Author

M. Delaflor

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Conference Open access Oct 2026

Auditing LLM Portrayals of Neurodivergent People: Quantifying the Asymmetry Between Deficit Framing and Neurodiversity Affirmation

Open-weight large language models are increasingly used in education, hiring, and information-seeking contexts that touch neurodivergent people, yet we lack a clear empirical map of how their portrayals of neurodiversity shift under everyday prompt variation. We present a multi-condition, multi-model audit of LLM portr...

Carlos Toxtli, M. Delaflor · Proceedings of the AAAI/ACM... · 0 citations

Book Open access Sep 2026

Personality-Profiled Virtual Agents Are More Predictable: The Constraint-Entropy Tradeoff for Trustworthy Agent Design

Effective human-agent cooperation requires that users form mental models of an agent’s behavioral tendencies. Yet LLM-based virtual agents are inherently stochastic, undermining the behavioral consistency that mental model formation depends on. We introduce the Constraint-Entropy Tradeoff (CET) model, an information-th...

Carlos Toxtli, M. Delaflor · Proceedings of the 26th ACM... · 0 citations

#small language model Book Open access Sep 2026

Qualification by Calibration: A Readable Benchmark for Admitting Language Models to Human-Computation Tasks

Evaluating a diverse panel of contemporary models under three administration protocols, it is shown that a naive harness, with a fixed token budget and an unaudited parser, manufactures failing workers out of competent ones, misreading a model that answers essentially every item correctly as badly inaccurate, answer-bi...

Carlos Toxtli, M. Delaflor · Proceedings of the 2026 ACM... · 0 citations