Model Perspective
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Model Perspective

Insights, knowledge, and enjoyment from a mathematical modeling researcher and educator. Hosted by Haihua Wang, a modeling instructor and author of "Clever Use of Chat for Mathematical Modeling", "Modeling: The Mathematics of Thinking", "Mathematical Modeling Practice: A Hands‑On Guide to Competitions", and co‑author of "Mathematical Modeling: Teaching Design and Cases".

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Latest from Model Perspective

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Model Perspective
Model Perspective
Mar 25, 2026 · Industry Insights

How Interview Order Shapes Graduate Exam Scores: A Simple Mathematical Model

This article builds a simple additive model to explain how interview order influences graduate exam scores through reference bias and evaluator fatigue, analyzes their combined impact on candidates of different ability levels, and offers practical advice for applicants despite institutional safeguards.

BiasModelingPsychology
0 likes · 10 min read
How Interview Order Shapes Graduate Exam Scores: A Simple Mathematical Model
Model Perspective
Model Perspective
Mar 22, 2026 · Industry Insights

Will AI Make Programmers Unemployed? A Simple Model to Assess Risk

The article examines whether AI will replace programmers or merely reshape their value, distinguishing unemployment from wage depreciation, proposing a simplified exponential decay model that combines industry replacement rate and an individual irreplaceability coefficient, and shows how judgment, business understanding, and organizational skills become critical for career longevity.

AIcareerindustry insights
0 likes · 11 min read
Will AI Make Programmers Unemployed? A Simple Model to Assess Risk
Model Perspective
Model Perspective
Mar 20, 2026 · Artificial Intelligence

How to Build a No‑Code AI Agent for Fast Book Summarization

This article walks through the design and implementation of a no‑code AI reading agent that parses, splits, and summarizes books chapter by chapter, explaining why the tool serves as a pre‑reading filter rather than a replacement for deep study.

AILarge Language ModelReading Efficiency
0 likes · 10 min read
How to Build a No‑Code AI Agent for Fast Book Summarization
Model Perspective
Model Perspective
Mar 16, 2026 · Fundamentals

Why Rational Partners Betray: Game Theory Behind Business Backstabbing

The article uses game‑theoretic models such as the Prisoner's Dilemma, the Folk Theorem, and information‑asymmetry analysis to show that backstabbing in business is a structurally rational choice driven by payoff incentives, discount factors, and hidden information, and it offers concrete strategies to mitigate the risk.

Game Theorybetrayalbusiness strategy
0 likes · 13 min read
Why Rational Partners Betray: Game Theory Behind Business Backstabbing
Model Perspective
Model Perspective
Mar 16, 2026 · Artificial Intelligence

Can AI‑Generated “Silicon Samples” Replace Real Survey Respondents?

The article explains how large language models can simulate virtual respondents—called silicon samples—to generate synthetic survey data, outlines the four fidelity criteria for evaluating their credibility, and demonstrates practical workflows with the open‑source EDSL Python library.

Artificial IntelligenceEDSLLLM
0 likes · 14 min read
Can AI‑Generated “Silicon Samples” Replace Real Survey Respondents?
Model Perspective
Model Perspective
Mar 15, 2026 · Operations

What Unreasonable Hospitality Teaches About Service Differentiation

The book “Unreasonable Hospitality” uses a $2 hot‑dog story from Eleven Madison Park to illustrate how a blend of flawless service and personalized hospitality, guided by the 95/5 rule and a “Dreamweaver” role, can create emotional connections that differentiate any service‑focused organization.

Managementcustomer experiencehospitality
0 likes · 8 min read
What Unreasonable Hospitality Teaches About Service Differentiation
Model Perspective
Model Perspective
Mar 14, 2026 · Fundamentals

When Being Too Smart Holds You Back: A Risk‑Aversion Model Explained

This article models "smartness" as high risk aversion, showing how excessive caution and over‑reliance on short‑term signals can cause decision makers to miss high‑expectation, high‑uncertainty opportunities, with hidden long‑term costs revealed through compounding effects.

behavioral economicsdecision makinglong-term compounding
0 likes · 8 min read
When Being Too Smart Holds You Back: A Risk‑Aversion Model Explained
Model Perspective
Model Perspective
Mar 14, 2026 · Fundamentals

Why Our Perception of Risk Varies: Lessons from The Art of Uncertainty

The article explores David Spiegelhalter's book on uncertainty, explaining how probability reflects personal ignorance, detailing Bayesian versus frequentist views, and illustrating real-world applications such as COVID risk communication, sports luck, and investment performance.

BayesianUncertaintydecision making
0 likes · 11 min read
Why Our Perception of Risk Varies: Lessons from The Art of Uncertainty