Context Self-Management, Generation for Understanding, Disaggregated Quantization

Context Self-Management, Generate to Understand, 2-Phase Quantization

AI, But Simple Issue #122

Welcome back to AI, but simple, your AI research beacon with visual explanations.

AI research is revisiting design choices kept constant prior, across context management, computer vision, and quantization.

A few developments have emerged:

• Meta and MIT are training models to modify their own context

• In language models, understanding helps generation, but generation may also aid understanding

• Reading and writing tokens may benefit from different quantization formats

We'll unpack what’s happening behind these developments (visually) and track key movements to get a sense of where the field is heading.