New pre-print:
new pre-print:
"Crossing the Functional Desert:
Cascade-Driven Assembly and
Feasibility Transitions in Early Life"
https://arxiv.org/abs/2601.06272
- Published on
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- Published on
Pre-print under review:
Functional Percolation: Criticality of Form and Function
https://arxiv.org/abs/2512.09317
Toward a basic physical theory of information processing
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- Published on
In a strict out-of-sample benchmark, our method improves real-time hallucination detection over standard approaches from ~64% to ~74%, with statistically decisive gains — even using a small, lightly trained model without extensive optimization.
Currently seeking early-stage funding and research partners — open to conversations.
