Key papers

• NexForge: Scaling Agent Capabilities through Requirement-Driven Task Synthesis for LLMs (2026)
  Jiarong Zhao et al.
  7.96
• Risk Architecture for AI-Native Engineering Teams: An Organizational Framework for Agentic System Governance (2026)
  Laxmipriya Ganesh Iyer
  4.39
• An Exploratory Study on LLM-Generated Code and Comments in Code Repositories (2026)
  Yongyi Ji et al.
  4.39
• Automated Recommendation of Programming Learning Content Using Pattern-based Knowledge Components (2026)
  Muntasir Hoq et al.
  4.39
• KAT-Coder-V2.5 Technical Report (2026)
  Bo Huang et al.
  4.39
• EvalLoop: A Methodology for Evaluation-Driven Iterative Improvement of Business AI Systems (2026)
  Kenneth Benavides et al.
  4.39
• PCBWorld: A Benchmark Environment for Engine-Grounded PCB Design Automation (2026)
  Hyungseok Song et al.
  4.39
• Danus: Orchestrating Mathematical Reasoning Agents with Fact-Graph Memory (2026)
  Jihao Liu et al.
  4.39
• Format Sensitivity Index: Token-Controlled Prompt Wrapper Robustness and Schema Compliance in LLM Benchmarking (2026)
  Deep Pankajbhai Mehta
  4.39
• The Verifier is the Curriculum: Execution-Gated Self-Distillation for Cross-Family Game Generation (2026)
  Chenyu Zhou et al.
  4.39
• Replicating Belief, Not Bits: Epistemic State Replication for Agentic Systems (2026)
  Jun He et al.
  4.39
• Robust, Scalable Detection of Text Containment in Large Web-Crawled Corpora (2026)
  Lars Henry Berge Olsen et al.
  4.39
• AgentAbstain: Do LLM Agents Know When Not to Act? (2026)
  Xun Liu 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
• IdeaTrail: Full-Process Agent Trajectories for Scientific Ideation (2026)
  Hengquan Guo
  4.39
• Instruction Set and Language for Hypergraphs (2026)
  Mario Pascual-Gonzalez et al.
  4.39
• KGCQual: An Interpretable Framework for Evaluating the Knowledge Graph Construction Quality from Text (2026)
  Nipun Misra et al.
  4.39
• From Stochastic to Stable: Rank Stability and Structural Sufficiency in AI Visibility Measurement (2026)
  Ronald Sielinski
  4.39
• ANCHOR: Automated Alignment Auditing for CLI Agents on Real-World Harm (2026)
  Kefan Song et al.
  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
• Abstractiveness Metrics for Evaluating Text Summarization: A Refined Formulation with Empirical Validation (2026)
  Praveenkumar Katwe et al.
  4.39
• How Do Practitioners Build SE Agents? Insights from a Mixed-Methods Study (2026)
  Yunbo Lyu 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
• 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
• AEVAL: From Anecdotal to Deterministic Testing for Agentic Skill Workflows (2026)
  Tejas Singh Anand et al.
  4.39
• Phionyx: A Deterministic AI Runtime Architecture with Structured State Management and Pre-Response Governance (2026)
  Ali Toygar Abak
  4.39
• Binding Drift in Multi-Step Tool-Augmented Agents (2026)
  Rahul Suresh Babu et al.
  4.39
• CODENS: Transforming Code Changes into Living, Accessible, and Queryable Documentation (2026)
  Abdelhak Kelious et al.
  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
• SciCodePile: A 128GB Corpus and Executable Benchmark for Challenging Scientific Code Generation (2026)
  Weifeng Sun et al.
  4.39
• TokenScope: Token-Level Explainability and Interpretability for Code-Oriented Tasks in Large Language Models (2026)
  Amirreza Esmaeili et al.
  3.51
• Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI (2026)
  Emerson Murphy-Hill et al.
  3.51
• Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark (2026)
  Nishan Pantha et al.
  3.51
• Spider 2.0-AIFunc: Extending Real-World Text-to-SQL to AI-Native SQL Workflows (2026)
  Tianyang Liu et al.
  3.51
• Data Analysis in the Wild: Benchmarking Large Language Models Against Real-World Data Complexities (2026)
  So Hasegawa et al.
  3.51
• Agentic Skill Optimization over Lie Algebroids (2026)
  Sridhar Mahadevan
  3.51
• Language Identification with Succinct Machine-Independent Traces (2026)
  Moses Charikar et al.
  3.51
• Graph-Based Agentic AI with LangGraph: Workflow Pathways for Long-Running Stateful Business Processes (2026)
  Daniel Pearson et al.
  3.51
• Agentic generation of verifiable rules for deterministic, self-expanding reaction classification (2026)
  Daniel Armstrong et al.
  2.00
• AgentLens: Production-Assessed Trajectory Reviews for Coding Agent Evaluation (2026)
  Andrey Podivilov et al.
  2.00
• Reverse Engineering Compliance: A Dual-Graph Verification Framework for Auditing Legacy IT Security Concepts (2026)
  Lea Roxanne Muth et al.
  2.00
• Falsifiable Release Gates for Self-Improving Systems: Standing Invariants at Scale (2026)
  Deepak Soni
  2.00