Our Published Research
Our progress in architecting the computational substrate for science (3 papers currently in review).
Published Papers
Downregulation of KRT proteins in the Neuroendocrine System of Amyotrophic Lateral Sclerosis with PT150 as a Multi Target Neuroprotectant
International Science and Engineering Fair 2025 + bioRxiv
Investigated the role of KRT proteins in ALS neuroendocrine dysfunction and PT150's neuroprotective effects.
Read Paper →TEMPiRL: Foundational Compounding Temporal Drift Theory for Temporal Graph Adaptation in Large Language Models
Continual and Compatible Foundation Models @ NeurIPS 2025
An additive architecture for temporal-graph adaptation in Large Language Models, enhancing their reasoning over time.
Read Paper →View PDFOn the Relationship Between Neural Tangent Kernel Frobenius Distance and Distillation Sample Complexity
Lock-LLM at Neural Information Processing Systems (NeurIPS)
Investigates the theoretical relationship between the Frobenius distance of Neural Tangent Kernels and the sample complexity required for effective model distillation.
Read Paper →View PDFPatents
Method for Treating ALS Using PT150...
63/811,618 · Filed May 25, 2025
A novel therapeutic method for slowing ALS progression.
Awards
ISEF 1st Place in Comp. Biology
Society for Science, 2025
Not an organizational award, but an award for our research on ALS, split $6,000 amongst 3 people, including our CEO.
Collaborators
UCSC
Artificial Intelligence Explainability Accountability Lab
UIUC
Mobility & Fall Prevention Research Lab
Yee Collins Research Group
Their full group