加将使日新增流通量从约25万FIL骤降至约5万FIL,降幅近80%,从根本上缓解持续多年的通胀抛压。
生态转型:从挖矿到服务
Filecoin正从早期的“挖矿增长”转向“应用增长”:
真实存储需求落地
网络已与哈佛大学、NASA、CERN等机构合作,真实付费数据占比持续提升。
FVM生态拓展
Filecoin虚拟机(FVM)使网络具备可编程性,支持DeFi、数据DAO等应用,将FIL从存储支付凭证升级为生态核心通证。
AI数据存储刚需
AI大模型训练对海量、可验证、低成本存储的需求,是Filecoin最明确的需求增长点。
核心挑战与风险
尽管前景向好,FIL仍面临严峻挑战:
真实需求不足
超过95%的存储仍与补贴或测试数据相关,商业化落地速度仍需验证。
竞争激烈
面临Arweave、Storj等同类协议,以及AWS、阿里云等中心化巨头的压力。
监管不确定性
美国SEC对FIL的调查仍是悬而未决的风险。
总之
2026年是Filecoin从“投机性矿币”向“企业级数据基础设施”转型的关键窗口期。减半与早期解锁结束为网络提供了供给侧改革的契机,而AI数据需求的爆发则打开了需求侧增长的天花板。对于长期关注者,应聚焦于“真实付费存储订单量”和“企业级客户落地案例”这两个核心指标,而非短期价格波动。
素材来源官方媒体/网络新闻,内容仅供参考、学习、交流,请严格遵守所在地法律法规,本文不代表任何投资建议。
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.

Source Material: Official media / online news. This content is for reference, learning, and communication only. Please strictly comply with the laws and regulations in your jurisdiction. This article does not represent any investment advice.
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