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28 stories from dspyt.com have been shared on Kiwi News since 6 August 2024, with 50 upvotes and 0 comments in total. The latest was shared on 22 January 2025. They are listed below, most upvoted first.

Text under a title is an AI summary of the linked article.

  1. Farcaster 2026: Empowering Decentralized Social Media Users
    9 upvotes · 0 comments · · original on dspyt.com

    Farcaster, a decentralized, open-source social network built on Ethereum and using IPFS for content storage, is presented as a platform that could grow by enhancing user control, fostering interoperability, and expanding marketing and education efforts. The article suggests Warpcast, the flagship app for the Farcaster protocol, could add customizable feeds, interest-based channels, and community management tools. It also proposes a DAO model where users vote on community project proposals, and it recommends webinars, community contests, and partnerships with educational platforms to explain decentralization to potential users.

  2. The Great Debate: L1 vs. L2 in Ethereum’s Future
    5 upvotes · 0 comments · · original on dspyt.com

    The essay argues that a strategic focus on Layer 2 solutions can address Ethereum's scalability issues while preserving decentralization, with PeerDAS cited as a key development that strengthens L2 scalability. It says Ethereum currently handles about 13 transactions per second, with a maximum of 24, and that L2BEAT counts at least 116 rollups scaling a cumulative total of about 337 transactions per second. PeerDAS, introduced through EIP-4844 as part of the March 2024 Deneb-Cancun upgrade, lets nodes download an estimated 12.5% to 18.75% of blob data instead of the full amount, which the text says lowers bandwidth requirements for node operators.

  3. Unlocking the Future of Zero-Knowledge Applications with o1js
    3 upvotes · 0 comments · · original on dspyt.com

    O(1) Labs presents o1js, a TypeScript toolkit for building zk-SNARK and zkApp applications on the Mina Protocol, formerly known as SnarkyJS. The article says o1js has undergone 49 version updates over a two-year development period and has been downloaded 43,141 times. Existing SnarkyJS users can switch by removing snarkyjs and installing o1js, and the article says existing zkApps can keep functioning without redeployment. Community resources include the #zkapps-developers channel on the Mina Protocol Discord, and community packages such as o1js-elgamal, o1js-pack and zk-regex-o1js extend its functionality.

  4. Revolutionizing the Stablecoin Market: The Rise of sUSD
    3 upvotes · 0 comments · · original on dspyt.com

    sUSD is presented as a yield-bearing, RWA-backed synthetic stablecoin built for the Solana blockchain that generates yield from U.S. Treasury Bills. The article says it is the first stablecoin on Solana to do so and offers a 4-5% yield to holders, and that it is the first widely adopted implementation of Token 2022 on Solana. Users can also delegate sUSD to secure external modular systems such as oracles, bridges, and rollups. The article notes that the RWA partner holds the only tokenized U.S. Treasury product rated "A" by Moody's.

  5. Getting Started with o1js: A Beginner's Guide to Zero Knowledge Programming
    2 upvotes · 0 comments · · original on dspyt.com

    o1js is a TypeScript library for writing general-purpose zero knowledge programs and zk smart contracts, called zkApps, on the Mina blockchain. The tutorial covers its core concepts, including Field elements that store integers up to about 256 bits, data types such as Bool, UInt64, and CircuitString with a 128-character limit, and hashing and signing with Poseidon, PrivateKey, and Signature. It notes that traditional if statements are unsupported and recommends Circuit.if() for conditional logic instead.

  6. Understanding Digital Signal Processing: Applications and Innovations
    2 upvotes · 0 comments · · original on dspyt.com

    Digital Signal Processing is a core technology for communication, audio and video quality, and data analysis, and the article surveys its fundamentals, applications, and emerging trends. It describes the main steps as sampling, quantization, processing, and reconstruction. Applications covered include noise reduction and speech recognition in audio, compression and facial recognition in images and video, error correction in telecommunications, and medical imaging and ECG or EEG analysis in healthcare. The article also points to machine learning integration, real-time processing, edge computing, and cloud-based DSP services as key innovations.

  7. Understanding RetroPGF: A New Era of Funding for Public Goods
    2 upvotes · 0 comments · · original on dspyt.com

    RetroPGF is a retroactive funding mechanism launched by the Optimism Collective that rewards projects for demonstrated past impact on public goods rather than promised future work. The article describes a four-step process: a funding pool is allocated, projects submit and are reviewed, the community votes using methods such as Quadratic Voting, and selected projects receive funding. It cites RetroPGF 5 recipients including go-ethereum at 234,544.68 OP and Protocol Guild at 223,384.19 OP.

  8. Exploring and Refactoring Contraktor - Ethereum Explorer
    2 upvotes · 0 comments · · original on dspyt.com

    This week the author explored and refactored Contraktor, an archived open source Ethereum explorer that had not been updated in some time and was not working properly. Contraktor lets users browse common DeFi projects or any verified Etherscan smart contract, find related contracts on different networks, and visualize and interact with a contract's resources and state. The author says they connected Rainbowkit, Wagmi and Ethers to the explorer and refactored its types in TypeScript, and found the @studydefi/money-legos npm package, which provides mainnet addresses, ABIs and Solidity interfaces for popular DeFi protocols. The next step planned is developing a detailed information view and improving the user interface.

  9. Demystifying the Filecoin Virtual Machine (FVM)
    2 upvotes · 0 comments · · original on dspyt.com

    The Filecoin Virtual Machine (FVM) is described as a runtime environment for smart contracts, also called actors, on the Filecoin network, intended to bring user programmability to Filecoin. It is designed to host multiple runtimes, such as the Ethereum Virtual Machine (EVM), Secure EcmaScript (SES), and eBPF, and it is built on WASM and uses syscalls, drawing on hypervisor, actor model, and Unix kernel principles. According to the article, its components include the Invocation Container, which sandboxes actor code, and the Kernel, which processes syscalls and manages state. The article also says the FVM manages the IPLD state tree, buffering writes until successful execution and performing gas accounting.

  10. Unveiling the Long Term Incentives Pilot Program
    2 upvotes · 0 comments · · original on dspyt.com

    Arbitrum DAO has announced the Long Term Incentives Pilot Program, a initiative meant to test new incentive structures and gather data for a future long-term incentivization framework. The program follows the depletion of Round 2 funds after the popularity of STIP V1, and it is designed to address complaints from STIP Round 1. Selected protocols receive funding along with bi-weekly Hedgey streams for 12 weeks, and a council of 5 members elected by DAO vote oversees the program. Matt from StableLab is named as Program Manager.

  11. Auro Wallet Integration in React: Complete Guide for Developers
    1 upvote · 0 comments · · original on dspyt.com

    This tutorial explains how to connect the Auro Wallet to a React project, based on the TradeCoin codebase. The guide walks through importing React hooks, storing the wallet address in local storage under the key "MINA", and implementing a connectWallet function that calls window.mina.requestAccounts(). It then shows a WalletButton component that displays a shortened address (first six and last four characters) or a Connect Wallet button, and it ends with steps for styling and testing the integration in a browser with Auro Wallet installed.

  12. zkOracles on Mina: Bridging On-Chain and Off-Chain Data with ZK Technology
    1 upvote · 0 comments · · original on dspyt.com

    ZKON has announced an integration with the Mina Foundation to bring off-chain data into the Mina ecosystem through its zkOracle technology, which uses Multi-Party Computation and Zero-Knowledge proofs. The collaboration is described as working closely with O(1) Labs and other Mina community stakeholders, allowing Mina developers to build more privacy-focused zkApps that access external data. The article also says ZKON is integrating Verifiable Random Functions into its zkOracle framework for secure randomness in gaming and lotteries, and offering tamper-proof price feeds for DeFi platforms.

  13. Ethereum Attestation Service (EAS): Building Trust in a Decentralized World
    1 upvote · 0 comments · · original on dspyt.com

    The Ethereum Attestation Service (EAS) is presented as a framework for digital attestations, which are simple digital signatures that confirm the validity of claims or transactions, to reduce reliance on centralized trust authorities. The article describes two core smart contracts, SchemaRegistry.sol, which registers data schemas, and EAS.sol, which creates attestations based on those schemas, with resolver contracts able to add custom conditions such as payments. It says attestations can be on-chain, offering immutability at the cost of Ethereum gas fees, or off-chain, for example on IPFS, offering greater privacy. Use cases named include identity verification, voting, and land registry ownership checks.

  14. Enhancing the Security of the Mina Fungible Token Standard: Veridise Audit
    1 upvote · 0 comments · · original on dspyt.com

    Veridise's audit of the Mina Fungible Token Standard, commissioned by the Mina Foundation, found 13 issues across vulnerabilities, warnings and informational findings. The most serious was a potential denial-of-service attack caused by an overflow in a lazily-accumulated sum (V-MIN-VUL-003). Other findings flagged excessive trust placed in the deploying entity of default token implementations (V-MIN-VUL-004 and V-MIN-VUL-006), and unclear token ID permissions (V-MIN-VUL-005). The audit also recommended better documentation and reviewing the actions and reducers model, which attackers could exploit to shut down smart contracts.

  15. A Comprehensive Guide to Publishing Content on DSPYT: Best Practices and Tips
    1 upvote · 0 comments · · original on dspyt.com

    The article is a contributor guide for publishing on DSPYT, a platform whose team maintains strict quality standards and may decline submissions. It lists requirements such as citing all sources, writing at least 350 words, avoiding clickbait headlines and affiliate links, and using descriptive, evergreen URL filenames. Contributors submit by forking the dspyt-web repository, opening a pull request to its main branch, and waiting for feedback, which the team says usually comes within a few days. Posts on governance and DAOs should include the keywords governance and DAO.

  16. Unraveling the Potential of Optimism Blockchain
    1 upvote · 0 comments · · original on dspyt.com

    Optimism is a Layer 2 scaling solution built on Ethereum that aims to address its low throughput by bundling many transactions into a single transaction on the Ethereum mainnet. The article states that this makes transactions faster and cheaper than on Ethereum, using a method called Optimistic Rollups, in which transactions are assumed valid and fraud can be corrected through a dispute resolution process. It also says Optimism is fully EVM compatible, so developers can port existing Ethereum dApps without changes. Uniswap, Synthetix and Aave are named as platforms that have integrated with Optimism, and its native token, $OP, gives holders voting rights in the Optimism Collective.

  17. FIL-RetroPGF Round 2: Key Dates and Overview
    1 upvote · 0 comments · · original on dspyt.com

    The Filecoin community is launching FIL-RetroPGF Round 2, a grant initiative to reward projects that showed significant impact between April and September 2024. Stage 1, Project Showcase, runs from September 30 to October 14, 2024, when participants submit a project name, category, 50-word description and URL to the designated GitHub thread. Badgeholders review applications from the Application Intake stage (October 14 to November 4, 2024) and evaluate and vote from November 11 to November 25, 2024. Approved projects are to receive funds through DRIPs starting in December 2024.

  18. DspytDAO - Fostering Innovation and Education in Web3 Technologies
    1 upvote · 0 comments · · original on dspyt.com

    DspytDAO is an organization that promotes open-source initiatives and innovation in the Web3 ecosystem, focusing on Blockchain, Python, JavaScript, and Next.js communities. It describes its work as providing resources, mentorship, and collaboration opportunities, along with community building, educational content such as YouTube tutorials, newsletters, blog posts, and podcasts, and project support for open-source contributors. The organization also states a commitment to advocating for greater diversity and inclusion in the tech ecosystem.

  19. SEI Blockchain: Latest Developments, Bridging, and Swapping Guide
    1 upvote · 0 comments · · original on dspyt.com

    The article is a guide to using the SEI blockchain, covering wallet setup, token acquisition, swapping, bridging and recent ecosystem funding. It says SEI can be added to MetaMask via Chainlist and explored through the seitrace.com block explorer, and that tokens can be withdrawn from KuCoin to a native SEI address. For swapping, it names DragonSwap, and for bridging, Stargate Finance. On funding, it reports that the Sei Creator Fund, with 10 million in funding, announced Round #2 focused on Creative Media and IP Development with a 250,000 matching pool, and that applications run through Gitcoin's Grants Stack using Quadratic Funding.

  20. Ethereum's zkEVM/zkVM: Security & Potential for Developing
    1 upvote · 0 comments · · original on dspyt.com

    Ethereum's development requires studying zkEVM/zkVM security, adoption in developing countries, and staking infrastructure, according to the article. It says recent audits by Hexens and Spearbit highlighted critical vulnerabilities in Polygon's zkEVM system, while zkEVM's potential advantages include increased L1 throughput, lower transaction and gas fees, and improved security. The article also calls for research into user experience, regulation, and infrastructure for Ethereum adoption in developing countries, and into scalability, security, and usability for staking infrastructure.

  21. Uniswap: Price Oracle Resilience & Theoretical Soundness
    1 upvote · 0 comments · · original on dspyt.com

    Uniswap is presented as a robust, theoretically sound on-chain price oracle, owing to its constant-product market model, resistance to manipulation, and bounded reserves. Under ideal conditions with no arbitrage and no exchange fees, its market price is said to align with the true market price, though minor divergences can occur in practice. Manipulation is described as costly and inefficient, especially for large-scale price changes. A bZx attack on 02/15/20, which drained the bZx smart contract of funds, is cited as underscoring the need for secure DeFi protocols.

  22. Exploring Three New De's in the Crypto Space: DePIN, DeSci, and DeSoc
    1 upvote · 0 comments · · original on dspyt.com

    The article argues that crypto attention should shift from DeFi toward non-financial sectors such as DePIN (physical infrastructure networks), DeSoc (social media) and DeSci (decentralized science). It says DePIN offers a decentralized alternative to traditional cloud infrastructure, and that demand for decentralized redundancy could rise as a hedge against Big Tech deplatforming. It cites friend.tech's distribution of $50 million to creators in its initial months after launch as a sign of promising revenue-sharing models in DeSoc. For DeSci, it notes that about 50% of tracked projects were built in the past year, and it names VitaDAO, which funds longevity and therapeutic projects, as a possible vehicle for a DeSci investment thesis.

  23. Addressing Low Participation Rates in AAVE Governance
    1 upvote · 0 comments · · original on dspyt.com

    The Dspyt team has launched an initiative to raise low participation in AAVE on-chain governance, which the article says stagnates at 2.4% of token holders, as reported by Messari. The article says most DAOs reach at most 40% participation and cites Karma's figure that ghost delegates make up an average of 53% of all delegates. Dspyt plans to analyze Aave, Karma, Tally and Snapshot data, reach inactive users, and publish educational content on Twitter and dspyt.com. The article also states that AAVE responded it does not currently fund projects in this area, citing the wealth of existing online resources.

  24. How to Panel data python – An easy introduction
    1 upvote · 0 comments · · original on dspyt.com

    This tutorial introduces panel data, which tracks the same cross-sectional units, such as countries, firms or individuals, over multiple time points, and shows how to analyze it in Python. It explains that panel data offers advantages over pure cross-sectional or time-series data, including controlling for unobserved characteristics and supporting causal inference. The author demonstrates the approach with the WHO crude birth rates data set from Kaggle, which covers 239 countries and regions and is wide and unbalanced. The walkthrough uses pandas, Matplotlib, and the linearmodels library to run a pooled OLS regression of birth rates.

  25. What is a reorg? Implications and Future Directions
    1 upvote · 0 comments · · original on dspyt.com

    Blockchain reorganizations, or reorgs, occur when validators disagree on the canonical chain, typically due to simultaneous block production, network latency, bugs, or malicious attacks. The article says reorgs delay transaction confirmations, worsen user experience, and increase node costs over time. It presents robust fork choice rules and Proof-of-Stake consensus, including Ethereum's Gasper fork choice rule and its Beacon Chain, as ways to reduce reorgs and strengthen network security.

  26. ETH Belgrade 2024: ZKPs on Mina, zkPassport and SoulBound NFTs
    1 upvote · 0 comments · · original on dspyt.com

    This article presents ZK proofs on the Mina blockchain, zkPassport and soulbound tokens as a path toward decentralized identity, sybil-resistant governance and off-chain data for Web3. It argues that Web3 lacks foundational identity components, which leaves users dependent on centralized platforms and custodial wallets. It states that Mina's fixed size of 22 KB sets it apart from traditional blockchains, which can be hundreds of gigabytes. It cites the zkPassport Core Grant proposal, which considers using passport data in Mina wallets, and notes that KYC could be used if zero-knowledge passport validation is not viable. It also describes ZKON's zkOracle partnership with the Mina Foundation.

  27. EVM Explorer - Tracking Smart Contract Transaction Data
    1 upvote · 0 comments · · original on dspyt.com

    EVM Explorer is a newly released open-source web interface for exploring and analyzing blockchain data, built with the BlockScout API and the viem library. It lets users search and track smart contracts and addresses across 9 EVM chains, including Ethereum Mainnet, Optimism, Base, Arbitrum, Polygon and Filecoin. Address pages show the latest 50 transactions, along with aggregate contract data such as transaction counts and gas usage, and token and contract pages can be copied as a text report or PNG image.

  28. DSPYT - into CodeVerse
    1 upvote · 0 comments · · original on dspyt.com

    DSPYT is a community-driven blog and research hub focused on data science, blockchain, and the tools that connect them. It publishes field notes, experiments, and practical guides, with a stated aim of offering practical insights at the intersection of the two fields. The team listed on the page includes Pavel Fedotov as founder, Dmitrii Fedotov as author, and Alexander Fedotov as front-end developer.