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Foundation Models Advance Wireless Communications from PHY Intelligence to Network Autonomy via Multimodal Data Alignment and Agentic RAG Frameworks
arXiv International Overview A preprint explores the application of foundation models in wireless communications, from physical layer intelligence to network autonomy. Contrastive foundation models are discussed for aligning multimodal d... -
Multimodal Foundation Model SQUALL Integrates Histology with Spatial Molecular Programs, Revolutionizing Cancer Biomarker Profiling and Outcome Prediction
bioRxiv International Overview Researchers have developed SQUALL, a multimodal foundation model that integrates histology with spatial molecular programs to deepen the mechanistic interpretation of histopathological assessments. Pretrain... -
AI/ML Transforms Drug Discovery, Boosting Efficiency and Precision from Target to Clinic
PubMed Central (Preprints経由) International Overview A recent review underscores the transformative impact of AI and Machine Learning (AI/ML) across the entire drug discovery pipeline, from initial target identification to clinical tria... -
ImmunoFoundation: Novel Multimodal Foundation Model for Immunogenicity Prediction and Peptide Optimization Overcomes Data Scarcity
OpenReview USA Overview Researchers have introduced ImmunoFoundation, a self-supervised multimodal foundation model designed for immunogenicity prediction and peptide optimization. By integrating an ESM-2 sequence encoder with a graph tr... -
Navigating the Patchwork: US AI Regulation in 2026 Demands Proactive Compliance
VerifyWise USA Overview The United States lacks a unified federal AI law; however, a complex web of presidential executive orders and state-level legislation is rapidly shaping the regulatory landscape. Key mandates include risk manageme...
