Latest DePIN News

The DIMO Developer Console has recently undergone significant enhancements, marking its official upgrade to version 1.0. Initially launched in beta in August, the console provided developers with a self-service dashboard to create applications for vehicles. Feedback from EthOnline hackers in September played a crucial role in shaping the new features that have now been integrated. One of the most notable updates is the support for DIMO Global Accounts, which streamlines account management by allowing users to sign in with existing Google or GitHub accounts while automatically provisioning a DIMO Global Account. This improvement simplifies the onboarding process for both web3 and web2 developers, removing previous barriers to entry. In addition to Global Accounts, the DIMO Developer Console has introduced DIMO Credits (DCX), a stablecoin currency that developers use to access vehicle data and perform protocol operations. The console now features a fiat on-ramp, enabling users to purchase DCX using debit or credit cards through an integration with Stripe. This addition makes it easier for developers to obtain the necessary credits for their projects, fostering a more accessible development environment. For those who prefer cryptocurrency, existing balances of $DIMO, $POL, or $WMATIC can still be utilized. To further support developers, DIMO has continuously improved its documentation, offering expanded resources and guides for the latest APIs and SDKs. The introduction of the 'Login With DIMO' React component SDK simplifies the integration of authentication methods into applications, providing developers with customizable options for user login. DIMO aims to create an ecosystem reminiscent of the App Store's impact on mobile computing, encouraging innovation and creativity in building applications that leverage the extensive vehicle data available on the DIMO network. With these advancements, the DIMO Developer Console is poised to empower developers in their quest to create groundbreaking automotive applications.

The cryptocurrency market is witnessing significant developments, particularly with the Akash Network's DePIN protocol, which has recently crossed a billion-dollar market cap. This surge has led to a notable increase in the Akash price, reflecting growing investor confidence. Meanwhile, Solana is on the brink of achieving a new all-time high (ATH), with its market cap inflow allowing it to surpass BNB. The excitement surrounding Solana's impending ATH is not just a win for the platform but also for the broader cryptocurrency ecosystem, showcasing its potential for mainstream adoption and robust development activity. In the realm of decentralized finance (DeFi), Lunex Network has emerged as a promising new player. This hybrid exchange offers a unique solution by facilitating cross-chain trading with over 50,000 trading pairs and a zero-fee structure. Lunex Network aims to simplify DeFi for both novice and experienced traders, making it more accessible to retail investors. With an impressive liquidity of $2.95 million already secured, Lunex is positioning itself as a key facilitator in the DeFi space, potentially democratizing access to this lucrative market. The rise of Akash Network, Solana, and Lunex Network highlights a broader trend towards decentralized innovation beyond traditional finance. Akash's recent 10% surge in the last 24 hours and a remarkable 36% increase over the past week emphasize its potential to disrupt conventional cloud services. As the demand for decentralized, trustless platforms grows, these tokens present exciting investment opportunities. With Solana nearing its ATH and Akash's momentum, investors are keenly watching these developments, while Lunex Network continues to attract attention with its DeFi offerings.

On November 22, 2024, the Sui Foundation announced a strategic partnership with Franklin Templeton Digital Assets, aimed at driving innovation within the Sui blockchain ecosystem. This collaboration is set to enhance the development of Sui, a Layer 1 and smart contract platform, by creating value opportunities for builders of blockchain-based solutions. Jameel Khalfan, Head of Ecosystem Development at Sui, highlighted that the partnership is a validation of Sui's technology, which was inspired by challenges in decentralized finance that Franklin Templeton is addressing. Franklin Templeton Digital Assets has been actively involved in blockchain technology for several years, focusing on building solutions, running node validators, and developing investment strategies. Their dedicated digital assets research team employs tokenomic analysis and data science insights to guide product development and investment decisions. Tony Pecore, SVP and Director of Digital Asset Management at Franklin Templeton, expressed excitement about the advancements being made by the Sui team, noting that blockchain technology has often faced technical limitations despite its growing interest. The Sui ecosystem is already home to innovative projects such as DeepBook, a decentralized finance solution akin to a central limit order book, and Karrier One, which supports a decentralized mobile network. Additionally, Sui has recently launched native USDC, providing users with direct access to a widely used stablecoin while mitigating risks associated with bridged assets. As a secure and scalable platform, Sui is positioning itself as a premier destination for application builders across various sectors, including gaming, DeFi, and tokenized securities.

Retrieval-augmented generation (RAG) has emerged as a pivotal method for integrating large language models (LLMs) into specialized business applications, enabling the infusion of proprietary data into model responses. Despite its effectiveness during the proof of concept (POC) phase, developers often face significant accuracy drops when transitioning RAG into production. This issue is particularly pronounced during the retrieval phase, where the aim is to accurately fetch the most relevant context for a given query, a metric known as context recall. This article delves into strategies for enhancing context recall by customizing and fine-tuning embedding models, ultimately improving RAG's performance in real-world applications. RAG operates in two main steps: retrieval and generation. In the retrieval phase, the model converts text into vectors, indexes, retrieves, and re-ranks these vectors to identify the top matches. However, failures in this phase can lead to missed relevant contexts, resulting in lower context recall and less accurate generation outputs. One effective solution is to adapt the embedding model, which is designed to understand relationships between text data, to produce embeddings that are specific to the dataset being used. This fine-tuning allows the model to generate similar vectors for similar sentences, enhancing its ability to retrieve context that is highly relevant to the query. To improve context recall, it is essential to prepare a tailored dataset that reflects the types of queries the model will encounter. This involves extracting a diverse range of questions from the knowledge base, paraphrasing them for variability, and organizing them by relevance. Additionally, constructing an evaluation dataset helps assess the model's performance in a realistic setting. By employing an Information Retrieval Evaluator, developers can measure metrics like Recall@k and Precision@k to gauge retrieval accuracy. Ultimately, fine-tuning the embedding model can lead to substantial improvements in context recall, ensuring that RAG remains accurate and reliable in production environments.

BlockBeats news on November 21st reveals that the fair launch platform for meme tokens, Robot Pump, has officially landed on the IoTeX mainnet. Users can now launch and trade meme coins on the IoTeX blockchain using Robot Pump. IoTeX, a leading ecosystem in the hot DeFi race, is associated with DePIN and related AI, RWA directions. Robot Pump claims to promote the development of 'deep-tech' meme culture in the DePIN and associated AI, RWA fields. IoTeX's co-founder and CTO, Qevan, mentioned that many memes are based on real-world mappings. Compared to the high technical barriers and long construction cycles of DePIN, AI, and RWA projects, meme culture, with its low entry barriers, fast pace, and broad market foundation, allows the public to more efficiently experience the process of Crypto transformation of real-world influence. It is worth noting that IoTeX's first on-chain DePIN identity system, ioID, was officially launched and integrated into Robot Pump today. ioID will transform physical devices into on-chain assets, with each physical device having a unique on-chain ID for verification. The combination of Robot Pump and ioID may provide a pathway for the rightful ownership verification of real-world mapped memes.

The Graph, a decentralized indexing protocol that functions similarly to Google for blockchains, has unveiled a new data standard for Web3 known as GRC-20. This initiative aims to enhance the way information is structured, shared, and interconnected across decentralized applications. The announcement coincided with developer Yaniv Tal's Graph Improvement Proposal, which emphasizes the importance of knowledge graphs in creating a more comprehensive understanding of data by linking and labeling information. The GRC-20 standard is set to replace the existing Resource Description Framework (RDF), which has been deemed inadequate for the needs of Web3 due to various technical limitations. The GRC-20 standard introduces core concepts such as Spaces, Entities, Relations, and Types, which will allow developers to define and organize their data more effectively. This new framework is designed to foster a common language for knowledge, ultimately striving to fulfill the vision of an open, verifiable, and composable Web3. The Graph plans to release a suite of tools in the coming weeks to assist developers in implementing the GRC-20 standard. The Graph Improvement Proposal is currently open for community feedback before it is finalized, highlighting the project's commitment to collaborative development. Since its launch in 2018 and the activation of its mainnet in December 2020, The Graph has established itself as a vital resource for developers, enabling them to create decentralized applications (DApps) more efficiently. The platform claims it can significantly reduce development time from months to mere days. With over 70 blockchains indexed, The Graph continues to evolve, recently partnering with Chainstack to provide a hosted service for subgraphs, further enhancing accessibility and usability for developers in the blockchain ecosystem.

Ike, a composable liquid staking protocol, has officially launched its Liquid Staking Token (LST), sA0, on the Aleph Zero mainnet. This launch represents a significant milestone for both Ike and Aleph Zero, a layer 1 blockchain known for its privacy features, scalability, and low transaction fees. The introduction of sA0 allows users to engage with the Aleph Zero network more flexibly, enabling them to stake their AZERO tokens while maintaining liquidity and earning rewards. This innovative approach aims to enhance the overall staking experience for users within the Aleph Zero ecosystem. The sA0 token not only provides liquidity for stakers but also integrates seamlessly with Aleph Zero's expanding DeFi ecosystem. This integration enhances the utility and value of sA0, encouraging more users to participate in staking, which in turn supports the network's security and resilience. By allowing users to receive sA0 tokens in exchange for their staked AZERO, the protocol ensures that users can remain liquid while still benefiting from staking rewards. This dual advantage is expected to attract a wider audience to the Aleph Zero platform. Stephen Novenstern, the Founder of Ike, expressed his enthusiasm regarding the mainnet launch, highlighting the importance of community involvement in the governance of the protocol. He emphasized that the launch of sA0 is just the beginning of Ike's commitment to creating a decentralized and community-driven ecosystem. Looking ahead, Ike plans to expand the utility of sA0 and introduce governance features that empower the Aleph Zero community to shape the future of the platform, marking a promising development in the realm of liquid staking protocols.

Aethir is making significant strides in the blockchain space by integrating LayerZero to enhance its capabilities as a multichain AI and gaming ecosystem. This integration aims to bring the omnichain vision closer to reality, allowing for seamless interactions across different blockchain networks. Aethir’s native token, $ATH, will be available for testing on ZKSync, as announced on the platform's official X account. The integration with LayerZero will facilitate cross-chain operations, enabling users to move $ATH tokens effortlessly between various chains, thereby expanding the utility of the token within the ecosystem. The Aethir platform is built on a robust decentralized cloud infrastructure that supports AI and gaming applications. With over 43,000 high-quality GPUs, including more than 3,000 NVIDIA H100s, Aethir is well-equipped to handle complex AI computations. The network also features over 32,000 globally distributed Aethir Edge devices, enhancing its computational capabilities. The $ATH token plays a crucial role in this ecosystem, allowing stakeholders such as Aethir Checker Nodes, Edge device operators, and cloud hosts to participate in the network's growth and functionality. The collaboration with LayerZero will enable Aethir to transition to the Sophon ZK chain, enhancing its multichain capabilities and facilitating the execution of smart contracts across different blockchains. To further bolster its GPU cloud infrastructure, Aethir is also integrating Stargate’s omnichain liquidity protocol, which will simplify the exchange of $ATH tokens. This integration will provide access to unified liquidity pools, instant finality, and various staking and farming options. These advancements are designed to propel Aethir into a multichain future, ensuring that AI and gaming workloads can be accessed directly across multiple blockchain networks. As Aethir continues to innovate, it is set to play a pivotal role in the evolution of decentralized cloud solutions for the AI and gaming sectors.

IoTeX and GEODNET have announced an innovative collaboration aimed at enhancing the verifiability of Decentralized Physical Infrastructure Network (DePIN) devices. This partnership focuses on the integration of GEODNET's new GEO-PULSE device with IoTeX's ioID for on-chain device identity and W3bstream for zero-knowledge proofs. The collaboration is designed to ensure that devices within a DePIN can be independently verified for authenticity and operational integrity, thereby fostering trust and increasing demand for DePIN networks. The GEO-PULSE device will be able to register on-chain, sign data for provenance, and demonstrate its real-world activity, making it a significant advancement in the field of verifiable devices. The GEO-PULSE device, touted as the world's most accurate car navigation tool, offers a remarkable improvement in lane-level positioning accuracy compared to traditional GPS systems. This device not only benefits consumers but also provides commercial operators and web3 enthusiasts with the opportunity to earn rewards through its integration with the GEODNET network. Users can earn $GEOD tokens by completing tasks on the network, and those who register their devices with an ioID will also qualify for a share of $100,000 worth of $IOTX tokens. This initiative aims to incentivize user participation and promote the adoption of verifiable technologies in the DePIN sector. The collaboration between IoTeX and GEODNET is set to revolutionize the DePIN landscape by establishing a seamless integration of their technologies. Users can easily create a decentralized identity for their GEO-PULSE device through the GEODNET mobile app, which will then interact with IoTeX's blockchain for verification. This process includes the generation of zero-knowledge proofs to validate the device's liveness, location, and movement. As the GEO-PULSE devices roll out in January, a comprehensive onboarding guide will be provided to assist users in maximizing their participation in this transformative initiative, ultimately contributing to a more verifiable and trustworthy DePIN ecosystem.

Verida recently achieved a significant milestone by securing second place in the POL Rush Competition, hosted by Polygon during the Aggregation Summit in Bangkok. This recognition awarded Verida 200,000 $POL and highlighted the company's innovative efforts in bridging Web2 user data with AI agent builders. CEO and Co-Founder Chris Were presented Verida's vision on the main stage at Devcon 2024, emphasizing the transformative potential of their technology. This achievement not only showcases Verida's progress in addressing the challenge of secure and private access to personal data but also reinforces its commitment to connecting Web2 and Web3, thereby unlocking new opportunities in the AI landscape. Verida is positioning itself as the "private data on-ramp for AI," allowing users to easily extract personal data from various Web2 sources, including emails, chats, and healthcare data, and connect it to AI agents and data marketplaces. With three years of dedicated development, the Verida Network prioritizes user privacy and data sovereignty, ensuring that all personal information remains secure and under the user's control. The positive feedback from developers and AI enthusiasts at Devcon indicates a strong demand for seamless access to personal data, with Verida ensuring compliance with global standards like GDPR and HIPAA. The conference also highlighted a growing trend towards Trusted Execution Environments (TEEs), which are becoming essential for secure computing. Verida's collaboration with ecosystem partners like TEN and Nillion emphasizes its mission to prioritize data ownership and privacy. With a unique market opportunity as the only project focused on unlocking personal data for AI applications, Verida is well-positioned to lead in this evolving space. The combination of winning the POL Rush competition, positive developer engagement, and interest from AI companies suggests that Verida is at the forefront of a significant shift in how personal data is approached in the AI era.