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Machine_Learning_Crypto_Trading

Machine Learning Crypto Trading Models Rank Extrema Well but Lose Money on Binance Spot, Audit Finds

Machine learning crypto trading models ranked cryptocurrency price extrema accurately, yet lost money as Binance Spot trading policies. Researcher Ayoub Jadouli of Abdelmalek Essaâdi University audited candle-based timing models and recorded negative net results after …
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bitcoin_as_money

Bitcoin as Money: Research Maps Structural Limits in Volatility, Scale and Security

A paper published in November 2025 by Hamoon Soleimani concludes Bitcoin as money faces structural barriers beyond price swings. The analysis applies Post-Keynesian and Austrian monetary theory, tests both with econometric data, and classifies Bitcoin …
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Solana Alpenglow

Solana Alpenglow Goes Live Oct. 21: 150 ms Finality

Solana Alpenglow reaches Solana mainnet on Wednesday, October 21, 2026. The mainnet activation starts at epoch 1064, at approximately 15:00 UTC, according to the Solana Foundation. Anza, the Agave client developer, lists 14:50 UTC. Testnet …
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Blockchain consensus mechanisms illustrated by a network of validators linking Bitcoin, Ethereum, XRP Ledger and CometBFT

Blockchain Consensus Mechanisms Compared Across Bitcoin, Ethereum, XRP Ledger and CometBFT

A comparative study of blockchain consensus mechanisms—including Bitcoin, Ethereum, Ripple, and Tendermint—evaluates peer-to-peer networks, native cryptocurrencies, transaction validation, block creation, consensus protocol design, and application development. Sources: ethereum.org, xrpl.org, CometBFT documentation, Bitcoin Whitepaper Bitcoin relies …
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Shared Sequencing and MEV: How Rollups Order Transactions

Shared Sequencing and MEV: How Rollups Order Transactions

Researchers at Matter Labs, the University of Toronto, Télécom Paris and Imperial College London mapped in 2023 how decentralized sequencers reshape transaction ordering on Ethereum rollups. Their framework links shared sequencing to maximal extractable value …
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