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 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.

Customer ExperienceManagementhospitality
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.

Bayesiandecision makingprobability
0 likes · 11 min read
Why Our Perception of Risk Varies: Lessons from The Art of Uncertainty
Model Perspective
Model Perspective
Mar 12, 2026 · Artificial Intelligence

Do Names Shape Our Faces? The Science Behind Name-Face Matching

Recent studies, including a 2017 experiment and a 2024 PNAS analysis, reveal that adults can be identified by name‑linked facial cues at rates above chance, suggesting that social expectations and long‑term behavioral feedback subtly influence mutable facial features, while children show no such effect.

Machine Learningbehavioral sciencefacial perception
0 likes · 10 min read
Do Names Shape Our Faces? The Science Behind Name-Face Matching
Model Perspective
Model Perspective
Mar 11, 2026 · Artificial Intelligence

Unlocking the Five‑Source Model: A Practical Guide to AI‑Assisted Academic Writing

The article reviews the book “AI Writing Breakthrough: The Five‑Source Model” and explains its five‑element framework—prompt, structure, fed material, template, and human calibration—showing how each dimension influences AI‑generated academic text, offering practical examples, modeling insights, and tips for effective AI‑assisted writing.

AI writingacademic writingfive-source model
0 likes · 14 min read
Unlocking the Five‑Source Model: A Practical Guide to AI‑Assisted Academic Writing
Model Perspective
Model Perspective
Mar 8, 2026 · Artificial Intelligence

Deploy OpenClaw AI Agent on Your Server and Connect It to Feishu

This guide walks you through preparing the environment, installing OpenClaw, configuring its onboarding, creating a Feishu custom app, setting up event subscriptions and permissions, and finally pairing the AI agent so it can respond to Feishu messages.

AI agentFeishuNode.js
0 likes · 15 min read
Deploy OpenClaw AI Agent on Your Server and Connect It to Feishu
Model Perspective
Model Perspective
Mar 3, 2026 · Operations

How Long Can Iran’s Missile Arsenal and US THAAD Last in the 2026 Conflict?

A detailed three‑equation dynamic model estimates the depletion rates of Iran’s ballistic missiles and the US‑Israel THAAD interceptors during the 2026 Middle‑East clash, revealing that THAAD runs out in about 2‑3 days while Iran’s effective missile window shrinks to roughly two weeks under high‑intensity fighting.

Iranian ballistic missilesTHAAD depletionconflict analysis
0 likes · 9 min read
How Long Can Iran’s Missile Arsenal and US THAAD Last in the 2026 Conflict?