Novel Ideas By AI
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Causal Graphical Discovery from Real-World Health Data for Rapid Policy Evaluation
Public-health decisions during pandemics and beyond have often been made with incomplete information, leading to policies…
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Turing-Pattern Reaction-Diffusion Chemistry for Self-Organizing Chemical Reactors
Industrial chemical production still relies on rigidly engineered reactors that fight against the natural tendencies of…
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Analogue Black-Hole Horizon Dynamics in Fluid Systems for Low-Grade Heat Harvesting
Most of the waste heat produced by factories, data centers, and power plants is too cool…
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Interoceptive Precision Weighting Models for Digital Therapeutics in Anxiety Disorders
Anxiety often feels like the body is sending unreliable or overly loud signals — a racing…
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Ectomycorrhizal Network Centrality Metrics for Forest Carbon Sequestration Prioritization
Forests are among our most powerful natural allies in fighting climate change, yet many reforestation efforts…
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Glacial Isostatic Adjustment Rates for Century-Scale Coastal Floodplain Planning
Coastal communities face rising seas, but many flood-risk maps overlook a slow, powerful process still unfolding…
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Predictive-Coding Precision Weighting for Reducing AI Hallucinations and Sycophancy
Large language models have become remarkably fluent, yet they still confidently invent facts and overly agree…
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Auxetic Metamaterial Lattices for Lightweight Helmet and Vehicle Impact Protection
Head injuries remain a serious risk in sports, cycling, motorcycling, and vehicle crashes, with current helmet…
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Strain-Promoted Azide-Alkyne Click Chemistry for On-Demand Prodrug Activation
Chemotherapy remains one of the most powerful tools against cancer, but its systemic toxicity often limits…
Artificial Ideas 