John Buchanan -
From Actuarial Science to Educational Support

John Buchanan - From Actuarial Science to Educational SupportJohn Buchanan - From Actuarial Science to Educational SupportJohn Buchanan - From Actuarial Science to Educational Support
  • John Buchanan
  • AI Resources
  • WWBFD
  • Movies
  • BIO
  • Contact
  • ADDITIONAL INFO
  • Developer Info
  • More
    • John Buchanan
    • AI Resources
    • WWBFD
    • Movies
    • BIO
    • Contact
    • ADDITIONAL INFO
    • Developer Info

John Buchanan -
From Actuarial Science to Educational Support

John Buchanan - From Actuarial Science to Educational SupportJohn Buchanan - From Actuarial Science to Educational SupportJohn Buchanan - From Actuarial Science to Educational Support
  • John Buchanan
  • AI Resources
  • WWBFD
  • Movies
  • BIO
  • Contact
  • ADDITIONAL INFO
  • Developer Info

AI Articles

AI Crossroads

 This article introduces AI fundamentals, comparisons to past industrial shifts and search engine usage.  It outlines public and expert views on societal benefits and risks, importance of guardrails, and discusses potential future steps for this transformative technology. 

Click here to Read the article

Lost in Translation

For travelers who love languages, but aren’t fluent, the dream of a smooth and frictionless live translator is quite alluring. This article reviews various AI based communication tools, including Apple's new Live Translation, and platform differences with Google Translate.  Includes a communication ladder useful to deciding between the tools. 

Click here to read the article

Becoming Future Ready

 COMING SOON

Becoming an Actuary in an AI World. How can future actuaries and other professionals combine strong actuarial fundamentals with AI fluency and independent critical thinking to meet the challenges of today and tomorrow.  Supplementing extensive industry materials, provides additional practical suggestions and resources to further a professional career. 

A Day in the Life of An Actuary - 4/2025

 What does an actuary actually do? This slide presentation explores the blend of analytics, business judgment, emerging technologies including AI, and interdisciplinary thinking that helps actuaries solve complex real-world problems.  From resumes and internships to interviewing and long-term career growth, this session shares practical advice for building a rewarding and adaptable professional career. 

click here to access the slides

Becoming An Actuary in an AI World - 4/2026

What does it mean to become future-ready in an AI world? This slide presentation examines how artificial intelligence is reshaping professional expectations, learning, and decision-making, while highlighting both its opportunities and limitations. Success will increasingly depend on combining strong fundamentals, AI fluency, and independent critical thinking. 

click here to access the slides

AI Flaws, Why it Breaks, and Response - 6/2026

COMING SOON 

Why does AI sometimes produce convincing but incorrect answers? This presentation examines the most common AI failure modes and discusses the importance of transparency in documenting AI's role in a project. The goal is to help users combine AI capabilities with sound judgment to produce work that meets professional-quality domain expert co-creation standards. 

Before You Trust an AI Answer, Understand These 12 Risks - 6/2026

Who Really Created This? Measuring AI's Role in Professional Content - 6/2026

Who Really Created This? Measuring AI's Role in Professional Content - 6/2026

COMING SOON 

If an AI answer sounds confident, detailed, and well-written, does that mean it's trustworthy? Not necessarily. This framework explores three major ways AI systems can fail—not just by being wrong, but by being incomplete, unstable, or deceptively convincing. Understanding these failure modes may be one of the most important skills for anyone using AI at work, in school, or for decision-making.

Who Really Created This? Measuring AI's Role in Professional Content - 6/2026

Who Really Created This? Measuring AI's Role in Professional Content - 6/2026

Who Really Created This? Measuring AI's Role in Professional Content - 6/2026

COMING SOON 

Would you trust a document differently if you knew how much of it was created solely by AI? From simple grammar assistance to fully AI-generated content, borrowing from a widely accepted tornado risk scale, this proposed AI Contribution Scale offers a new way to think about transparency, authorship, and trust in an increasingly AI-powered world. 

Are We Prepared for the AI Era Workforce? - 6/2026

Who Really Created This? Measuring AI's Role in Professional Content - 6/2026

Lost in Translation (Spanish-Catalan Version incl BTT tests) -6/2026

COMING SOON 

  Are today's students preparing for careers that may look very different a decade from now? Drawing on hundreds of interviews, podcasts, articles, and public discussions, this article synthesizes perspectives from 21 prominent AI researchers, founders, and educators. Rather than advocating a single viewpoint, it encourages readers to explore where their own thinking aligns within a broad spectrum of informed perspectives on the roles that technology, human adaptation, and thoughtful governance may play in shaping the future. 

Lost in Translation (Spanish-Catalan Version incl BTT tests) -6/2026

Lost in Translation (Spanish-Catalan Version incl BTT tests) -6/2026

Lost in Translation (Spanish-Catalan Version incl BTT tests) -6/2026

COMING SOON 

  For travelers who love languages, but aren’t fluent, the dream of a smooth and frictionless live translator is quite alluring - Spanish (Catalan) version. This article also includes a comparison of how well 9 AI models, ranging from Claude and DeepL to WhatsApp and Apple Live, scored when performing a Back Translation Test (round trip English to Spanish back to English) on a portion of the original article.

How AI Ready Are You? Take the Jeopardy Challenge

AI Jeopardy Board A - Basic

AI Jeopardy Board B - Intermediate

AI Jeopardy Board B - Intermediate

Build foundational AI literacy through everyday concepts and future-ready skills. No technical background required (and cheat sheet embedded in entry 5/500!) 

Target Audience

  • High school seniors 
  • Incoming college freshmen 
  • Parents 
  • Guidance counselors 
  • College students from non-technical majors

Wanna Plai?

AI Jeopardy Board B - Intermediate

AI Jeopardy Board B - Intermediate

AI Jeopardy Board B - Intermediate

Coming soon

Move beyond AI awareness to understand opportunities, risks, and career implications.  Introduces critical thinking, adaptability, and responsible AI use.

Target Audience

  • College students 
  • Early-career professionals 
  • Educators 
  • Lifelong learners

i'm up for the challenge

AI Jeopardy Board C - Advanced

AI Jeopardy Board B - Intermediate

AI Jeopardy Board C - Advanced

Coming soon 

Explore AI limitations, workforce transformation, thought leaders, and professional standards.  Designed for deeper discussion.

Target Audience

  • Working professionals 
  • University faculty 
  • Business and policy leaders 

bring it on

Building Adaptability in an AI World

 Education is about more than preparing for a first job. The Future-Ready Tree illustrates how strong foundations, deep learning habits, and adaptability help students navigate changing careers, technologies, and industries. AI may accelerate growth, but long-term success depends on roots that can withstand change.

Future

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