ComputeLabs Research

AI & Compute Infrastructure — October 31, 2026

Edition of · 19 stories

Macro, Policy & Capital

U.S.-listed Luda Technology Group (LUD) announced acquiring 55% of a provider covering data centers, high-performance compute leasing, and quantum-computing operations.

Financial_Express reports that Luda Technology Group announced the acquisition of a 55% equity stake in Asia Computing Network and Quantum Computing Technology Co., Ltd., referred to in the message as “Asia Computing.” The source identifies Luda as U.S.-listed under LUD, but does not specify its exchange or legacy business.

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China’s October manufacturing purchasing managers’ index fell to 49.3, from 50.1 in September; high-technology manufacturing registered 51.3.

China’s official manufacturing purchasing managers’ index (PMI) declined 0.8 points to 49.3, returning below the expansion threshold. The National Bureau of Statistics attributed the slowdown partly to demand released before the National Day holiday and a complex international environment; production and new-order indices fell to 49.8 and 49.4, respectively, while new export orders registered 48.7.

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Chips, GPUs & Systems

Memory maker ChangXin Memory Technologies validated engineering samples of its sixth-generation platform using 4F² vertical-channel dynamic random-access memory.

ChangXin Memory Technologies disclosed the validation milestone during its October 30 third-quarter earnings discussion. The reports identify this as the company’s first explicit confirmation that its sixth-generation process platform uses 4F² vertical-channel dynamic random-access memory (DRAM), following earlier presentations about the architecture at academic forums.

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Power, Grid & Data Centers

Cloud & Compute Infrastructure

AI Models, Software & Research

DeepSeek’s Super-agent architecture already powers continuously running internal instances handling bug reproduction, fixes, code-review responses, and development work.

DeepSeek’s Harness team published “Super-agent Design Exploration: Toward More Autonomous Agent Systems” on October 31. Its stated starting point is that conventional agents operate through independent sessions, leaving people responsible for coordinating multiple tasks and synchronizing context.

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