arXiv:2608.08158v1 Announce Type: new Abstract: Sparse, delayed, and weakly informative rewards remain central obstacles to efficient reinforcement…
Category: AI
Long SKILL Compliance as Logical Reasoning: Closure-Grounded Detection with Scaling-Guided On-Policy Distillation
arXiv:2608.08146v1 Announce Type: new Abstract: The increasing complexity of enterprise business scenarios has promoted the widespread adoption of long…
Matching Supervision to the Student’s Learning Capacity: A Unified Framework for On-Policy Self-Distillation
arXiv:2608.08176v1 Announce Type: new Abstract: On-policy self-distillation (OPSD) improves the reasoning abilities of LLMs by internalizing privileged…
Why Agentic Payment Logic Belongs at the Payment Layer and What It Means for Merchant Control in an AI‑Driven Economy
Earlier this year, Google introduced the Universal Commerce Protocol (UCP), an open standard designed to enable AI agents, businesses, and payment…
Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy
arXiv:2608.08163v1 Announce Type: new Abstract: The convergence of the Metaverse and Large Language Model (LLM)-based AI agent is catalyzing a shift…
Improving Constraint Models with LLM Agents
arXiv:2608.08127v1 Announce Type: new Abstract: The runtime of Constraint Programming (CP) solvers is highly sensitive to modeling choices, such as…
TokenPrint: A Calibrated Token-Space Fingerprint for Language-Model Provenance
arXiv:2608.08139v1 Announce Type: new Abstract: Establishing the provenance of a language model—including its base checkpoint and possible overlap in…
Think Deep, Speak Once: Relit, A Recursive Latent Implicit Transformer Framework
arXiv:2608.08113v1 Announce Type: new Abstract: Chain-of-Thought (CoT) prompting has become the dominant paradigm for eliciting reasoning in Large…
Constraining ontology mappings using metaphysical choices
arXiv:2608.08122v1 Announce Type: new Abstract: In this paper we discuss the foundations behind a novel methodology for the validation of semantic…
The Biggest AI Risk Isn’t the Model, It’s Uncontrolled Adoption
AI use and adoption can be like the Wild West if left ungoverned in an organization. The issue has become a growing concern as adoption continues to…