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Chronicles

The story behind the story

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Ant is developing LLM tech for ChatGPT-style services under “Zhen Yi”, a project by a dedicated unit using in-house research; Ant invested ~$2.8B in R&D in 2022

Jack Ma-backed Ant Group Co. is developing large-language model technology that will power ChatGPT-style services …

Bloomberg Lulu Yilun Chen

Context & Ripple Effects

Ant's Zhen Yi project puts it into a consumer chatbot race that began months earlier: Tencent stood up its HunyuanAide team in February 2023, following Alibaba and Baidu, and Ant's ~$2.8B of 2022 R&D gives it the budget to enter late but at scale.

The arc that follows shows why this matters — within three months Ant shipped a financial LLM powering Zhixiaobao and Zhixiaozhu (its wealth-management and insurance tools), then pushed research spending to a record ~$2.9B in 2023 while building BaiLing.

First-order effects

  • Ant redirects a dedicated unit and its ~$2.8B annual R&D budget toward general chatbot technology, directly entering competition with Tencent's HunyuanAide effort and Alibaba's and Baidu's models.

Second-order effects

  • With Baidu, Alibaba and Tencent ahead in generic assistants, Ant's differentiation runs through its own data moat — the 87M businesses served by Ant and MYbank push it toward finance-specific models rather than head-on chatbot rivalry.

Third-order effects

  • The pattern points to China's post-crackdown platforms reorganizing around AI: Jack Ma is quietly leading Alibaba's own pivot, and Ant's earlier talks to place its credit-scoring data under state-owned control suggest these labs are building models designed to be state-compatible from the start.

The trend: China's largest platforms are converting payments-and-data franchises into AI labs, with each firm specializing around the dataset it already controls.