PulseAugur
EN
LIVE 22:52:25
中文(ZH) “五类人AI替代不了,企业做第二名最稳妥” | 昆仑万维方汉@AIGC2026

Kunlun Wanwei CEO: AI won't replace 5 types of people, aim for 2nd in AI race

Kunlun Wanwei Chairman and CEO Fang Han stated that experience is no longer a competitive advantage in the AI era, as AI can easily replace roles that are closed-loop and fault-tolerant. He believes that jobs requiring high judgment and accountability, such as those involving storytelling, idea generation, defining beauty, system building, and paradigm shifting, will remain irreplaceable. Fang Han also noted that token consumption is becoming a new metric for AI strength, with significant disparities between average users and heavy users, and advised companies to aim for the second position in AI implementation to balance innovation costs and market capture. AI

IMPACT Offers strategic advice for businesses navigating AI adoption, emphasizing irreplaceable human roles and market positioning.

RANK_REASON The cluster contains an opinion piece from a company executive discussing the impact of AI on the job market and business strategy.

Read on 量子位 (QbitAI) →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Kunlun Wanwei CEO: AI won't replace 5 types of people, aim for 2nd in AI race

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Commentary
The cluster contains an opinion piece from a company executive discussing the impact of AI on the job market and business strategy.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
opinion, product
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
138 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. 量子位 (QbitAI) TIER_1 中文(ZH) · 一水 ·

    "Five types of people AI cannot replace, and being second is the most stable strategy for companies" | Kunlun Wanwei Fang Han @AIGC2026

    “AI时代经验不再是护城河”