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News
Hybrid AI Emerges To Tame LLMs – And Not A Moment Too Soon
2+ hour, 16+ min ago (367+ words) Even as agentic AI hype overpromises, it serves to illuminate a prevailing goal, the enterprise’s inherent desire to press the limits of LLM-based autonomy. Companies want to deploy AI systems that perform roles rather than only tasks. They want machine…...
What will be left for us to work on? « Machine Learning Times
3+ hour, 4+ min ago (327+ words) What will be left for us to work on? machinelearningweek.com Originally published on AI as Normal Technology, July 13, 2026. I had the honor of giving a keynote at the International Conference on Machine Learning in Seoul last week titled “What…...
The AI Paradox- More Humanlike Means Less Autonomous
2+ mon, 2+ week ago (23+ words) Machine Learning Week US - Comments Off on The AI Paradox- More Humanlike Means Less Autonomous...
Escaping the Prototype Mirage: Why Enterprise AI Stalls
3+ mon, 3+ week ago (336+ words) 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 of vibe coding tools and agent-first IDEs…...
For Managing Business Uncertainty, Predictive AI Eclipses GenAI
6+ mon, 2+ 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
6+ mon, 3+ week 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,…...