Unverified50% confidenceOpinionExact time
For AI vendors, customers becoming rational means the sales logic must shift from selling 'possibilities' to selling 'certain results,' and must provide clearer ROI calculation support.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/15/2026
First Seen
Valid until: 1/13/2027
Sources
Related Entities
Related Claims
UnverifiedAI产品的商业逻辑最终受制于算力成本这条硬约束,只有创造可量化价值让用户付费的专业场景才能跑通商业闭环77% similarUnverifiedThe logic of making shareholders pay for AI risks stems from the fact that shareholders are the ultimate beneficiaries of a company and the actual controllers of major decisions.77% similarUnverified对于需要理解业务语义的场景,AI可能给出语法正确但业务逻辑错误的修复76% similarUnverifiedCombining AI assistance with paper trading is suitable for validating strategy logic and familiarizing oneself with analytical tools, but transitioning from paper trading to live trading still requires caution.75% similarUnverifiedAI 编程时代人的价值前移到产品定义层面,用户无需懂技术细节但需清晰表达产品逻辑和流程75% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1040008API
curl https://kongchang.com/api/v1/knowledge/claims/1040008MCP
get_claim(id=1040008)