Topic
deterministic
Artificial Intelligence #llm#artificial intelligence
Deterministic Integrity Gates Verify LLM-Assisted Clinical Manuscripts Without False Positives
A new architecture from arXiv introduces deterministic integrity gates for verifying LLM-assisted clinical manuscripts. The MedSci Skills toolkit uses 43 skills with a 21-detector deterministic tier, catching all 27 injected defects with zero false positives, compared to an LLM reviewer's 11 detections.
Jun 16, 2026 1 source
Artificial Intelligence #ct reconstruction#sparse-view
LUCID AI Framework Enhances Sparse-View CT Reconstruction with Flow Matching and Consistency Guidance
Researchers propose LUCID, a sparsity-adaptive consistency-guided framework for sparse-view CT reconstruction that uses flow matching to generate high-quality images from undersampled data. The method reduces radiation dose and scanning time while improving image quality and structural fidelity.
Jun 16, 2026 1 source