The unglamorous work that makes AI possible
AI fails when the data underneath it fails. Fragmented systems, no common identifiers, no clear ownership, and no accountability when things break are enough to undermine even the …
The Monty Hall Problem in Digital Transformation: Overcoming Cognitive Biases
Despite aiming for rational decisions in digital initiatives, we often fall prey to cognitive biases like the sunk cost fallacy and the tendency to stick with initial choices, as …
Unlocking the AI Advantage – The Future Won’t Wait
I was recently invited to engage with the directors and C-level executives of Xurpas, through the Institute of Corporate Directors (ICD), to discuss the tremendous opportunities in …
Evolving Landscape of Data Science Leadership Education
Here, I share insights from my journey teaching Data Science and Ethics of AI at the Asian Institute of Management, where I explore the dynamic interplay between evolving industry …
Bridging the AI Gap and Fostering Equity within ASEAN
Here, I explore the critical role of comprehensive digital transformation in successful AI adoption within enterprises. Drawing on insights from a recent industry session, I …
Realities of AI Adoption in Enterprises
Here, I explore the critical role of comprehensive digital transformation in successful AI adoption within enterprises. Drawing on insights from a recent industry session, I …
Aligning AI with Business Realities
In this thought piece, I explore insights from recent meetings with a range of organizations focused on AI R&D project scoping. Through conversations with private sector companies, …