Unverified50% confidenceOpinionExact time
Working out the network architecture, data flow, and loss function design logic on a whiteboard before writing any code can save enormous trial-and-error costs, making slow whiteboard-based thinking even more important in the AI era.
1
Sources
50%
Confidence
Long-term
Relevance
8/31/2026
First Seen
Sources
Related Entities
Related Claims
Unverified在AI编程场景下，提前用最小原型验证核心技术路径可行性比一开始就追求功能完善更关键，因为核心路径走不通越早发现损失越小73% similarUnverifiedAnti-AI fonts still have substantive defensive effects against low-cost data scraping that relies on cheap automated tools, but are difficult to stop frontier large models.71% similarUnverifiedRich Sutton concluded in 'The Bitter Lesson' that in the long run, the approach of 'more computing power + simpler algorithms' will surpass approaches that hard-code human domain knowledge into AI systems.71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/832821API
curl https://kongchang.com/api/v1/knowledge/claims/832821MCP
get_claim(id=832821)