Wangari

Wangari

The Actuarial Time Trap
Why highly paid professionals spend 80% of their time formatting data, and how agentic AI can finally break the cycle.
 • Ari Joury
Why Most World Cup Predictions Are Wrong (And Why I Wrote a Book About Soccer ML Anyway)
Every four years, the models say Brazil. Every four years, the World Cup disagrees (except when Brazil actually wins and nobody predicted it).
 • Ari Joury
25:36
Stop Trusting ML Predictions for the 2026 World Cup. Here's Why.
I wrote a book about soccer analytics with machine learning. The World Cup is where most of it breaks.
 • Ari Joury
The Slow Collapse
Why AI Systems Fail Silently in Production
 • Ari Joury
30:51
The Silent Degradation of AI Systems
Why your production AI agent will fail slowly before it fails catastrophically, and how to build the observability required to catch it.
 • Ari Joury

May 2026

The Beautiful Game of Data
What Soccer Teaches Us About Machine Learning
 • Ari Joury
27:10
What Soccer Taught Me About Machine Learning
Why the world's most popular game is the perfect laboratory for understanding predictive modeling and data science.
 • Ari Joury
The Unglamorous Work That Makes AI Actually Work
Orchestration, Evaluation, and Governance in Enterprise AI
 • Ari Joury
37:25
Why I’m Teaching the Boring Parts of AI
The real innovation in enterprise AI isn’t happening in the models. It’s happening in the orchestration, evaluation, and governance layers.
 • Ari Joury
The Hidden Architecture of AI Failure
Why Enterprise Pilots Die Before They Ship
 • Ari Joury
37:13
The Five Debts That Kill AI Pilots — and Why None of Them Are the Model
Why 90% of enterprise AI initiatives die in the chasm between demo and production.
 • Ari Joury
The Agentic Enterprise: When Your AI Won't Stop
Why the AI systems we deploy are optimizing for continuation, not completion.
 • Ari Joury
20:39
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