News
Escaping the Prototype Mirage: Why Enterprise AI Stalls
3+ hour, 35+ min ago (336+ words) Escaping the Prototype Mirage: Why Enterprise AI Stalls'Machine Learning Week US Originally published on Towards Data Science, March 4, 2026. This article was co-authored by Reya Vir and Rahul Vir. Software development has fundamentally changed in the GenAI era. With the ubiquity…...
For Managing Business Uncertainty, Predictive AI Eclipses GenAI
2+ mon, 3+ week ago (408+ words) The future is the ultimate unknown. There's no more coveted business knowledge than, "What's going to happen?" Yet, since we can't eliminate uncertainty, we can only do the next best thing: Manage it. Large-scale operations constitute a "numbers game" that…...
AI Business Value Is Not an Oxymoron: How Predictive AI Delivers Real ROI for Enterprises
3+ mon, 2+ day ago (363+ words) Originally published in'AI Realized Now Watch the full AI Realized Summit presentation: The diagnosis was blunt. Predictive AI projects often skip a critical step: valuating the model, in business terms, before deployment. Teams evaluate models with precision, recall, AUC, and…...