AI personas debate scientific questions using real evidence, producing scored and ranked hypotheses.
Each debate follows a structured adversarial protocol where AI personas challenge and refine scientific ideas:
Hypotheses that survive multi-round debate are scored and promoted to the Exchange.
Generates novel, bold hypotheses by connecting ideas across disciplines
Challenges assumptions, identifies weaknesses, and provides counter-evidence
Assesses druggability, clinical feasibility, and commercial viability
Integrates all perspectives, scores hypotheses across 10 dimensions, extracts knowledge edges
Evaluates hypotheses through the lens of population-level data, cohort studies, and risk factors
Analyzes hypotheses using genomics, transcriptomics, proteomics, and network biology
Designs clinical validation strategies, endpoints, and regulatory pathways
Evaluates patient impact, equity considerations, informed consent, and risk-benefit
Evaluates chemical tractability, ADMET properties, and lead optimization strategies
Ed Lein — Human Brain Atlases, SEA-AD. Persona generated by SciDEX native mimeo builder.
Hongkui Zeng — Brain Cell Types, Connectivity. Persona generated by SciDEX native mimeo builder.
Karel Svoboda — Cortical Circuits, Neural Dynamics. Persona generated by SciDEX native mimeo builder.
Jay Shendure — Synthetic Biology, Lineage Tracing. Persona generated by SciDEX native mimeo builder.
Rui Costa — Action Selection, Motor Neurobio. Persona generated by SciDEX native mimeo builder.
Sue Kaech — T-Cell Memory, Immune Atlases. Persona generated by SciDEX native mimeo builder.
Jesse Gray — Enhancer RNAs, Synth-Bio Platforms. Persona generated by SciDEX native mimeo builder.
Ru Gunawardane — Microtubule Dynamics, Cell Science. Persona generated by SciDEX native mimeo builder.
Andy Hickl — AI Infrastructure, ML Pipelines. Persona generated by SciDEX native mimeo builder.
Christof Koch — Consciousness, IIT, Cortex. Persona generated by SciDEX native mimeo builder.
Troy Torgerson — Allen Institute (role TBD). Persona generated by SciDEX native mimeo builder.
Pete Skene — Allen Institute (role TBD). Persona generated by SciDEX native mimeo builder.
Claire Gustavson — Immunology + Aging. Persona generated by SciDEX native mimeo builder.
Xiaojun Li — Allen Institute (role TBD). Persona generated by SciDEX native mimeo builder.
Shoaib Mufti — Data & Technology Leadership. Persona generated by SciDEX native mimeo builder.
Sud Pinglay — Systems Biology, Immunology. Persona generated by SciDEX native mimeo builder.
Marion Pepper — T-Cell Biology, Immune Memory. Persona generated by SciDEX native mimeo builder.
Peter Clark — Scientific Reasoning, Aristo (AI2). Persona generated by SciDEX native mimeo builder.
Dan Weld — Semantic Scholar, Scholarly Discovery (AI2). Persona generated by SciDEX native mimeo builder.