3 papers
cs.IT2026
Support sufficiency as action-sufficient compression: a single-cycle rate-regret formulation
Mark Walsh
Robust decision-making requires compression. A system that forms a rich support state cannot usually preserve its full structure at the point of action. It must retain only those d…
cs.AI2026
Support Sufficiency as Consequence-Sensitive Compression in Belief Arbitration
Mark Walsh
When a system commits to a hypothesis, much of the evidential structure behind that commitment is lost to compression. Standard accounts assume that selected content and scalar con…
q-bio.NC2026
Audited calibration under regime shift as a computational test of support-structured broadcast
Mark Walsh
A central prediction of the accompanying theoretical framework is that metacognitive calibration can vary even when content-level performance is held approximately fixed, depending…