Context Windows & Compression

I’ve been testing how much information is truly necessary to produce high-quality output. Large context windows are powerful, but they also invite clutter. More input can dilute signal.

This month has been about compression. Can I reduce a 20-page brief into a one-page structured input and achieve equal or better results? Clarity often improves when information is distilled before it’s processed.