Audited Causal Discovery Agents for Brain Resilience and Alzheimer's Reversal

David Scott Lewis, Enrique Zueco

Submission Type: I want my submission to be considered for both oral and poster presentation.

Keywords: Alzheimer's disease, AI for medicine and healthcare, agents and autonomous AI researchers, causal discovery agents, brain resilience, Bayesian optimal experimental design, neurodegeneration, audited AI, causal world models, multi-omics, biomarker panels, NAD+ homeostasis, blood-brain barrier integrity, synaptic resilience, target prioritization, experiment ladders, Decision Cards, reliability gates, explainable AI, AI governance, translational medicine, falsifiable hypotheses, drug target discovery, self-driving labs for biomedicine

TL;DR: Resilience-ADA frames Alzheimer's reversal research as audited causal discovery, using explicit world models, BOED-chosen perturbations, reliability gates, and Decision Cards to rank targets and design falsifiable experiment ladders.

Confirmation Of Submission Requirements: I submit an abstract. It uses the template provided on the submission page and is no longer than 2 pages.

Submission Number: 400