Toward Continuous Assurance for the Democratization of AI Agent Creation in Industry
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Noticias de IA
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Agentic Context Management: Solving Agent Memory and Cost by Treating Them as Lifecycle a…
The Boundaries of Automation: A Theory of Persistent Human Participation
OpenForgeRL: Train Harness-native Agents in Any Environment
Unsupervised Consensus-Based Anomaly Detection for Spatiotemporal Malaria Incidence in Gh…
Knowledge Injection Exists in MoE? Exploring Expert-Aware Contrast Decoding in MoE for Mi…
Is MoE Routing a Huffman Code? Discovering the Frequency-Diversity Law in Chain-of-Thought
LLM-INSTRUCT at UZH Shared Task 2026: Constraint-Aware Retrieval and Selective Debate for…
Moir: Let the Model Direct Its Own Story for Robust Cross-Domain Knowledge Editing
Break Through the Compression Bottleneck: From Theory to Practice
Confidently Deceptive: How Confidence Amplifies the Risk of LLM Deception
The Storyteller in the Model: Narrative Pattern Inheritance, Escalation Dynamics, and Ali…
Response drift across frontier large language models
RE-AD: Real-Time Requirement Adherence for Data Labeling
Dropping the Anchor: Statistical Context Summarization for Distributed Systems via Pulsar…
CAMeR: Keyword-Gated Hybrid Activation for Adaptive Memory Retention in LLM Agents
THOR: A Theta-Gamma Hierarchical Oscillatory Reasoning Framework for Multi-hop QA
Can Valence Reflect Morality in Natural Language? A Preliminary Annotation Study
Verifier-First Evaluation of Agentic LLMs for Infrastructure-as-Code Generation
PhantomFill: When the Form Demands an Answer, Language Models Invent One
The Active Ingredient in Muon's Grokking
Scaling Closed-Loop Feature Channel Configuration with LLMs
Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement
CLOE: Christoffel Loss Autoencoder for Anomaly Detection
A Graph Neural Network approach to zero-shot Digital Twins
ReliableTableQA:How Much Supervision Does Reliability Annotation Need?
Codec-Gauge: Learning Compression-Friendly Gauges for Transformer KV Caches
GS-Agent: Creating 4D Physical Worlds With Generative Simulation
From Atoms to Entropy: Optimal Noise Allocation for Diffusion Training in the Convex Regi…
HypNO: A Graph-Based Neural Operator with Physics-Informed Message Passing for Hyperbolic…