Unverified50% confidenceOpinionExact time
The author's conclusion: when the harness is well designed, the same runtime can adapt to vastly different business logic through natural-language profiles.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/26/2026
First Seen
Valid until: 1/24/2027
Sources
Related Entities
Related Claims
UnverifiedThe mediation logic of this experiment drew on the "interest-based negotiation" approach from professional human mediation.66% similarUnverifiedAs large language model-driven agents take on an increasing number of business processes, a sustained structural demand for human on-site verifiers will be created.63% similarUnverifiedFor the same task, output quality may differ by orders of magnitude depending on the prompting strategy used.63% similarUnverified靠卖闭源API盈利与把模型权重交给企业去微调这两件事在商业逻辑上天然冲突62% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1098517API
curl https://kongchang.com/api/v1/knowledge/claims/1098517MCP
get_claim(id=1098517)