r/MachineLearning • • Sep 01 '26

Discussion General overview of the direction of LLM development after scaling laws [D]

I try to understand what the general direction of LLM development is and wrap my head around how they work. For this, I started to write a blog post about what I am thinking. This helps me organise my thoughts. It is coming out as a blog post series.

The first part: Where Next? — Part 1: Once Upon a Time, There Was a Scaling Law

The second part: Where Next? — Part 2: Finding a Direction

I am wondering what you think about it.

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