Crypto Threads - The latest news and insights from the crypto world

Stablecoin Risks on Ethereum: A Systemic and Structural Analysis

By Meta Maven

Bitcoin Supply and Issuance Schedule Explained

TRADING

Weekly Crypto Recap: Crypto Pullback on Global Tensions

From GARCH to Orderbook ML: Building a 10-Second Volatility Radar (Final Part)

Data Fights Back: Bitget Radar Fails (Part 2)

By Lucas Nog

INSIGHTS

Inside CLARITY Act Civil War & Coinbase: The $6.6 Trillion Risk

Perp DEXs vs the Tab-Switching Tax: The New Trading Edge

From PayPal to X: Elon Musk’s 25-Year Financial Vision

Hot Topic

Ethereum Validators: The Security Pillar of the Proof-of-Stake Network

Weekly Crypto Recap: Crypto Pullback on Global Tensions

Volume vs. PnL in PERPTools: Read Activity, Read Consequence

By Block Scout

From GARCH to Orderbook ML: Building a 10-Second Volatility Radar (Final Part)

In this final part, we move from classic GARCH to modern machine learning on Binance orderbook data. We compare GARCH’s volatility forecasts with tree-based models like XGBoost and LightGBM and explain the core mechanisms behind

Perp DEXs vs the Tab-Switching Tax: The New Trading Edge

Learn how 2025’s top Perp DEXs are redefining DeFi by reducing the Tab-Switching Tax and delivering CEX-level speed, clarity, and unified trading workflows.

From GARCH to Orderbook ML: Building a 10-Second Volatility Radar (Final Part)

Perp DEXs vs the Tab-Switching Tax: The New Trading Edge

Learn how 2025’s top Perp DEXs are redefining DeFi by reducing the Tab-Switching Tax and delivering CEX-level speed, clarity, and unified trading workflows.

Open Interest Analysis: Gauging Market Strength

Learn Open Interest (OI) for perp futures: spot leverage pressure early, avoid wick traps, and manage risk faster using PERPTools

Tusky Opens Testnet on Walrus: Detailed Information About the User Experience Program

Tusky testnet airdrop guide: connect a Sui wallet, create an encryption key, open a vault, upload files, and share feedback early

Succinct Testnet Airdrop Guide: $55 Million Funded ZKP Infrastructure Project

Join the Succinct airdrop: access testnet, play games to earn Stars, stake PROVE, and claim Discord roles early—no KYC required

Bitcoin Sound Money: Rules, Scarcity, Settlement

Bitcoin sound money explained: brief history, clear framework, plus a direct Bitcoin vs gold vs fiat table using 2025 data and major-source reporting

Order Books & Volatility: Part 1—Reality Check

Before using ML for crypto volatility, see why indicators hit a ceiling, how the order book flags liquidity stress, and why PR-AUC matters more than accuracy.

By Lucas Nog

From PayPal to X: Elon Musk’s 25-Year Financial Vision

Elon Musk is building X into a financial super app with X Money, XChat, and Smart Cashtags, linking content, data, and transactions in one platform.

Open Interest Analysis: Gauging Market Strength

Learn Open Interest (OI) for perp futures: spot leverage pressure early, avoid wick traps, and manage risk faster using PERPTools

Tusky Opens Testnet on Walrus: Detailed Information About the User Experience Program

Tusky testnet airdrop guide: connect a Sui wallet, create an encryption key, open a vault, upload files, and share feedback early

Succinct Testnet Airdrop Guide: $55 Million Funded ZKP Infrastructure Project

Join the Succinct airdrop: access testnet, play games to earn Stars, stake PROVE, and claim Discord roles early—no KYC required

Bitcoin Sound Money: Rules, Scarcity, Settlement

Bitcoin sound money explained: brief history, clear framework, plus a direct Bitcoin vs gold vs fiat table using 2025 data and major-source reporting

Order Books & Volatility: Part 1—Reality Check

Before using ML for crypto volatility, see why indicators hit a ceiling, how the order book flags liquidity stress, and why PR-AUC matters more than accuracy.

By Lucas Nog

From PayPal to X: Elon Musk’s 25-Year Financial Vision

Elon Musk is building X into a financial super app with X Money, XChat, and Smart Cashtags, linking content, data, and transactions in one platform.