Artificial Intelligence Papers

New Artificial Intelligence papers from expert systems, theorem proving. Thank you to arXiv for use of its open access interoperability.

[Artificial Intelligence Papers @SciFi]

Diagnosing Knowledge Gaps in LLM Tool Use: An Agentic Benchmark for Novel API Acquisition

Jinnuo Liu, Yue Peng, Jinhan Niu, Hongyi Wen
https://t.co/fqAkkzfe6b [𝚌𝚜.𝙰𝙸]

[Artificial Intelligence Papers @SciFi]

Towards Non-Monotonic Entailment in Propositional Defeasible Standpoint Logic

Nicholas Leisegang, Thomas Meyer, Ivan Varzniczak
https://t.co/s9snY3nbNI [𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙻𝙾]

[Artificial Intelligence Papers @SciFi]

Gender-Dependent Diagnostic Substitution in LLM Medical Triage: Same Symptoms, Unequal Urgency

Qi Han Wong
https://t.co/sJ6dfjiZfv [𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙲𝚈]
💬Code: https://t.co/8tLh9CxwHM

[Artificial Intelligence Papers @SciFi]

TSQAgent: Rating Time Series Data Quality via Dedicated Agentic Reasoning

Shunyu Wu, Dan Li, Haozheng Ye, Weibin Feng, Jian Lou, Bo Zhang, Wenjie Feng, Chenjuan Guo, See-Kiong Ng
https://t.co/YbosiTmYr6 [𝚌𝚜.𝙰𝙸]

[Artificial Intelligence Papers @SciFi]

Bridging Auxiliary Constraints to Resolve Instruction Following in Large Reasoning Models

Zhengyi Zhao, Shubo Zhang, Huimin Wang, Zezhong Wang, Yutian Zhao, Yefeng Zheng, Binyang Li, Yulan He, Kam-Fai Wong, Xian Wu
https://t.co/NsnMOp2pQh [𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙲𝙻]

[Artificial Intelligence Papers @SciFi]

Cross-Lingual Token Arbitrage: Optimizing Code Agent Context Windows via Local LLM Preprocessing

Mehmet Utku Colak
https://t.co/9lf3Dbrp2b [𝚌𝚜.𝙰𝙸]
💬Submitted to EMNLP 2026

[Artificial Intelligence Papers @SciFi]

From Prompt to Service: An SLM-Based Agent Orchestration Gateway for AI-Driven Virtual Worlds

Louis Nisiotis, Aimilios Hadjiliasi
https://t.co/2mdWjLggw1 [𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙷𝙲]

[Artificial Intelligence Papers @SciFi]

SAGE: A Quantitative Evaluation of Socialized Evolution in Agent Ecosystems

Linyue Pan, Yaoming Zhu, Lin Qiu, Xuezhi Cao, Xunliang Cai
https://t.co/YTXYk5CgSx [𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙲𝙻]

[Artificial Intelligence Papers @SciFi]

Overlaying Governance: A Compositional Authorization Framework for Delegation and Scope in Agentic AI

Amjad Ibrahim, Yong Li
https://t.co/cAnkPhvAuy [𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙲𝚁]

[Artificial Intelligence Papers @SciFi]

ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning

Ziyan Liu, Xueda Shen, Yuzhe Gu, Songyang Gao, Kuikun Liu, Guangran Cheng, Chengqi Lyu, Dahua Lin, Wenwei Zhang, Kai Chen
https://t.co/Wj9gKUkqBq [𝚌𝚜.𝙰𝙸]

[Artificial Intelligence Papers @SciFi]

A formal definition and meta-model for a machine theory of mind

Fabio Cuzzolin
https://t.co/aP625SVKZX [𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙼𝙰 𝚚-𝚋𝚒𝚘.𝙽𝙲]

[Artificial Intelligence Papers @SciFi]

StepFinder: A Temporal Semantic Framework for Failure Attribution in Multi-Agent Systems

Taiyu Zhu, Yifan Wu, Weilin Jin, Ying Li, Gang Huang
https://t.co/9CO4VB33oy [𝚌𝚜.𝙰𝙸]
💬Accepted by KDD 2026

[Artificial Intelligence Papers @SciFi]

DMF: A Deterministic Memory Framework for Conversational AI Agents

Matteo Stabile, Enrico Zimuel
https://t.co/b7uitvS22A [𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙲𝙻]

[Artificial Intelligence Papers @SciFi]

What Makes Interaction Trajectories Effective for Training Terminal Agents?

Sidi Yang, Chaofan Tao, Jierun Chen, Tiezheng Yu, Ruoyu Wang, Yuxin Jiang, Yiming Du, Wendong Xu, Jing Xiong, Taiqiang Wu, Lifeng Shang, Xiaohui Li, Ngai Wong, …
https://t.co/cDqNbWrqGK [𝚌𝚜.𝙰𝙸]

[Artificial Intelligence Papers @SciFi]

CP-Agent: Context-Aware Multimodal Reasoning for Cellular Morphological Profiling under Chemical Perturbations

Yuxin Zhang, Yiyao Li, Ping Shu Ho, Simon See, Zhenqin Wu, Kevin Tsia
https://t.co/ULLOZlqj6c [𝚌𝚜.𝙰𝙸]
💬ICLR 2026

[Artificial Intelligence Papers @SciFi]

InfoMem: Training Long-Context Memory Agents with Answer-Conditioned Information Gain

Tiancheng Han, Yong Li, Wuzhou Yu, Qiaosheng Zhang, Wenqi Shao
https://t.co/W8PQbtfi1Y [𝚌𝚜.𝙰𝙸]

[Artificial Intelligence Papers @SciFi]

The Violation Situation Pattern: A Knowledge-Graph Pattern for Compliance Violations

Nima Kamali Lassem, Fuqi Song, Seyid Amjad Ali
https://t.co/IGKVEAB65A [𝚌𝚜.𝙰𝙸]

[Artificial Intelligence Papers @SciFi]

The Reliability Gap in Benchmark Auditing: Distribution Shift and Scale as Failure Modes of Contamination Detection

Wojciech Zarzecki, Jan Dubiński, Sebastian Cygert
https://t.co/ZbtI27za5S [𝚌𝚜.𝙰𝙸]

[Artificial Intelligence Papers @SciFi]

LEAP: Supercharging LLMs for Formal Mathematics with Agentic Frameworks

Po-Nien Kung, Linfeng Song, Dawsen Hwang, Jinsung Yoon, Chun-Liang Li, Simone Severini, Mirek Olšák, Edward Lockhart, Quoc V Le, Burak Gokturk, Thang Luong, …
https://t.co/lWR6fHc5He [𝚌𝚜.𝙰𝙸]

[Artificial Intelligence Papers @SciFi]

A Negative Result on Cross-Model Activation Transfer in a Pythia Multi-Hop Setting

Peiyan Zhang
https://t.co/uifqrp3I5R [𝚌𝚜.𝙰𝙸]