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Chinese AI Labs Develop Custom Chips to Cut Costs, Face High Investment Risks

ai-technology · 2026-07-09

Chinese AI labs are ramping up their investments in developing their own chips, aiming to cut costs in the long run and enhance how well their hardware and software work together, which is a trend seen globally. Still, experts warn that this strategy comes with significant financial risks due to the hefty upfront costs involved. Arisa Liu, who is the chief director at Taiwan Industry Economics Services, pointed out that the main objective is to boost the synergy between hardware and software while lowering expenses over time. Paul Triolo from DGA-Albright Stonebridge Group highlighted in his AIStackDecrypted newsletter that leading Chinese developers now view silicon as a key part of their models. Meanwhile, Hangzhou's startup DeepSeek has been quietly recruiting chip-design talent without announcing job openings, as two insiders revealed. According to Reuters on Tuesday, DeepSeek's custom AI inference chip project started about a year ago and is still in its early phases, allowing for optimization tailored to their specific architecture, the DeepSeek-R1 model.

Key facts

  • Chinese AI labs are pursuing proprietary chips to lower costs.
  • Custom silicon allows hardware optimization for specific AI architectures.
  • Arisa Liu from Taiwan Industry Economics Services commented on the motivation.
  • Paul Triolo from DGA-Albright Stonebridge Group discussed the strategic view of silicon.
  • DeepSeek is hiring chip-design talent without public job postings.
  • DeepSeek's custom AI inference chip plans started a year ago and are early stage.
  • The strategy carries risk due to massive upfront investments.
  • DeepSeek is based in Hangzhou.

Entities

Institutions

  • Taiwan Industry Economics Services
  • DGA-Albright Stonebridge Group
  • DeepSeek
  • Reuters

Locations

  • China
  • Hangzhou
  • Taiwan

Sources