An Information Theoretic Perspective on Agentic System Design
IntermediateShizhe He, Avanika Narayan et al.Dec 25arXiv
The paper shows that many AI systems work best when a small 'compressor' model first shrinks long text into a short, info-packed summary and a bigger 'predictor' model then reasons over that summary.
#agentic systems#compressor-predictor#mutual information