ASA: Backbone-Training-Free Representation Engineering for Tool-Calling Agents
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STAGE-Claw: Automated State-based Agent Benchmarking for Realistic Scenarios
RKSC: Reasoning-Aware KV Cache Sharing and Confident Early Exit for Multi-Step LLM Infere…
Trust and Reliance on AI in Education: AI Literacy and Need for Cognition as Moderators
What Do Deepfake Speech Detectors Actually Hear?
Achieving Cloud-Grade SLOs for Local Mixture-of-Experts Inference through CPU-GPU Hybrid …
One Lens, Many Worlds : A Capability-Typed Interface for World-Model Interpretability
A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcem…
Stop Early, Spend Less: Hidden-State Probes as a Practical Recipe for Streaming Moderatio…
A Constrained Natural-Language Interface for Variational Multi-Physics Finite Element Sim…
Business World Model
Decoupling Thought from Speech: Knowledge-Grounded Counterfactual Reasoning for Resilient…
Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unifie…
Can Image Models Imagine Time? ImageTime: A Novel Benchmark for Probing Visual World Mode…
Generating Concept Lexicalizations via Dictionary-Based Cross-Lingual Sense Projection
UPLOTS: A Unified Pretrained Language Model for Constrained Time-series Generation
An LLM-Native Psychometric Instrument Does Not Predict LLM Behavior: Evidence Across 25 M…
Soul Computing: A Theoretical Framework and Technical Architecture for Intelligent Agents…
Learning Evidence Highlighting for Frozen LLMs
Trace2Policy: From Expert Behavior Traces to Self-Evolving Decision Agents
ComBench: A Benchmark for Rigorous Proof Reasoning and Constructive Realization in Olympi…
A complementary study on PlanGPT: Evaluation with defined Performance Metrics and compari…
V-REX: Benchmarking Exploratory Visual Reasoning via Chain-of-Questions
Cross-Modal Knowledge Distillation without Paired Data: Theoretical Foundation and Algori…
Deployment-Time Memorization in Foundation-Model Agents
When Distance Distracts: Representation Distance Bias in BT-Loss for Reward Models
Lost in Serialization: Invariance and Generalization of LLM Graph Reasoners
Blurry Window Attention
Beyond APIs: Probing the Limits of MLLMs in Physical Tool Use
GitInject: Real-World Prompt Injection Attacks in AI-Powered CI/CD Pipelines