Tongrun
169 Posts
Tongrun
Joining the Movement & Ecosystem Building.
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Filecoin’s applications have expanded from early Web3 ecosystem exploration to a global range of enterprises, research institutions, governments, and non-profit organizations.
Tongrun
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Filecoin—The world’s largest decentralized storage network: real-world application cases across many industries
As the world’s largest decentralized storage network, Filecoin has expanded its applications from early Web3 ecosystem exploration to enterprises, research institutions, governments, and non-profit organizations worldwide.
The following are Filecoin’s main applications in other fields:
I. Research and Higher Education
Filecoin is the preferred decentralized solution for top global research institutions to store massive amounts of research data—especially for data that needs long-term preservation, sharing, and verification.
Victor Chang Cardiac Research Institute in Australia: With more than 230 scientists, it has migrated its approximately 137 TB of cardiac research data from local and centralized cloud storage to the Filecoin network. The primary reasons for the migration were to save costs and to avoid the excessively high fees charged by traditional cloud service providers during data recovery.
The following are Filecoin’s main applications in other fields:
I. Research and Higher Education
Filecoin is the preferred decentralized solution for top global research institutions to store massive amounts of research data—especially for data that needs long-term preservation, sharing, and verification.
Victor Chang Cardiac Research Institute in Australia: With more than 230 scientists, it has migrated its approximately 137 TB of cardiac research data from local and centralized cloud storage to the Filecoin network. The primary reasons for the migration were to save costs and to avoid the excessively high fees charged by traditional cloud service providers during data recovery.
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GHAST is an ingenious solution designed by Conflux to strike a balance between high performance and security.
By introducing adaptive weights, it allows the system to maintain an extremely fast confirmation speed in normal conditions (averaging about 23 seconds), and when facing liveness attacks, it can automatically enter a “defense mode” (by producing special blocks to reduce the effective block production rate), thereby ensuring the system’s final security.
This mechanism enables Conflux to resist complex attacks while achieving high throughput, delivering a combination of decentralization, security, and scalability.
By introducing adaptive weights, it allows the system to maintain an extremely fast confirmation speed in normal conditions (averaging about 23 seconds), and when facing liveness attacks, it can automatically enter a “defense mode” (by producing special blocks to reduce the effective block production rate), thereby ensuring the system’s final security.
This mechanism enables Conflux to resist complex attacks while achieving high throughput, delivering a combination of decentralization, security, and scalability.
Tongrun
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Conflux GHAST (Greedy Heaviest Adaptive Subtree) concept/design motivation and working principles—built to balance high performance and security
About Conflux GHAST core concepts, design motivations, and working principles; the following describes the GHAST (Greedy Heaviest Adaptive Subtree) mechanism:
1. Core problem: Addressing “Liveness Attack”
Background
Conflux uses a Tree-Graph structure that allows parallel block production and confirms transactions via the heaviest-chain rule (GHOST). However, this mechanism has an inherent flaw: the liveness attack.
Attack scenario
An attacker can, under the last common ancestor block, nurture two competing sub-blocks and use their influence on network propagation to split honest computing power into two opposing camps. The two subtrees grow at similar speeds, preventing either side from gaining a decisive advantage, thereby stopping new blocks from being confirmed. This attack is not intended for double-spending, but instead aims to prevent the system from confirming new transactions, undermining the system’s “liveness.”
1. Core problem: Addressing “Liveness Attack”
Background
Conflux uses a Tree-Graph structure that allows parallel block production and confirms transactions via the heaviest-chain rule (GHOST). However, this mechanism has an inherent flaw: the liveness attack.
Attack scenario
An attacker can, under the last common ancestor block, nurture two competing sub-blocks and use their influence on network propagation to split honest computing power into two opposing camps. The two subtrees grow at similar speeds, preventing either side from gaining a decisive advantage, thereby stopping new blocks from being confirmed. This attack is not intended for double-spending, but instead aims to prevent the system from confirming new transactions, undermining the system’s “liveness.”
Conflux Network focuses on security upgrades, ecosystem collaboration (especially with KuCoin, Fireblocks, Alchemy Pay, etc.), stablecoin payment applications (USDT0), improving developer tools, and expanding its global community (New York, Shanghai, Latin America, Ukraine, the Arab world, Russian-speaking regions) in June 2026, and continues to promote liquidity and community engagement through incentive programs.
Tongrun
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Brief summary of Conflux Network’s June 2026 monthly progress report
Monthly progress report for Conflux Network in June 2026, content as follows:
I. Core public chain technology upgrades
Security hardening
Completed comprehensive security hardening for the network, sync, PoS, and storage layers.
Code security
Set up a static security scanning pipeline and code security guidelines.
RPC migration
Migrated to an asynchronous RPC framework.
State verification
Added a state verification replay executor with a minimal MPT backend.
II. Improvements to the blockchain explorer (Conflux Scan)
Optimized the token identification mechanism to support hybrid NFT scenarios.
Added a complete list display of EIP-7702 authorization data.
I. Core public chain technology upgrades
Security hardening
Completed comprehensive security hardening for the network, sync, PoS, and storage layers.
Code security
Set up a static security scanning pipeline and code security guidelines.
RPC migration
Migrated to an asynchronous RPC framework.
State verification
Added a state verification replay executor with a minimal MPT backend.
II. Improvements to the blockchain explorer (Conflux Scan)
Optimized the token identification mechanism to support hybrid NFT scenarios.
Added a complete list display of EIP-7702 authorization data.
Conflux Network’s work in June 2026 is mainly focused on the following areas:
Core Chain Upgrade:
Complete comprehensive security hardening across the network, sync, PoS, and storage layers
Establish a static security scanning pipeline and code security guidelines
Migrate to an asynchronous RPC framework
Add a state verification replay executor with a minimal MPT backend
Browser (Conflux Scan) Improvements:
Optimize the token detection mechanism to support hybrid NFT scenarios
Add a complete authorization data list for EIP-7702
Ecosystem Expansion:
KuCoin Web3 wallet support for Conflux Core and eSpace assets
Alchemy Pay adds fiat on/off-ramp channels for USDT0 on Conflux
Reach collaborations with Aurellix, AEON, Bullbit DEX, Fireblocks, WhatPay Wallet, and others
Community and Events:
Attend the Shanghai AI and Digital Economy Forum, New York Blockchain Tuesdays, and the Ukraine Blockchain Week
Host AMA and educational events in Latin America, Russian-language, and Arabic communities
KuCoin × Conflux 60,000 USDT liquidity incentive campaign
Extend the AxCNH rewards pool; allocate 120,000 CFX to liquidity providers
Developer Resources:
Publish Solidity foundational tutorials, a Wallet Connect UI toolkit, and a guide for building CFXSplit
Release the Conflux DevKit Wiki and the AI Flux open-source repository
Core Chain Upgrade:
Complete comprehensive security hardening across the network, sync, PoS, and storage layers
Establish a static security scanning pipeline and code security guidelines
Migrate to an asynchronous RPC framework
Add a state verification replay executor with a minimal MPT backend
Browser (Conflux Scan) Improvements:
Optimize the token detection mechanism to support hybrid NFT scenarios
Add a complete authorization data list for EIP-7702
Ecosystem Expansion:
KuCoin Web3 wallet support for Conflux Core and eSpace assets
Alchemy Pay adds fiat on/off-ramp channels for USDT0 on Conflux
Reach collaborations with Aurellix, AEON, Bullbit DEX, Fireblocks, WhatPay Wallet, and others
Community and Events:
Attend the Shanghai AI and Digital Economy Forum, New York Blockchain Tuesdays, and the Ukraine Blockchain Week
Host AMA and educational events in Latin America, Russian-language, and Arabic communities
KuCoin × Conflux 60,000 USDT liquidity incentive campaign
Extend the AxCNH rewards pool; allocate 120,000 CFX to liquidity providers
Developer Resources:
Publish Solidity foundational tutorials, a Wallet Connect UI toolkit, and a guide for building CFXSplit
Release the Conflux DevKit Wiki and the AI Flux open-source repository
Conflux Network, with its high throughput, low fees, and compliance-friendly features, has already implemented real-world applications across multiple fields
Tongrun
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Conflux Network, with its high throughput, low fees, and regulatory-friendly features, has already delivered real-world applications across multiple areas:
1. Finance and Payments
Offshore RMB stablecoin (AxCNH): Co-developed with AnchorX to connect Hong Kong, China’s mainland, and the Middle East markets, enabling cross-border trade settlement and payments.
Stablecoin payment infrastructure: Serving as the core chain layer of the “Agentic Payments Whitepaper,” supporting AI Agent–driven automated payments and settlement.
2. Telecommunications and IoT
With China Telecom: Co-research and develop BSIM (a blockchain SIM card) to bind user identities to blockchain addresses, enabling on-chain identity authentication and asset management, with pilot deployments in Changsha, Shanghai, and other locations.
3. Consumer and Retail
McDonald’s China: Uses digital collectibles issued on Conflux (e.g., the “Happy Planet” series) for brand marketing and member engagement.
Xiaohongshu: Exploring the issuance of NFT digital collectibles to empower creator economies and community interaction.
4. Government Affairs and Compliance
Shanghai Municipal Government collaboration: Participates in Shanghai’s city digital transformation initiatives, exploring scenarios such as putting government data on-chain and digital identity authentication, and has been recognized as a compliant public chain within a regulatory sandbox.
5. Content Creation and IP
With Tilted (an AI creation super app): Provides on-chain proof of attribution, tip/reward incentives, and transaction support for AI-generated content, building an ecosystem for creator economies.
6. Enterprise Services and Proof Storage
TreeGraph evidence storage platform: Offers blockchain evidence services for enterprises such as electronic contracts, copyright evidence, and judicial evidence collection, supporting one-click issuance of proof.
7. Cross-Border Cooperation Under the “Belt and Road” Initiative
In alignment with the national “Belt and Road” initiative, nodes are deployed in regions such as Southeast Asia and the Middle East to provide compliant blockchain infrastructure for cross-border trade and supply-chain finance.
Conflux Network: An unpermissioned Layer 1 blockchain that uses a hybrid PoW/PoS consensus mechanism. By leveraging its proprietary Tree Graph algorithm, it achieves high throughput (up to 15000 TPS on the mainnet) while maintaining security.
#伊拉克全部原油出口码头暂停 #CFX
Source of materials: official media and online news. The content is for reference, learning, and交流 only. Readers must strictly comply with the laws and regulations of their respective jurisdictions. This article does not constitute any investment advice.
1. Finance and Payments
Offshore RMB stablecoin (AxCNH): Co-developed with AnchorX to connect Hong Kong, China’s mainland, and the Middle East markets, enabling cross-border trade settlement and payments.
Stablecoin payment infrastructure: Serving as the core chain layer of the “Agentic Payments Whitepaper,” supporting AI Agent–driven automated payments and settlement.
2. Telecommunications and IoT
With China Telecom: Co-research and develop BSIM (a blockchain SIM card) to bind user identities to blockchain addresses, enabling on-chain identity authentication and asset management, with pilot deployments in Changsha, Shanghai, and other locations.
3. Consumer and Retail
McDonald’s China: Uses digital collectibles issued on Conflux (e.g., the “Happy Planet” series) for brand marketing and member engagement.
Xiaohongshu: Exploring the issuance of NFT digital collectibles to empower creator economies and community interaction.
4. Government Affairs and Compliance
Shanghai Municipal Government collaboration: Participates in Shanghai’s city digital transformation initiatives, exploring scenarios such as putting government data on-chain and digital identity authentication, and has been recognized as a compliant public chain within a regulatory sandbox.
5. Content Creation and IP
With Tilted (an AI creation super app): Provides on-chain proof of attribution, tip/reward incentives, and transaction support for AI-generated content, building an ecosystem for creator economies.
6. Enterprise Services and Proof Storage
TreeGraph evidence storage platform: Offers blockchain evidence services for enterprises such as electronic contracts, copyright evidence, and judicial evidence collection, supporting one-click issuance of proof.
7. Cross-Border Cooperation Under the “Belt and Road” Initiative
In alignment with the national “Belt and Road” initiative, nodes are deployed in regions such as Southeast Asia and the Middle East to provide compliant blockchain infrastructure for cross-border trade and supply-chain finance.
Conflux Network: An unpermissioned Layer 1 blockchain that uses a hybrid PoW/PoS consensus mechanism. By leveraging its proprietary Tree Graph algorithm, it achieves high throughput (up to 15000 TPS on the mainnet) while maintaining security.
#伊拉克全部原油出口码头暂停 #CFX
Source of materials: official media and online news. The content is for reference, learning, and交流 only. Readers must strictly comply with the laws and regulations of their respective jurisdictions. This article does not constitute any investment advice.
Conflux Network, with its high throughput, low fees, and regulatory-friendly features, has already delivered real-world applications across multiple areas:
1. Finance and Payments
Offshore RMB stablecoin (AxCNH): Co-developed with AnchorX to connect Hong Kong, China’s mainland, and the Middle East markets, enabling cross-border trade settlement and payments.
Stablecoin payment infrastructure: Serving as the core chain layer of the “Agentic Payments Whitepaper,” supporting AI Agent–driven automated payments and settlement.
2. Telecommunications and IoT
With China Telecom: Co-research and develop BSIM (a blockchain SIM card) to bind user identities to blockchain addresses, enabling on-chain identity authentication and asset management, with pilot deployments in Changsha, Shanghai, and other locations.
3. Consumer and Retail
McDonald’s China: Uses digital collectibles issued on Conflux (e.g., the “Happy Planet” series) for brand marketing and member engagement.
Xiaohongshu: Exploring the issuance of NFT digital collectibles to empower creator economies and community interaction.
4. Government Affairs and Compliance
Shanghai Municipal Government collaboration: Participates in Shanghai’s city digital transformation initiatives, exploring scenarios such as putting government data on-chain and digital identity authentication, and has been recognized as a compliant public chain within a regulatory sandbox.
5. Content Creation and IP
With Tilted (an AI creation super app): Provides on-chain proof of attribution, tip/reward incentives, and transaction support for AI-generated content, building an ecosystem for creator economies.
6. Enterprise Services and Proof Storage
TreeGraph evidence storage platform: Offers blockchain evidence services for enterprises such as electronic contracts, copyright evidence, and judicial evidence collection, supporting one-click issuance of proof.
7. Cross-Border Cooperation Under the “Belt and Road” Initiative
In alignment with the national “Belt and Road” initiative, nodes are deployed in regions such as Southeast Asia and the Middle East to provide compliant blockchain infrastructure for cross-border trade and supply-chain finance.
Conflux Network: An unpermissioned Layer 1 blockchain that uses a hybrid PoW/PoS consensus mechanism. By leveraging its proprietary Tree Graph algorithm, it achieves high throughput (up to 15000 TPS on the mainnet) while maintaining security.
#伊拉克全部原油出口码头暂停 #CFX
Source of materials: official media and online news. The content is for reference, learning, and交流 only. Readers must strictly comply with the laws and regulations of their respective jurisdictions. This article does not constitute any investment advice.
1. Finance and Payments
Offshore RMB stablecoin (AxCNH): Co-developed with AnchorX to connect Hong Kong, China’s mainland, and the Middle East markets, enabling cross-border trade settlement and payments.
Stablecoin payment infrastructure: Serving as the core chain layer of the “Agentic Payments Whitepaper,” supporting AI Agent–driven automated payments and settlement.
2. Telecommunications and IoT
With China Telecom: Co-research and develop BSIM (a blockchain SIM card) to bind user identities to blockchain addresses, enabling on-chain identity authentication and asset management, with pilot deployments in Changsha, Shanghai, and other locations.
3. Consumer and Retail
McDonald’s China: Uses digital collectibles issued on Conflux (e.g., the “Happy Planet” series) for brand marketing and member engagement.
Xiaohongshu: Exploring the issuance of NFT digital collectibles to empower creator economies and community interaction.
4. Government Affairs and Compliance
Shanghai Municipal Government collaboration: Participates in Shanghai’s city digital transformation initiatives, exploring scenarios such as putting government data on-chain and digital identity authentication, and has been recognized as a compliant public chain within a regulatory sandbox.
5. Content Creation and IP
With Tilted (an AI creation super app): Provides on-chain proof of attribution, tip/reward incentives, and transaction support for AI-generated content, building an ecosystem for creator economies.
6. Enterprise Services and Proof Storage
TreeGraph evidence storage platform: Offers blockchain evidence services for enterprises such as electronic contracts, copyright evidence, and judicial evidence collection, supporting one-click issuance of proof.
7. Cross-Border Cooperation Under the “Belt and Road” Initiative
In alignment with the national “Belt and Road” initiative, nodes are deployed in regions such as Southeast Asia and the Middle East to provide compliant blockchain infrastructure for cross-border trade and supply-chain finance.
Conflux Network: An unpermissioned Layer 1 blockchain that uses a hybrid PoW/PoS consensus mechanism. By leveraging its proprietary Tree Graph algorithm, it achieves high throughput (up to 15000 TPS on the mainnet) while maintaining security.
#伊拉克全部原油出口码头暂停 #CFX
Source of materials: official media and online news. The content is for reference, learning, and交流 only. Readers must strictly comply with the laws and regulations of their respective jurisdictions. This article does not constitute any investment advice.
As Conflux founder Long Fan said: “In the face of technological change, the greatest risk you can take is ‘staying where you are.’” This collaboration is an important step for both parties to actively embrace change and unleash digital productivity.
Tongrun
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Ads3—AI-Driven Web3 Growth Platform and Conflux—High-Performance Layer 1 Blockchain Reach Strategic Partnership
I. Overview of the Partnership
On July 13, 2026, Ads3—the AI-driven Web3 growth platform—officially announced a strategic partnership with Conflux Network, a high-performance Layer 1 blockchain.
The core objective of this collaboration is to accelerate the global adoption of Web3 by combining scalable blockchain architecture with AI-driven growth solutions.
“This partnership injects momentum into the future of on-chain finance”—from next-generation payments to scalable DeFi infrastructure, both sides will work together to drive the comprehensive development of on-chain finance.
II. Core Advantages of Both Parties
Ads3: An AI-driven Web3 growth engine
On July 13, 2026, Ads3—the AI-driven Web3 growth platform—officially announced a strategic partnership with Conflux Network, a high-performance Layer 1 blockchain.
The core objective of this collaboration is to accelerate the global adoption of Web3 by combining scalable blockchain architecture with AI-driven growth solutions.
“This partnership injects momentum into the future of on-chain finance”—from next-generation payments to scalable DeFi infrastructure, both sides will work together to drive the comprehensive development of on-chain finance.
II. Core Advantages of Both Parties
Ads3: An AI-driven Web3 growth engine
On July 13, 2026, Ads3—an AI-driven Web3 growth platform—officially announced a strategic partnership with Conflux Network, a high-performance Layer 1 blockchain.
The goal of this collaboration is to accelerate the global adoption of Web3 by combining scalable blockchain architecture with AI-driven growth solutions.
“This partnership injects momentum into the future of on-chain finance”—from next-generation payments to scalable DeFi infrastructure, both sides will work together to advance the full development of on-chain finance.
The goal of this collaboration is to accelerate the global adoption of Web3 by combining scalable blockchain architecture with AI-driven growth solutions.
“This partnership injects momentum into the future of on-chain finance”—from next-generation payments to scalable DeFi infrastructure, both sides will work together to advance the full development of on-chain finance.
Tongrun
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Ads3—AI-Driven Web3 Growth Platform and Conflux—High-Performance Layer 1 Blockchain Reach Strategic Partnership
I. Overview of the Partnership
On July 13, 2026, Ads3—the AI-driven Web3 growth platform—officially announced a strategic partnership with Conflux Network, a high-performance Layer 1 blockchain.
The core objective of this collaboration is to accelerate the global adoption of Web3 by combining scalable blockchain architecture with AI-driven growth solutions.
“This partnership injects momentum into the future of on-chain finance”—from next-generation payments to scalable DeFi infrastructure, both sides will work together to drive the comprehensive development of on-chain finance.
II. Core Advantages of Both Parties
Ads3: An AI-driven Web3 growth engine
On July 13, 2026, Ads3—the AI-driven Web3 growth platform—officially announced a strategic partnership with Conflux Network, a high-performance Layer 1 blockchain.
The core objective of this collaboration is to accelerate the global adoption of Web3 by combining scalable blockchain architecture with AI-driven growth solutions.
“This partnership injects momentum into the future of on-chain finance”—from next-generation payments to scalable DeFi infrastructure, both sides will work together to drive the comprehensive development of on-chain finance.
II. Core Advantages of Both Parties
Ads3: An AI-driven Web3 growth engine
July 2026, AI creation platform Tilted announced a strategic partnership with high-performance Layer 1 blockchain Conflux Network.
Tongrun
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AI Creation Platform—Tilted and High-Performance Layer 1 Conflux Network Reach Strategic Partnership
Tilted partners with Conflux Network
In July 2026, the AI creation platform Tilted announced a strategic partnership with high-performance Layer 1 blockchain Conflux Network.
This collaboration aims to bring the next generation of AI creation tools to users worldwide—an important event in the wave of deep AI and Web3 integration in 2026.
Core collaborative goal
The partnership focuses on using Conflux’s blockchain infrastructure to provide verification, incentives, and trading support for AI-generated content on the Tilted platform:
Verification and traceability
Leverage Conflux’s on-chain data immutability to provide users of Tilted with a unique digital identity and proof of ownership for AI-generated content created for them (such as digital art, videos, and interactive experiences).
In July 2026, the AI creation platform Tilted announced a strategic partnership with high-performance Layer 1 blockchain Conflux Network.
This collaboration aims to bring the next generation of AI creation tools to users worldwide—an important event in the wave of deep AI and Web3 integration in 2026.
Core collaborative goal
The partnership focuses on using Conflux’s blockchain infrastructure to provide verification, incentives, and trading support for AI-generated content on the Tilted platform:
Verification and traceability
Leverage Conflux’s on-chain data immutability to provide users of Tilted with a unique digital identity and proof of ownership for AI-generated content created for them (such as digital art, videos, and interactive experiences).
Filecoin’s global application case studies demonstrate a diffusion path of “from Web3 to Web2, from research to business, and from individuals to institutions.”
In its early stages, it established a solid foundation in crypto-native areas such as NFTs and Web3 protocols. Subsequently, leveraging its extreme cost advantages and verifiable data integrity, it successfully expanded into leading global sectors including top-tier research, healthcare, and cultural heritage preservation.
Today, its strategic focus is fully shifting to meeting enterprise-grade paid demand—especially targeting three major strongholds: the explosion of AI data, large-scale research datasets, and critical business storage. #FIL/USDT $NVDAB
In its early stages, it established a solid foundation in crypto-native areas such as NFTs and Web3 protocols. Subsequently, leveraging its extreme cost advantages and verifiable data integrity, it successfully expanded into leading global sectors including top-tier research, healthcare, and cultural heritage preservation.
Today, its strategic focus is fully shifting to meeting enterprise-grade paid demand—especially targeting three major strongholds: the explosion of AI data, large-scale research datasets, and critical business storage. #FIL/USDT $NVDAB
Tongrun
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Filecoin’s Main Applications in Enterprise and Industrial Use Cases
Filecoin’s applications have expanded from early Web3 ecosystem exploration to enterprises, research institutions, governments, and non-profit organizations worldwide.
Below are Filecoin’s main applications in enterprise and industrial use cases:
Filecoin is becoming an important infrastructure for enterprises with high requirements for data cost, sovereignty, and verifiability.
AI and data-intensive companies:
Filecoin is actively providing low-cost, verifiable, and permanent storage for AI model training data and model weights. Middleware such as Akave has already emerged in the ecosystem to help businesses (especially those migrating from Azure/Google Cloud) reduce data egress and storage costs. In addition, AI data projects such as OpenModel, Heurist, and 375ai have also integrated with the Filecoin ecosystem.
Traditional industrial applications:
Some cases mention that Tesla’s Shanghai plant backed up equipment sensor data to Filecoin, reducing equipment downtime and demonstrating its value in industrial Internet of Things (IIoT) data management.
Web3 and blockchain-native projects:
Many leading Web3 projects rely on Filecoin to ensure the decentralization and persistence of their data.
Filecoin’s global use cases show a spreading path of “from Web3 to Web2, from research to business, and from individuals to institutions.”
After building a solid foundation in encryption-native areas such as NFTs and Web3 protocols, it successfully entered leading global sectors including top-tier research, healthcare, and cultural heritage preservation—driven by its extreme cost advantages and verifiable data integrity.
Today, its strategic focus is shifting comprehensively toward meeting enterprise-grade paid needs, especially targeting three key frontiers: the explosion of AI data, large-scale research datasets, and mission-critical business storage.#FIL/USDT $TSMB
Source of materials: official media / online news. Readers should strictly comply with the local laws and regulations where they are located. This article does not represent any investment advice.
Filecoin’s applications have expanded from early Web3 ecosystem exploration to enterprises, research institutions, governments, and non-profit organizations worldwide.
Below are Filecoin’s main applications in enterprise and industrial use cases:
Filecoin is becoming an important infrastructure for enterprises with high requirements for data cost, sovereignty, and verifiability.
AI and data-intensive companies:
Filecoin is actively providing low-cost, verifiable, and permanent storage for AI model training data and model weights. Middleware such as Akave has already emerged in the ecosystem to help businesses (especially those migrating from Azure/Google Cloud) reduce data egress and storage costs. In addition, AI data projects such as OpenModel, Heurist, and 375ai have also integrated with the Filecoin ecosystem.
Traditional industrial applications:
Some cases mention that Tesla’s Shanghai plant backed up equipment sensor data to Filecoin, reducing equipment downtime and demonstrating its value in industrial Internet of Things (IIoT) data management.
Web3 and blockchain-native projects:
Many leading Web3 projects rely on Filecoin to ensure the decentralization and persistence of their data.
Filecoin’s global use cases show a spreading path of “from Web3 to Web2, from research to business, and from individuals to institutions.”
After building a solid foundation in encryption-native areas such as NFTs and Web3 protocols, it successfully entered leading global sectors including top-tier research, healthcare, and cultural heritage preservation—driven by its extreme cost advantages and verifiable data integrity.
Today, its strategic focus is shifting comprehensively toward meeting enterprise-grade paid needs, especially targeting three key frontiers: the explosion of AI data, large-scale research datasets, and mission-critical business storage.#FIL/USDT $TSMB
Source of materials: official media / online news. Readers should strictly comply with the local laws and regulations where they are located. This article does not represent any investment advice.
Partly True
Filecoin’s Main Applications in Enterprise and Industrial Use Cases
Filecoin’s applications have expanded from early Web3 ecosystem exploration to enterprises, research institutions, governments, and non-profit organizations worldwide.
Below are Filecoin’s main applications in enterprise and industrial use cases:
Filecoin is becoming an important infrastructure for enterprises with high requirements for data cost, sovereignty, and verifiability.
AI and data-intensive companies:
Filecoin is actively providing low-cost, verifiable, and permanent storage for AI model training data and model weights. Middleware such as Akave has already emerged in the ecosystem to help businesses (especially those migrating from Azure/Google Cloud) reduce data egress and storage costs. In addition, AI data projects such as OpenModel, Heurist, and 375ai have also integrated with the Filecoin ecosystem.
Traditional industrial applications:
Some cases mention that Tesla’s Shanghai plant backed up equipment sensor data to Filecoin, reducing equipment downtime and demonstrating its value in industrial Internet of Things (IIoT) data management.
Web3 and blockchain-native projects:
Many leading Web3 projects rely on Filecoin to ensure the decentralization and persistence of their data.
Filecoin’s global use cases show a spreading path of “from Web3 to Web2, from research to business, and from individuals to institutions.”
After building a solid foundation in encryption-native areas such as NFTs and Web3 protocols, it successfully entered leading global sectors including top-tier research, healthcare, and cultural heritage preservation—driven by its extreme cost advantages and verifiable data integrity.
Today, its strategic focus is shifting comprehensively toward meeting enterprise-grade paid needs, especially targeting three key frontiers: the explosion of AI data, large-scale research datasets, and mission-critical business storage.#FIL/USDT $TSMB
Source of materials: official media / online news. Readers should strictly comply with the local laws and regulations where they are located. This article does not represent any investment advice.
Filecoin’s applications have expanded from early Web3 ecosystem exploration to enterprises, research institutions, governments, and non-profit organizations worldwide.
Below are Filecoin’s main applications in enterprise and industrial use cases:
Filecoin is becoming an important infrastructure for enterprises with high requirements for data cost, sovereignty, and verifiability.
AI and data-intensive companies:
Filecoin is actively providing low-cost, verifiable, and permanent storage for AI model training data and model weights. Middleware such as Akave has already emerged in the ecosystem to help businesses (especially those migrating from Azure/Google Cloud) reduce data egress and storage costs. In addition, AI data projects such as OpenModel, Heurist, and 375ai have also integrated with the Filecoin ecosystem.
Traditional industrial applications:
Some cases mention that Tesla’s Shanghai plant backed up equipment sensor data to Filecoin, reducing equipment downtime and demonstrating its value in industrial Internet of Things (IIoT) data management.
Web3 and blockchain-native projects:
Many leading Web3 projects rely on Filecoin to ensure the decentralization and persistence of their data.
Filecoin’s global use cases show a spreading path of “from Web3 to Web2, from research to business, and from individuals to institutions.”
After building a solid foundation in encryption-native areas such as NFTs and Web3 protocols, it successfully entered leading global sectors including top-tier research, healthcare, and cultural heritage preservation—driven by its extreme cost advantages and verifiable data integrity.
Today, its strategic focus is shifting comprehensively toward meeting enterprise-grade paid needs, especially targeting three key frontiers: the explosion of AI data, large-scale research datasets, and mission-critical business storage.#FIL/USDT $TSMB
Source of materials: official media / online news. Readers should strictly comply with the local laws and regulations where they are located. This article does not represent any investment advice.
Copyright Protection and the Integration of IPFS—What Role Does Filecoin Play in Copyright Protection?
Blockchain technology has inherent alignment with digital copyright protection, thanks to features such as immutability, traceability, and distributed consensus.
By using blockchain technology to instantly upload digital works and record key information—such as the rights holder’s details and timestamps—at any time, copyright can be immediately verified.
Through IPFS’s distributed storage protocol, Filecoin can store large amounts of data, better safeguarding data copyrights.
Unlike centralized servers, decentralized storage can effectively prevent data from being tampered with or deleted.
The combination of copyright protection and IPFS provides technical support to address pain points such as difficult determinations of copyright ownership, “reposting,” and plagiarism.$METAB #FIL/USDT
Source of materials: official media / online news. Readers should strictly comply with local laws and regulations. This article does not represent any investment advice.
Blockchain technology has inherent alignment with digital copyright protection, thanks to features such as immutability, traceability, and distributed consensus.
By using blockchain technology to instantly upload digital works and record key information—such as the rights holder’s details and timestamps—at any time, copyright can be immediately verified.
Through IPFS’s distributed storage protocol, Filecoin can store large amounts of data, better safeguarding data copyrights.
Unlike centralized servers, decentralized storage can effectively prevent data from being tampered with or deleted.
The combination of copyright protection and IPFS provides technical support to address pain points such as difficult determinations of copyright ownership, “reposting,” and plagiarism.$METAB #FIL/USDT
Source of materials: official media / online news. Readers should strictly comply with local laws and regulations. This article does not represent any investment advice.
Filecoin’s hybrid index minting mechanism is a core innovation of its economic model and differs significantly from the minting models of mainstream blockchains such as Bitcoin and Ethereum.$NVDAB #FIL🔥🔥
Tongrun
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Comparison: Filecoin’s hybrid-index model vs. minting models of other blockchains
Filecoin’s hybrid-index minting mechanism is a core innovation of its economic model, and differs significantly from the minting models of mainstream blockchains such as Bitcoin and Ethereum.
1. Bitcoin’s exponential decay model
Bitcoin uses a purely exponential decay model: after every 210,000 blocks mined (about 4 years), the block reward is halved once. This pattern’s characteristics are:
Fixed issuance speed
Completely based on the passage of time, regardless of the network’s actual utility.
Excessive early incentives
Early network miners have low participation but high rewards, which can easily lead to short-term speculative behavior.
Hard halving mechanism
1. Bitcoin’s exponential decay model
Bitcoin uses a purely exponential decay model: after every 210,000 blocks mined (about 4 years), the block reward is halved once. This pattern’s characteristics are:
Fixed issuance speed
Completely based on the passage of time, regardless of the network’s actual utility.
Excessive early incentives
Early network miners have low participation but high rewards, which can easily lead to short-term speculative behavior.
Hard halving mechanism
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