Verified65% confidenceOpinionExact time
The widespread adoption of AI tools has created a 'skill commoditization' effect, making price competition the primary means of differentiation and shifting value premiums to higher-order capabilities that AI cannot replace.
3
Sources
65%
Confidence
Long-term
Relevance
7/25/2026
First Seen
Sources
Related Claims
VerifiedAs the capabilities of underlying models tend toward homogenization, differentiated competition at the AI application layer will occur at the level of workflow orchestration and domain knowledge accumulation.80% similarVerifiedAI capability itself constitutes a 'meta factor of production' — not merely a product, but a tool for producing other products — and when generational gaps emerge, the lagging side faces a dual disadvantage in R&D efficiency and product competitiveness80% similarVerifiedThe real competition brought by AI tools is the divide between "people who can use AI" and "people who cannot use AI".79% similar
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