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YUKTI: From Natural-Language Situations to Robust, Verifiable Decisions

YUKTI: From Natural-Language Situations to Robust, Verifiable Decisions

Safe Responses Matter: Output-Aware Safety Guardrail Mitigate Over-Refusal in MLLMs

Safe Responses Matter: Output-Aware Safety Guardrail Mitigate Over-Refusal in MLLMs

Fundamental Market Design as a Layer of AI-Agent Alignment

Fundamental Market Design as a Layer of AI-Agent Alignment

FedCausal-Dyn: Causal-Dynamic Paradigm for Federated Learning under Dynamic Feature Drift

FedCausal-Dyn: Causal-Dynamic Paradigm for Federated Learning under Dynamic Feature Drift

Mitigating Early Training Collapse in CTR Models

Mitigating Early Training Collapse in CTR Models

Low-Rank Attention Residuals

Low-Rank Attention Residuals

Reference-Based Distillation Detection in LLMs

Reference-Based Distillation Detection in LLMs

What Context Does a Coding Agent Actually Need to Act

What Context Does a Coding Agent Actually Need to Act

Boltzmann MapReduce: A Partition-Function Reduce for Forkable Sandboxes

Boltzmann MapReduce: A Partition-Function Reduce for Forkable Sandboxes

Prioritizing Search Space Regions in the Low Autocorrelation Binary Sequences Problem

Prioritizing Search Space Regions in the Low Autocorrelation Binary Sequences Problem

MawForge Memory-Bounded Expert Materialization for Local Mixture-of-Experts Inference

MawForge Memory-Bounded Expert Materialization for Local Mixture-of-Experts Inference

SciML in the Wild: A Diagnostic Study of When Structural Priors Help and When They Hurt

SciML in the Wild: A Diagnostic Study of When Structural Priors Help and When They Hurt

Transfer Learning Across Policy Regimes in Adaptive Multi-Agent Systems

Transfer Learning Across Policy Regimes in Adaptive Multi-Agent Systems

Faithful Not Corrective Message Format Effects in Multi Hop Agent Relays Are Tier Dependent

Faithful Not Corrective Message Format Effects in Multi Hop Agent Relays Are Tier Dependent

AuditWeave: A Tamper-Evident, Auditor-Navigable Evidence Layer for AI-Assisted and Data-Transformation Workflows

AuditWeave: A Tamper-Evident, Auditor-Navigable Evidence Layer for AI-Assisted and Data-Transformation Workflows