Beyond the "Brute Force Beauty": A Modular, Brain-Inspired LLM Architecture (Thoughts on grand models: Part 2)

The article critiques current LLM architectures for their bloat, black-box nature, and context failures, attributing these issues to an entangled parameter space. It proposes a modular, brain-inspired architecture, drawing parallels to the human brain's specialized processing areas integrated by the prefrontal cortex.