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Observations on Huawei's Internal AI Model Selection and Personnel Reassignment Mechanisms

Observations on Huawei's Internal AI Model Selection and Personnel Reassignment Mechanisms

@shao__meng

刚刚面试以为 HW 候选人，有两件事挺有意思。

• HW 对外 2B/2G 产品优先考虑软硬件结合方案，搭配自家某腾服务器，而 LLM 选择是千问，而不是盘古，而且是千问 3.0，不选盘古的原因，是业务评测没通过。

• 华为内部有「输送」制度，当一个部门业绩不好时，会考虑把部分研发直接输送到业务团队，做销售经理，不是建议，是直接通知，通知一周后强制参加「技能转换预备队」的培训，培训后上岗。

Apr 1, 2026, 4:46 AM View on X

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900 Views  meng shao @shao__meng

One Sentence Summary

Huawei prioritizes hardware-software integration for B2B/B2G solutions, opting for Qwen over Pangu for LLMs due to evaluation results; the tweet also reveals Huawei's internal policy of forcibly transferring R&D staff to sales roles.

Summary

This tweet shares two industry insights gained from interviewing a Huawei candidate. First, Huawei prioritizes integrated software-hardware solutions for external business, and in terms of LLM selection, chose Alibaba's Qwen 3.0 over their self-developed Pangu model because the latter failed business evaluations. Second, the tweet exposes Huawei's internal 'transfer' system, where R&D personnel from underperforming departments are forcibly reassigned to sales roles. These details reflect Huawei's pragmatic approach to AI implementation and the pressures of internal organizational adjustments.

AI Score

78

Influence Score 1

Published At Today

Language

Chinese

Tags

Huawei

LLM

Qwen

Pangu

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Observations on Huawei's Internal AI Model Selection and ...