Singapore, 25 August 2026 – Artificial intelligence competition is becoming a price war as increasingly capable Chinese open-weight models challenge the cost structure of closed frontier systems. DeepSeek, Alibaba’s Qwen and Moonshot’s Kimi are pressing the market towards cheaper access, shifting the investment debate from benchmark leadership to the economics of serving real workloads.
Open-weight models allow users to download and modify trained parameters under applicable licence terms. They do not necessarily disclose the training code, underlying data or complete development recipe. For enterprises, the distinction matters because access to model weights can support customisation and deployment control without eliminating governance, security or integration costs.
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