🧵How Akave Separates Data Hosting from Cloud Jurisdiction In short: The focus of the EU cloud dispute is data location, while legal risks depend on hosting and keys. Akave's self-hosted O3 service retains control in the hands of the operator, while Filecoin provides a decentralized storage layer, thus reducing lock-in risk. 1/ The Problem The focus of the EU cloud dispute is data storage location. But this ignores the core issue. Sovereignty is determined by hosting, not geographic location. Even within the EU, subsidiaries, and "sovereign" cloud platforms, US hyperscale cloud providers are still subject to the CLOUD Act. 2/ Hosting is Crucial While EU cloud service providers circumvent US jurisdiction, data hosting remains in the hands of the service provider. Courts can enforce access. For regulated industries and sensitive data, sovereignty requires service providers to not host the data at all; the operator controls the infrastructure, keys, and access paths. 3/ Self-hosted Gateway Akave claims no legal exemption, but as a US company, it remains subject to the CLOUD Act. The solution relies on architecture. Self-hosted O3 runs on EU infrastructure of your choice. Encryption keys are held by the operator. Akave does not hold readable data. 4/ Filecoin Layer Filecoin acts as storage. Encrypted shards are distributed across the decentralized Filecoin network and can be geographically restricted as needed. No single operator or jurisdiction holds the complete files. This reduces the risk of single-provider concentration. 5/ Exit and Costs Exit fees themselves have a lock-in effect, and regulators now flag exit risks under DORA and NIS2 regulations. This model eliminates exit penalties, maintains consistency in the S3 API, and makes migration feasible: simply switch DNS and synchronize data, without lengthy rebuilds. Read the full article:

🧵Eastore and its Role in Filecoin Storage In short: Eastore provides a USB-like interface on top of Filecoin and uses open smart contracts for storage operations. The project focuses on data ownership, encrypted uploads, and direct creation of Filecoin transactions. 1/ Overview @EastoreWeb3 provides users with a USB-like interface that directs data to Filecoin through open contracts. Files are first encrypted locally, and the encrypted data enters the storage process. The emphasis is on user control and clear transaction creation. 2/ On-Chain Logic All storage operations are routed through Eastore contracts, which record the terms and create @Filecoin transactions. These records are always accessible, so data retrieval is still possible even if the Eastore website or interface is offline. 3/ Encryption Process Encryption is performed on the user's device before any upload step. The user retains the key, and only the encrypted file reaches the storage provider. This approach reduces risk and protects data at every stage of the storage path. 4/ Open Source Code Repository The project releases its contracts, tools, and storage modules on GitHub. Developers can review workflows, extend components, or integrate logic into projects that rely on Filecoin for data persistence. Learn more:

🧵Portrait Eliminates Registration Fee. In short: Portrait is free for everyone. The protocol stores metadata on-chain and files via IPFS/Filecoin. Portrait remains accessible as long as a node locks or hosts data. Availability depends on distributed participation. 1/ Free Access Portrait has eliminated the $10 registration fee and opened registration to all users. Anyone can claim space on the network and create a personal Portrait (@withportrait) for free. 2/ Architecture Portrait stores page metadata on-chain and offloads images and files to decentralized networks like IPFS/@Filecoin. This architecture reduces reliance on a single host. 3/ Data Referencing Each Portrait carries a CID pointing to its stored file. The CID remains unchanged even if the hosting node disconnects, so the storage path is always verifiable across the network. 4/ Offline Scenarios If all hosts of a Portrait are offline, the PortraitStateRegistry contract will still record the CID. The file remains accessible if peers or pinned services maintain copies on decentralized storage. 5/ Key Points Portrait offers open access to everyone and relies on a distributed set of peers for persistence. The lifespan of a Portrait can exceed that of a single host, and its availability increases as more users pin or store content.

🧵Filecoin Cloud on Chain: What It Is and Why It Matters In short: Filecoin Cloud on Chain formalizes the storage, retrieval, and payments market as a programmable cloud layer. It introduces modular services such as Warm Storage, Filecoin Pay, Filecoin Pin, Beam, and Synapse SDK. 1/ What is Cloud on Chain? Filecoin Cloud on Chain transforms the network into a programmable cloud layer. It extends Filecoin from proof-of-storage to a complete system where data, payments, and services are executed through contracts that confirm delivery and usage. 2/ Why It Emerges Developers need a direct path from smart contracts to storage, retrieval, and payments. With the maturity of FVM, PDP, and retrieval guarantees, this technology stack can support storage and service logic in one place. 3/ How It Works Cloud on Chain operates on four layers. Proofs are verified through PDP for storage. Payments are settled through Filecoin Pay. Services operate as modular components. Client tools allow developers to interact via the SDK. 4/ Core Building Blocks Warm storage services, Filecoin Pay, Filecoin Pin, @filecoinbeam, and the Synapse SDK form the foundation of the system. Each component is responsible for handling data movement, persistence, or conditional payments. 5/ Storage Utilities @Filecoin was initially a cold storage network. Modern workloads now require warm access and fast retrieval. On-chain cloud supports these layers and associates them with proofs and conditional settlement. 6/ AI and Proxy Use Cases AI models, workflows, and proxy metadata rely on storage that provides proof of ownership and clear payment terms. Projects such as @monad, ERC-8004, Cairn, and Groundline have already connected their data streams to the on-chain cloud stack. 7/ Web3 Decentralized Applications and Front-Ends Applications can deploy front-ends, metadata, and update logic on-chain cloud. @ensdomains, @safe, @Filosign, Cha-Ching, @EastoreWeb3, and @geobrowser utilize proof-of-storage and stable payment processes. 8/ Archiving and Preservation Networks such as @KYVENetwork, @storachanetwork, and Forge rely on Filecoin for storing on-chain data, enterprise datasets, and backup layers in Akave Cloud. Onchain Cloud adds warm storage options, faster retrieval paths via Beam, and tighter IPFS integration. 9/ DePIN Infrastructure DePIN networks can directly anchor mapped data, telemetry data, or settlement records on-chain via Onchain Cloud. This technology stack integrates storage, retrieval, and payment conditions into a single system. @dciphernetwork employs these mechanisms to support the settlement process. 10/ Getting Started Onchain Cloud is currently live on testnet and will launch on mainnet in January 2026. Developers can consult the documentation and materials for Alpha Cohort.

Filecoin Network Weekly Metrics Weekly New Transactions: 106K Transaction Implementation Rate: 3.7 PiB Verified Transaction Percentage: 100% Active Storage Providers: 1,120 Sector Implementation: 1.9 PiB Sector Expiration: 0 PiB Retrieval Success Rate: 12% FIL Burned: 17K FIL

🧵Why FilCDN was renamed Filecoin Beam In short: The team's goal is not to build a CDN alternative. Filecoin Beam's true mission is to build an incentivized data transfer layer that rewards storage providers for retrieval activities and supports fast, stable access to Filecoin data. 1/ Background of the Rebranding FilCDN confined the project to the narrow framework of CDN and suggested direct comparisons to edge networks. But the reality is much more complex. The team needed a name that reflected the broader goal of reliable access to Filecoin data. 2/ Mission Focus @filecoinbeam builds an incentivized data transfer layer. Storage providers are rewarded for retrieval activities, thereby improving retrieval success rates and reducing response times through global caching. In the event of a failure, a backup route will automatically activate to ensure stable access. 3/ Role in Filecoin Beam will not replace a CDN. It enables reliable access to data from Filecoin. Teams supporting intelligent agents, AI tasks, computational jobs, or data retrieval-intensive applications can access their data faster and more reliably. 4/ Why "Beam"? The name aptly reflects the rapid and direct transmission of data. It avoids narrow classifications such as CDN or gateways and encapsulates the development direction of the Filecoin project.

1/ Overview @AkaveCloud has released a guide on using an S3 gateway and Filecoin storage on Akave Cloud to process the Hugging Face dataset. Workflow: Select a dataset from Hugging Face, upload it to an Akave bucket, and then read it back via the same S3 path for inference. 2/ Requirements This setup relies on Python 3.9+, the Hugging Face dataset, s3fs, boto3, and Akave O3 credentials. Akaave writes the data to @Filecoin, so the dataset moves to a persistent storage layer. Any operation supported by load_dataset or load_from_disk will work for this workflow. 3/ Helper Scripts Akave includes several small Python tools for verifying S3 access permissions, listing buckets, and running quick transfer checks. These tools simplify setup and confirm your connection is working correctly. All of these tools can be found in the Hugging Face integration section of the documentation. 4/ The Role of Filecoin Akave's S3 gateway is built on Filecoin, thus providing a persistent and tamper-proof storage foundation for datasets. The team can continue using existing Hugging Face and S3 tools, while Filecoin handles data integrity and long-term stability in the background. Read the full article:

🧵Akave vs. Hugging Face In short: Akave demonstrates how to migrate a Hugging Face dataset to an Akave bucket via a Filecoin-supported S3 endpoint, and then run inference tasks directly from that bucket. No outbound traffic fees are incurred, the S3 tool is always available, and helper scripts reduce setup overhead.

Major update from @glifio: Total Assets: 21.3 million FIL Annualized Yield: 9.7% Depositors: 6,300 Pool Utilization: 71.5% Original Hashrate: 481 PiB Estimated Annual Reward: 2.1 million FIL Average Deposit Amount: 10,200 FIL Staking Miners: 255

Filecoin Network Statistics: Active Transactions: 1.07 EiB Total Active Transactions: 26 million Clients with Active Transactions: 620 Providers with Active Transactions: 610 Daily Active Addresses: 2600 Raw Hashrate: 2.66 EiB Quality Adjusted Hashrate: 20.9 EiB Network Utilization: 76%