efficiency

Technology

When a Picture Speaks a Thousand Tokens

How pictographic tokens could revolutionise language models by compressing meaning into symbols instead of words.

Technology

The Coming Collapse of the Machine: Why Large Language Models Must Be Reformed

Large Language Models are consuming too much, giving too little, and heading for a reckoning. Reform through efficiency and governance is the only way to prevent collapse.