How data, AI, and infra reshape market risk and structure
Inside Crypto’s Market Plumbing
This cluster explores the microstructure of crypto markets and the emerging tooling to monitor, trade, and safeguard them. It covers AI-based detection of Web3 manipulation and social coordination, liquidity and order-book attack risks, and analytics like BTC perpetual long/short ratios, liquidation maps, and on-chain demand flows. It also highlights market-making algorithms, orderflow indicators, OEMS trading terminals, and exchange observability with OpenTelemetry, plus new venues like AI-agent-enabled prediction markets. Together, these pieces show how sophisticated infrastructure and surveillance are becoming essential to managing risk and integrity in digital asset markets.