Liang Wenfeng's 15 key takes from investor meeting: Those who take less beat those who take more

Liang Wenfeng made 15 bold predictions in a 4-hour investor meeting: NVIDIA's ecosystem to be replaced by Huawei within a year; OpenAI's failure due to desire for monopoly; singularity as a gradual process; six-stage AI roadmap; no super-app strategy; China's AI gap with US is one year but 20x less compute; half of researchers labeling data; worst case API sales can sustain a listed company; no overtime, no KPI. Core philosophy: give up profiteering, open-source, no monopoly to win.

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