Unverified50% confidenceOpinionExact time
Zeng Ming divides industry development into three stages: the infrastructure popularization stage, the mass application explosion stage, and the native application stage.
1
Sources
50%
Confidence
Long-term
Relevance
10/23/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedZeng Ming believes that current computing power and foundation models are in the first stage of industry development (the infrastructure popularization stage).69% similarUnverifiedThe selection criteria for this list center on three dimensions: substantive technological breakthroughs, the likelihood of commercial scale-up, and actual impact on climate emissions reduction or energy transition.68% similarUnverifiedChina's economy was in a phase of structural adjustment in Q3 2026, with a drag from real estate coexisting with expansion of emerging industries.62% similarUnverifiedData from a survey paper shows that more than 3,000 new model architectures were proposed in the NAS field over approximately five years.61% similarUnverifiedThe development of model distillation is divided into three stages: the first stage (2015–2018) focused on model compression applied to computer vision, the second stage (2019–2021) expanded into the NLP domain, and the third stage (2022 to present) entered the large language model era and evolved into capability transfer60% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1091922API
curl https://kongchang.com/api/v1/knowledge/claims/1091922MCP
get_claim(id=1091922)