Unverified50% confidenceSolutionExact time
One should deliver an actually usable AI outcome in a real business context, rather than a toy demo made during personal time
1
Sources
50%
Confidence
Long-term
Relevance
10/4/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedDefining the framework first and then having AI fill in the functionality within that framework is what produces programs truly usable in production—this is the dividing line between a toy and a product.77% similarUnverifiedKnowing how to use AI automation tools is itself no longer a competitive barrier; what is truly scarce is the ability to embed tools into real business processes and solve specific problems.76% similarUnverified面对新模型和新产品的信息过载，更明智的做法是关注AI技术能真正解决什么实际问题和创造什么真实价值，而非被营销噱头牵引76% similarUnverifiedThe author believes that the truly valuable products of the future are AI-type applications (such as AI e-commerce, digital humans, automation systems, and AI enterprise platforms), rather than simple chatbots.75% similarUnverifiedAI creative tools are moving from technology demonstrations toward interactive online product experiences.74% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/973132API
curl https://kongchang.com/api/v1/knowledge/claims/973132MCP
get_claim(id=973132)