Unverified50% confidenceSolutionExact time
Hishob's core design principle is "code computes, model explains": all totals, averages and matching are computed by code, the model is only responsible for finding correlations, explaining causes and suggesting actions, and the model never does money addition.
1
Sources
50%
Confidence
Long-term
Relevance
10/18/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe core logic of model routing is that no single model performs optimally on all tasks; therefore, the orchestration layer dynamically determines at runtime which task is assigned to which model, balancing quality, speed, and cost.68% similarUnverified高层意图驱动的Prompt设计只向模型传达最终目标和核心约束，将中间路径规划权下放给模型，类似于声明式编程67% similarUnverifiedThe author's methodological summary is: rank models by their floor rather than their average, build systems that do not require models to be self-aware and use code to verify every statement they make, and score yourself with the same benchmark.67% similarUnverifiedThis design separates deterministic safety constraints from probabilistic model reasoning: the model is responsible for understanding the materials, extracting features, and generating an assessment opinion, while the final veto power rests in code logic that cannot be altered by prompts.66% similarUnverifiedThe core idea of deterministic orchestration is to use a script to hold the control loop (maintaining the task list, dispatching delegations, collecting results, deciding the next step), with the model invoked only for planning and evaluation and never needing to remember what it dispatched.65% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1059196API
curl https://kongchang.com/api/v1/knowledge/claims/1059196MCP
get_claim(id=1059196)