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Deep & Emerging Tech·October 30, 2026·1 min read

Tokyo Electron’s Outlook Beats Estimates While AI Spending Grows

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Tokyo Electron beating outlook on faster AI-related capex is another data point that the equipment cycle is tracking AI demand more than general compute. If you depend on advanced nodes, assume tool lead times and pricing will be set by AI buyers’ urgency, not your own forecasts.

Deep & Emerging Tech

TRM Labs attributes the Binance hack to North Korea-based TraderTraitor, which drained ~$6.36B from Binance wallets across 10 blockchains, mostly in ~20 minutes

A North Korea-linked group allegedly draining $6.36 billion across 10 blockchains in about 20 minutes shows state-level actors can now execute multi-chain attacks at industrial speed. Any infrastructure touching on-chain assets needs real-time anomaly detection and circuit breakers that assume coordinated, cross-chain exploits, not isolated bugs.