Ever wonder where the whole AI story really began? 🤔

Here's the thing—it wasn't about trading algorithms or fancy neural networks at all.

Back in the 1950s, pioneers like Alan Turing posed a deceptively simple question: Can a machine exhibit intelligence through its actions, rather than through consciousness itself?

That single question rewired how people thought about computing.

The early systems were rigidly structured. No adaptation. No self-improvement. Just cold logic following predetermined patterns. They operated like sophisticated calculators—powerful within narrow boundaries, but fundamentally limited.

This foundation matters more than most realize. The jump from rule-based systems to learning algorithms wasn't inevitable; it was a conceptual leap rooted in decades of accumulated understanding and failed experiments. Understanding that journey helps us grasp what's happening today with AI applications across blockchain ecosystems and decentralized platforms.