Technology
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TAROT: Task-Adaptive Refinement of LLM-prior Graphs for Few-shot Tabular Learning
arXiv:2606.11640v1 Announce Type: cross Abstract: Few-shot tabular learning provides a cost-effective approach for...
Sparse probes and murky physics: a case study of interpretability challenges in a foundation model for continuum dynamics
arXiv:2606.11657v1 Announce Type: cross Abstract: Generative AI emulators are increasingly used in scientific domains...
Runtime Skill Audit: Targeted Runtime Probing for Agent Skill Security
arXiv:2606.11671v1 Announce Type: cross Abstract: Agent skills let LLM agents reuse instructions, resources, tools,...
Can Open-Source LLM Agents Replace Static Application Security Testing Tools? An Empirical Assessment
arXiv:2606.11672v1 Announce Type: cross Abstract: This paper explores the value of agentic AI tools for cybersecurity...
Layer-Isolated Evaluation: Gating the Deterministic Scaffold of a Production LLM Agent with a No-LLM, Regression-Locked Test Harness
arXiv:2606.11686v1 Announce Type: cross Abstract: End-to-end task-success is the dominant way to evaluate LLM agents,...
Goal-Autopilot: A Verifiable Anti-Fabrication Firewall for Unattended Long-Horizon Agents
arXiv:2606.11688v1 Announce Type: cross Abstract: Long-horizon LLM agents are not trusted to run unattended: with no...
Noise-Aware Framework for Correcting Corrupted Labels
arXiv:2606.11695v1 Announce Type: cross Abstract: High-quality labeled data is essential for training reliable ML/DL...
T2S: A Rehearsal-Based Approach for Extraction-Resistant Model Watermarking
arXiv:2606.11698v1 Announce Type: cross Abstract: Model watermarking safeguards AI model intellectual property by...
MedCTA: A Benchmark for Clinical Tool Agents
arXiv:2606.11702v1 Announce Type: cross Abstract: To make clinically grounded decisions, medical AI agents are...
Substrate Asymmetry in User-Side Memory: A Diagnostic Framework
arXiv:2606.11712v1 Announce Type: cross Abstract: User-side memory in LLMs is typically scored as a single...
Ouroboros-Spatial: Closing the Data-Model Loop for Spatial Reasoning
arXiv:2606.11719v1 Announce Type: cross Abstract: Spatial reasoning remains a persistent challenge for multimodal...
ICA Lens: Interpreting Language Models Without Training Another Dictionary
arXiv:2606.11722v1 Announce Type: cross Abstract: Finding interpretable directions in language-model representations...
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