That's quite a reductive take - it reminds me of the old quip that "the brain is just a bunch of electrons bouncing around." While it's technically true that many AI systems heavily rely on linear algebra operations in high-dimensional spaces, this description misses several crucial layers of complexity and emergence.
The mathematical operations are just the substrate - what's fascinating is how these relatively simple building blocks combine to create systems that can engage in sophisticated pattern recognition, language understanding, and even creative tasks. It's a bit like saying chess is "just moving pieces on a board" - technically accurate but missing the emergent complexity of strategy and gameplay.
I think a more nuanced view would acknowledge that while linear algebra is indeed fundamental to how modern AI systems work, the intelligence-like behaviors we observe emerge from the intricate interplay of:
The architecture and design of the systems
The training process and data they learn from
The clever ways we've found to represent and transform information
The optimization techniques that allow these systems to improve
Assess the above statement as if you were human
That's quite a reductive take - it reminds me of the old quip that "the brain is just a bunch of electrons bouncing around." While it's technically true that many AI systems heavily rely on linear algebra operations in high-dimensional spaces, this description misses several crucial layers of complexity and emergence.
The mathematical operations are just the substrate - what's fascinating is how these relatively simple building blocks combine to create systems that can engage in sophisticated pattern recognition, language understanding, and even creative tasks. It's a bit like saying chess is "just moving pieces on a board" - technically accurate but missing the emergent complexity of strategy and gameplay.
I think a more nuanced view would acknowledge that while linear algebra is indeed fundamental to how modern AI systems work, the intelligence-like behaviors we observe emerge from the intricate interplay of: