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Tabular LLMs: An Introduction to the Foundation Models That Predict Your Spreadsheet
1+ day, 2+ hour ago (353+ words) machinelearningweek.com Originally published on towards data science, July 24, 2026. A 28M-parameter model you don’t train beats tuned XGBoost. An introduction to tabular foundation models, with an independent reproduction. A tabular foundation model predicts the missing column of any table, zero-shot,…...
The Data Disconnect: A Key Challenge for Machine Learning Deployment
1+ day, 2+ hour ago (574+ words) EDITOR’S NOTE: This article is excerpted from The AI Playbook: Mastering the Rare Art of Machine Learning Deployment. The paperback edition of this book will drop on October 27, 2026, along with a new preface. Special offer: Pre-order the paperback now and…...
A Brief History of Why Machine Learning Projects Stall
1+ week, 1+ day ago (982+ words) EDITOR’S NOTE: This is the preface to The AI Playbook: Mastering the Rare Art of Machine Learning Deployment. The paperback edition of this book will drop on October 27, 2026, along with a new, second preface, “Predictive AI Thrives, Despite Generative AI…...
The AI Paradox- More Humanlike Means Less Autonomous
3+ mon, 4+ week ago (23+ words) Machine Learning Week US - Comments Off on The AI Paradox- More Humanlike Means Less Autonomous...
The AI Paradox: More Humanlike Means Less Autonomous
3+ mon, 4+ week ago (559+ words) The AI executives are at it again, promising human-level machines in the near future. In Davos, the CEOs of Google DeepMind and Anthropic each doubled down on the near-term arrival of artificial general intelligence – the hypothetical capacity for a machine…...
You Must Address These 4 Concerns To Deploy Predictive AI
5+ mon, 1+ week ago (459+ words) Predictive AI routinely fails to deploy, so data scientists are spearheading a movement to focus on its business value. But stakeholders need a better understanding.Eric Siegel (with Meta AI) Most predictive AI projects fail to launch into production. The…...
From Text To Tables: Why Structured Data Is AI’s Next $600 Billion Frontier
7+ mon, 1+ week ago (344+ words) Machine Learning Week US Originally published on Forbes, January 15, 2026. In the current wave of generative AI innovation, industries that live in documents and text — legal, healthcare, customer support, sales, marketing — have been riding the crest. The technology transformed legal workflows…...
Generative AI hype distracts us from AI’s more important breakthroughs
8+ mon, 3+ day ago (285+ words) Machine Learning Week US Originally published on MIT Technology Review, December 15, 2025. It’s a seductive distraction from the advances in AI that are most likely to improve or even save your life On April 28, 2022, at a highly anticipated concert in Spokane,…...
The great AI hype correction of 2025
8+ mon, 3+ day ago (392+ words) Machine Learning Week US Originally published on MIT Technology Review, December 15, 2025. Four ways to think about this year’s reckoning Some disillusionment was inevitable. When OpenAI released a free web app called ChatGPT in late 2022, it changed the course of an…...
How To Un-Botch Predictive AI: Business Metrics
8+ mon, 3+ day ago (223+ words) Given their importance, why are business metrics so rare? Research has shown that data scientists know better, but generally don’t abide: They rank business metrics as most important, but in practice focus more on technical metrics. Why do they usually…...