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  • UTXO vs Account Model: Balances, Change, and Concurrency

    UTXO vs Account Model: Balances, Change, and Concurrency

    The most obvious difference between the UTXO and account models appears the moment you open your wallet and check your balance. The "balance" shown in a Bitcoin wallet is not a single number stored so
    3 / October 22, 2026
  • Keccak vs SHA3: Why Results Differ and How to Verify Encoding and Hashes

    Keccak vs SHA3: Why Results Differ and How to Verify Encoding and Hashes

    Keccak-256 and SHA3-256 give different results for one simple reason: the padding bytes are not the same. Keccak uses 0x01, while the NIST-standardized SHA3 changed it to 0x06. With the same input, th
    3 / October 22, 2026
  • Dash Project Research: Payments, Platform, and Upgrade Boundaries

    Dash Project Research: Payments, Platform, and Upgrade Boundaries

    Dash's payment functionality has always worked on-chain, but its "Platform" and "upgrade boundaries" are two separate things that need to be looked at differently. The payment layer (Core chain) featu
    3 / October 22, 2026
  • Is Firo Privacy Reliable? Spark Mechanism and Vulnerability Fix

    Is Firo Privacy Reliable? Spark Mechanism and Vulnerability Fix

    Firo's privacy reliability went through a real stress test in 2026. In August, the Spark protocol was found to have a supply integrity vulnerability that allowed coin forgery in multi-input transactio
    3 / October 22, 2026
  • How to Calculate the Sortino Ratio? Downside Risk and Strategy Comparison

    How to Calculate the Sortino Ratio? Downside Risk and Strategy Comparison

    The Sortino ratio formula itself is just one line: (average return - target return) / downside deviation. What really causes different people to get different results, or even wrong conclusions, is th
    3 / October 22, 2026
  • Connors RSI in Practice: Three Calculations and Reversal Misjudgment

    Connors RSI in Practice: Three Calculations and Reversal Misjudgment

    Connors RSI's reversal signals often "come too early." This is not a parameter tuning problem—it is a built-in characteristic of the indicator itself. TradingView's official documentation openly admit
    3 / October 22, 2026
  • How to Keep IPFS Files Available Long-Term: Pinning, Backup, and Recovery

    How to Keep IPFS Files Available Long-Term: Pinning, Backup, and Recovery

    IPFS itself does not guarantee that files stay available long-term. It is only a content-addressed network that tells you where to find files, but nobody is obligated to keep your files forever. To ma
    3 / October 22, 2026
  • How to Set Guild Community Permissions? Conditions, Syncing, and Revocation

    How to Set Guild Community Permissions? Conditions, Syncing, and Revocation

    Guild's permission logic can be summed up in one sentence: you set conditions, Guild automatically assigns roles, and automatically revokes them when conditions are no longer met. It does not require
    3 / October 22, 2026
  • How to Calculate a CREATE2 Address? Prediction and Verification Before Deployment

    How to Calculate a CREATE2 Address? Prediction and Verification Before Deployment

    The CREATE2 address formula itself is just one line: keccak256(0xff ++ deployer ++ salt ++ keccak256(init_code))[12:]. But predictions before deployment often go wrong. The reason is almost never the
    8 / October 21, 2026
  • How to Verify Ethereum State Proofs? Balance, Storage, and Trusted Blocks

    How to Verify Ethereum State Proofs? Balance, Storage, and Trusted Blocks

    Verifying an Ethereum state proof comes down to one core action: take the Merkle path returned by eth_getProof, hash upward from the leaf node level by level, and check whether the final root matches
    8 / October 21, 2026
  • What Is Decred For? DCR Voting, Treasury, and Security Boundaries

    What Is Decred For? DCR Voting, Treasury, and Security Boundaries

    Decred's purpose focuses on three things: buying tickets with DCR to gain on-chain voting rights, using tickets to decide how treasury funds are spent, and using a hybrid PoW/PoS structure to make uni
    7 / October 21, 2026
  • Why Does Nano Have Zero Fees? XNO Payments and Anti-Spam Mechanism

    Why Does Nano Have Zero Fees? XNO Payments and Anti-Spam Mechanism

    Nano's zero fees are not a marketing slogan. They are a direct result of its ledger structure: each transaction only updates the sender's and receiver's own account chains. There are no miners or vali
    7 / October 21, 2026
  • How to Calculate Volatility Target Position Size? Exposure, Rebalancing, and Risk

    How to Calculate Volatility Target Position Size? Exposure, Rebalancing, and Risk

    The core formula for volatility target position sizing is simple: Position size = Target volatility ÷ Realized volatility. If you set an annualized target volatility of 20% for an asset, and its annua
    7 / October 21, 2026
  • How to Read the Coppock Curve? Long-Term Turning Points and Bottom-Fishing Mistakes

    How to Read the Coppock Curve? Long-Term Turning Points and Bottom-Fishing Mistakes

    The most common misunderstanding about the Coppock Curve is treating it as a "bottom-fishing signal light": when the curve crosses above the zero line from below, people think the bottom has arrived a
    9 / October 21, 2026
  • How Does Sourcify Verify Contracts? Source Matching and Result Checking

    How Does Sourcify Verify Contracts? Source Matching and Result Checking

    Sourcify's core verification process involves one main step: submit your compilation output, let it recompile using the same source code and compiler settings, then compare it against the on-chain byt
    7 / October 21, 2026
  • How to Apply for Octant Grants? Eligibility, Materials, and Round Verification

    How to Apply for Octant Grants? Eligibility, Materials, and Round Verification

    As of 2026, Octant's grant application process can no longer be understood through the traditional flow of "fill out a form, wait for review, receive money." An announcement from the Golem Foundation
    9 / October 21, 2026
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