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New publication: 'Algorithmic Gift-Giving: Integrating Biomedical Feedback into the Santa Claus Paradigm'

What happens when magic meets optimization? Santa Claus is reimagined as an AI-driven biomedical system—integrating biosensors, ethics modules, and data-based gift allocation. A sober analysis of an irrational institution and a quietly provocative question: does Christmas work better when it is measurable?

Ho Ho Ho

© SCRC - Santa Claus Research Center

Santa Claus 3000

Abstract:

The research project 'Algorithmic Gift-Giving: Integrating Biomedical Feedback into the Santa Claus Paradigm'  focuses on the AI-driven advancement of Santa Claus through the integration of biomedical electronics in order to sustainably enhance decision-making, perceptual, and physiological performance. In addition to data-driven evaluation and distribution models, particular emphasis is placed on the instrumental assessment of physiological states that have traditionally been considered implicitly through experience, intuition, or seasonal routines.

The project employs biosignal-based sensor systems for the continuous monitoring of stress indicators, fatigue levels, and emotional responses during critical operational phases. These signals are integrated in real time into adaptive AI models that contextually modulate both the “naughty-or-nice” classification and logistical decision-making. By addressing the interface between biomedical electronics and algorithmic governance, the research examines to what extent even a mythologically elevated figure may benefit from evidence-based self-monitoring.

The project ultimately frames efficiency, resilience, and measurability not as opposites of magic, but as its contemporary implementation. /i