Context window
What is a context window?
A context window is the amount of text a language model can consider at one time — everything in the current prompt, plus whatever has been added to it. It is finite, so it is a budget rather than a container: anything outside it does not exist as far as the model is concerned. This is why storage alone does not solve memory. Having a large archive is useless if the wrong parts of it are loaded, and filling the window indiscriminately crowds out the material that would have mattered. Deciding what goes in is the actual problem.
What this is called in Tempreon
Personalized context
Tempreon assembles the context for each interaction rather than dumping an archive into it — drawing on stored memory plus the patterns learned about how you work, so the model starts informed instead of cold.