Ilya Sutskever, a co-founder and former chief scientist of OpenAI claims, "Data is the fossil fuel of AI, and we used it all!" Is this aphorism true? This claim is made in the context of explaining that the limitation for AI (LLMs in particular) lies in the quality of data required to mimic intelligence—a limitation often referred to as the ‘entropy gap’.

The importance of identity as a human right cannot be underestimated, especially when considering the broader implications for economic empowerment and social stability. In countries where a robust identity system is not in place, people often possess potential assets but lack the formal recognition needed to leverage them effectively.

Endurability, not just durability, is the defining issue of the coming decades. Over the past ten years, a growing and amplifying...