3 papers
cs.GT2026
Keep, Customize, or Exit: Default Design and Token Pricing in LLM Reasoning Services
Ahmet Bugra Gundogan, Yigit Turkmen, Melih Bastopcu
We study a large language model (LLM) service in which a provider chooses a per-token price and a default reasoning-token allocation, while a user may accept the default, customize…
quant-ph2026
Order Unit Spaces and Probabilistic Models
John Harding, Alex Wilce
We exhibit a functor from the category OUS of order unit spaces and positive, unit-preserving mappings into the category $\Prob$ of probabilistic models (test spaces with designate…
quant-ph2026
Classical Explanations in (and of) General Probabilistic Theories
John Harding, Alex Wilce
We introduce a notion of the ``explanation" of one (generalized) probabilistic model by another as particular kind of span in the category $\Prob$ of probabilistic models and morph…