Everyone’s Using AI, But Few Can Rely On It. What AI Needs to Do to Step Up, the Olympian Way
There’s an AI slowdown—not in capability, but in dependable reliability. Model upgrades break continuity, hallucinations persist, reasoning remains inconsistent, comprehension debt accumulates, and validation effort keeps rising. The productivity paradox is real: complex outputs, yet net gains reduce under hidden costs. Vendors must step up the Olympian way—more reliable, consistent, better—measuring true progress as output quality relative to input effort (time, cognitive load, cost). Practitioners must budget pragmatically. Progress needs both sides to tango. From personal experience and expert voices .
2026 – First Movers Change Enterprise AI to Enterprise Wide AI and Track to Takeoff; Watch the Radar
Every minute, 250 humans are born worldwide. Each will develop unique perspectives shaped by their cultural context—their language
AI Climate Change Warnings, Summer of 2025
The most important climate story this summer isn’t the heatwave. It’s the early warning signs of AI’s changing environment that I’ve been tracking
Tariff Wars – Not a Winter but Maybe a Frost. Negotiate Uncertainty and Navigate AI for a Business Spring
Welcome to the 42nd edition of MindVista’s Being Human in the Age of AI series, where we explore AI’s role in empowering
Ethical Enterprise AI: A Siren Call and Five Fold Path for Business, Tech and HR Leaders to Show the Way
The goal is to explore and present new ways of thinking and ideas for driving personal agency and enterprise adoption of AI.
The Sun Tzu Way for the Intelligence Age: The Art of War Approach to Face Challenges in Enterprise AI Adoption- A Data Security Illustration
This is the fifth article in the Being Human in the Age of AI series of the Mindvista newsletter. The goal is to explore new ways of thinking
Apprenticeship for AI Allyship: A New Model Integrating Multigenerational Talent for a Human-Centric AI-Driven Enterprise
Despite the surge in Gen AI projects and investments, the case for concrete value to businesses, employees, and customers remains unclear.
Top Dollar AI: What is value and how much is it worth paying? $1000 per user per month ? A user centric ‘AI Allyship ‘ Approach
Welcome to the 42nd edition of MindVista’s Being Human in the Age of AI series, where we explore AI’s role in empowering
Enterprise in the Age of AI: From Zeusian Order to Promethean Intelligence – 5 Aids for the Journey, Agency and Safety
Like the Greek god Zeus, many enterprises today are rooted in order-driven, rule-based systems, with task and workflow-defined processes