Unverified50% confidenceProductExact time
The self-developed iCe intelligent testing platform adopts a four-layer architecture and has a built-in large model gateway that can uniformly connect to models such as GLM Flash and DeepSeek.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/22/2026
First Seen
Valid until: 12/21/2026
Sources
Related Entities
Related Claims
UnverifiedThe author's summarized experience in selecting AI models is: use DeepSeek Flash for single-module tasks, and use DeepSeek Pro (paid version) for tasks involving two or three or more modules.73% similarUnverifiedDeepSeek-V4-Flash adopts a MoE (Mixture of Experts) architecture, activating only a small number of experts per token through sparse activation.71% similarUnverifiedTesters consider DeepSeek Flash to be the first open-weight model that is truly proficient at training machine learning models.71% similarUnverifiedDeepSeek V4.1 Flash was in closed beta during testing, but could be accessed normally by directly calling the model ID.71% similarUnverifiedIn AutoML tasks, DeepSeek Flash can autonomously formulate plans, perform feature selection, run multiple sets of hyperparameter experiments, and proactively identify and eliminate features with data leakage.70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/941497API
curl https://kongchang.com/api/v1/knowledge/claims/941497MCP
get_claim(id=941497)