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Showing posts with the label machine learning

Machine learning algorithm predicts XRP price on September 1, 2025

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The upcoming couple of weeks are shaping up to be a critical period for XRP, with the U.S. Securities and Exchange Commission (SEC) postponing its decisions on new spot exchange-traded funds (ETFs) until October and Ripple awaiting a U.S. banking license decision scheduled for the same month. Whales have also accumulated roughly 900 million XRP (worth around $2.7 billion) in August, and XRP Ledger is gaining traction, with its Ethereum (ETH) Virtual Machine (EVM) compatible sidechain reaching $105 million in total value locked. XRP price prediction To set an XRP price target for September 1, 2025, Finbold’s AI prediction tool used multiple LLMs to generate an average forecast for improved accuracy while incorporating momentum-based indicators into its context. According to the AI, the average XRP price on September 1 will be $3.28, implying a 9.08% upside from the current price of $3.02. AI price prediction for XRP. Source: Finbold Claude 4 Sonnet was the m...

Can Machine Learning Improve DeFi Security?

Can Machine Learning Improve DeFi Security? The decentralized finance (DeFi) ecosystem has experienced exponential growth in recent years, offering users financial services without intermediaries. However, this innovation comes with risks—smart contract vulnerabilities have led to billions of dollars in losses due to hacks and exploits. As the industry searches for solutions, artificial intelligence (AI) and machine learning (ML) have emerged as potential tools to enhance DeFi security. But can AI truly make smart contracts more secure? The Challenges of Smart Contract Security Smart contracts are self-executing agreements written in code and deployed on blockchains. While they remove the need for intermediaries, they are also vulnerable to coding errors, logic flaws, and unforeseen attack vectors. Some common security risks include: Reentrancy Attacks – Malicious contracts repeatedly call a function before its previous execution is completed, allowing an attacker to drain funds. Fla...