Key papers

• Agent Laboratory: Using LLM Agents as Research Assistants (2025)
  Samuel Schmidgall et al.
  10.31
• Metacognition in LLMs: Foundations, Progress, and Opportunities (2026)
  Gabrielle Kaili-May Liu et al.
  9.18
• Rethinking Complexity Metrics for LLM-Integrated Applications: Beyond Source Code (2026)
  Zihao Xu et al.
  4.39
• TACTIC-KG: Toward Small Agent Teams for Cyber Threat Intelligence Knowledge Graph Construction (2026)
  Mouhamed Amine Bouchiha et al.
  4.39
• Automated Recommendation of Programming Learning Content Using Pattern-based Knowledge Components (2026)
  Muntasir Hoq et al.
  4.39
• Learning to Control LLM Agent Harnesses with Offline Reinforcement Learning (2026)
  Haiwen Yi et al.
  4.39
• Decision Protocols in Multi-Agent Large Language Model Conversations (2026)
  Lars Benedikt Kaesberg
  4.39
• Beyond Refusal: A Same-Lineage Study of Aligned and Abliterated LLMs for Vulnerability Analysis (2026)
  Mingchen Li et al.
  4.39
• Agents That Teach: Towards Designing Incidental Learning Back into AI-Assisted Software Development (2026)
  Rohit Mehra et al.
  4.39
• Evaluating Fine-Tuning and Metrics for Neural Decompilation of Dart AOT Binaries (2026)
  Raafat Abualazm et al.
  4.39
• Designing Maintainable Hybrid Generative Systems: A Quantum-Inspired Approach to Automated Music Harmony Generation (2026)
  Josef Pavlicek
  4.39
• Format Sensitivity Index: Token-Controlled Prompt Wrapper Robustness and Schema Compliance in LLM Benchmarking (2026)
  Deep Pankajbhai Mehta
  4.39
• Faithful, Not Corrective: Message-Format Effects in Multi-Hop Agent Relays Are Tier-Dependent (2026)
  Zayx Shawn
  4.39
• Interpreting Latent CoT Reasoning as Dynamical Systems (2026)
  Sabari Iyyappan Duraipandian et al.
  4.39
• YUKTI: From Natural-Language Situations to Robust, Verifiable Decisions An Uncertainty-Typed Proposition IR, Assumption-Robust Pareto Frontiers, and a Regret Certificate (2026)
  Suyash Mishra
  4.39
• The Verifier is the Curriculum: Execution-Gated Self-Distillation for Cross-Family Game Generation (2026)
  Chenyu Zhou et al.
  4.39
• Closed-Loop Control with Rule-Aligned Small Language Models and Multi-Agent Self-Correction (2026)
  Yuchen Wang et al.
  4.39
• AGM-like Paraconsistent Partial Meet Abductive Expansion Operation (2026)
  Ulisses Franceschi Eliano
  4.39
• Scaffolding the Strategist: Architecture-Dependent Reasoning Interventions in Hotelling Spatial Markets (2026)
  Pratyush Singh
  4.39
• A Theory of Least Autonomy in AI (2026)
  Christophe Parisel
  4.39
• Replicating Belief, Not Bits: Epistemic State Replication for Agentic Systems (2026)
  Jun He et al.
  4.39
• LegalFarePlan: A Label-Setting Framework for Fare-Transparent Urban Rail Route Planning under Non-Additive Fare Rules (2026)
  Tanghui Li
  4.39
• From Patterns to Maze Structures: SMT-Based Path Synthesis and 2D/3D Construction (2026)
  Shengyi Wang
  4.39
• Semantic Drift and the Stability of Operator Control in Reasoning-Class Decision Support Systems (2026)
  M. L. Kaluzhsky et al.
  4.39
• Who&When Pro: Can LLMs Really Attribute Failures in AI Agents? (2026)
  Jiale Liu et al.
  4.39
• AgentAbstain: Do LLM Agents Know When Not to Act? (2026)
  Xun Liu et al.
  4.39
• From ambiguous utterances to governed reuse classes: canonicalization, quotient invariance, and conditional decidability (2026)
  Cosimo Spera et al.
  4.39
• MAG: A Web-Agent Benchmark and Harness for Multimodal Action and Guide Generation (2026)
  Chengguang Gan et al.
  4.39
• Minionese: Comprehensive Benchmark and Mechanistic Study of Multilingual LLM Safety (2026)
  Chigozirim Ifebi et al.
  4.39
• Dynamic Agent Skills: A Lifecycle Survey and Taxonomy of Evolving Skill Libraries (2026)
  Yubo Li
  4.39
• Behavioural Signatures of Risk-Sensitive Decision-Making in Large Language Models (2026)
  Xuankun Rong et al.
  4.39
• Can Agentic Trading Systems Pay for Their Own Intelligence? (2026)
  Qiqi Duan et al.
  4.39
• ANCHOR: Automated Alignment Auditing for CLI Agents on Real-World Harm (2026)
  Kefan Song et al.
  4.39
• Temporary Authority, Permanent Effects: Commit-Time Authorization for LLM Agents (2026)
  Igor Santos-Grueiro
  4.39
• Confining Nondeterminism: AI-Driven Research Systems as DBMSs for Reliable, Non-Wasteful, Transparent, and Collaborative Research [Vision] (2026)
  Kyoungmin Kim et al.
  4.39
• Agents Don't Just Agree, They Remember: Benchmarking Persistent Sycophancy in Stateful Personal Agents (2026)
  Xutao Mao et al.
  4.39
• Cross-Layer Misalignment Detection in Agent Skills: A Progressive Loading-Aware Contrastive Learning Approach (2026)
  Chengjun Zhang et al.
  4.39
• The Compliance Trap: Diagnosing How AI Agents Consume Conflicting Memory (2026)
  Yixiong Chen et al.
  4.39
• Filtering Harmful Actions Isn't Enough: Phantom Transfer in Agentic SDF (2026)
  Chinmayi Dixit
  4.39
• Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging (2026)
  Siyi Chen et al.
  4.39
• Toward Contemplative LLM: A Modular Framework for Evaluating and Enhancing LLM Alignment in Mental Health (2026)
  Asher Sprigler et al.
  4.39
• LOGOS: A Living Logic for AI Agent Teams That Evolve With Humans (2026)
  Yuma Ichikawa et al.
  4.39
• SETA: Scaling Environments for Terminal Agents (2026)
  Qijia Shen et al.
  4.39
• Learning Linear Temporal Specifications from Demonstrations with Uncertainty (2026)
  Parastou Fahim et al.
  4.39
• From Checker to Forecaster: Code-Owned Evaluation of Model-Generated Strategic Routes Under Delayed Ground Truth (2026)
  Aleh Manchuliantsau
  4.39
• Flout at Your Own Risk: LLMs Struggle with Pragmatic Cooperativity Under Epistemic Asymmetry (2026)
  Hannah VanderHoeven et al.
  4.39
• NextFund: A Unified Performance Tracking Platform for Agentic Portfolio Management (2026)
  Changlun Li et al.
  4.39
• The Hidden Footprint: Making Storage a First-Class Metric for LLM Agent Evaluation (2026)
  Chenglin Yu et al.
  4.39
• AMT-X: Phase-Structured Multi-Turn Red-Teaming with Checklist-Gated Evaluation (2026)
  Yi Ting Shen et al.
  4.39
• What We Talk About When We Talk About LLM Planning: Evidence for Two Distinct Planning Abilities (2026)
  Sukai Huang et al.
  4.39
• ProgramTab: Boosting Table Reasoning of LLMs via Programmatic Paradigm (2026)
  Pei Guo et al.
  4.39
• Bringing Back Rule Induction to Fluid Intelligence Research? An Initial Validation of the ARC-AGI Benchmark in Humans (2026)
  Jasmin Thelen et al.
  4.39
• Valid $\ne$ Necessary: Diagnosing Latent Inefficiency in Chain-of-Thought (2026)
  Daeyeop Lee et al.
  4.39
• Mako: A Self-Evolving Agentic Operating System (SE-AOS) for Autonomous Web Exploitation (2026)
  Praneeth Narisetty et al.
  4.39
• The Paternalistic Filter: Epistemic Injustice and Differential Refusal in LLM-Mediated History Education for Marginalized Romanian Students (2026)
  Alexis Popovici et al.
  4.39
• Efficient Test-Time Optimization for Multi-Agent Proof Autoformalization (2026)
  Tian-Shuo Liu et al.
  4.39
• Verifier-Guided Twelve-Tone Composition: A Generate-Verify-Repair Harness for Symbolic Music Generation (2026)
  Congren Dai et al.
  4.39
• Phionyx: A Deterministic AI Runtime Architecture with Structured State Management and Pre-Response Governance (2026)
  Ali Toygar Abak
  4.39
• Spaghetti Architect: A Contamination-Resistant, By-Construction-Labelled, Multi-Language Code Dataset Generator (2026)
  Yuxiang Ji
  4.39
• Skillware: A Software Ontology and Engineering Lifecycle for Persistent Behavioral Artifacts (2026)
  Haodi Fan et al.
  4.39