001 Can AI Be Auditable? OpenAlex Paper Himanshu Verma, Kirtan Padh et al. 7 days ago 002 Post-hoc Interpretability of LDA on Hyperspectral Imagery: SHAP Attributions, Counterfactual Topic Flips, and LLM-judge Alignment under Token-Mass-Dispersion Asymmetry OpenAlex Paper Felipe Santibañez-Leal 7 days ago 003 UnisonAI: A Computational Proof of Derived Law with Zero Trained Parameters OpenAlex Paper Maria Smith Jul 22 004 Attention Without Grounding: Causal Evaluation of Visual Explanations in Medical VLMs arXiv Paper Binesh Sadanandan, Vahid Behzadan Jul 20 005 Bounded LLM Reasoning: A Neuro-Symbolic Blackboard Architecture for Production Document Analysis OpenAlex Paper David Elliman Jul 18 006 Bounded LLM Reasoning: A Neuro-Symbolic Blackboard Architecture for Production Document Analysis OpenAlex Paper Dave Elliman Jul 18 007 Bounded LLM Reasoning: A Neuro-Symbolic Blackboard Architecture for Production Document Analysis OpenAlex Paper David Elliman Jul 18 008 WEO Methodology Rationale: Empirical Derivation and Calibration Justification for AI Infrastructure Coordination Analysis OpenAlex Paper Engine Warmth Jul 18 009 When correct is not enough: Deconstructing legal causal reasoning capability in large language models OpenAlex Paper Jee Won Park, Sungmi Park Jul 16 010 AIME2: toward a unified algebraic theory of explainability via approximate inverse operators OpenAlex Paper Takafumi Nakanishi Jul 14 011 Open-KNEAD: Knowledge-grounded Nutrition Estimation via Agentic Decomposition arXiv Paper Bruce Coburn, Jingbo Yue et al. Jul 14 012 Reading What a Model Is Doing: Operation-Level Legibility Across Scale, Training, and Architecture OpenAlex Paper Nathan Ryan Young Jul 14 013 TrustVLA: Mechanism-Guided Inference-Time Defense Against Vision-Language-Action Backdoors arXiv Paper Pinhan Fu, Xianda Guo et al. Jul 14 014 Otimização Automática de Harness via Agente Codificador Aplicada a Sistema de Consenso Jurídico Multi-Modelo OpenAlex Paper Renato Aparecido Gomes Jul 12 015 Natural Language Has No Formal Semantics. Verify the Decision Anyway. OpenAlex Paper Ray Fatahi Jul 11 016 Natural Language Has No Formal Semantics. Verify the Decision Anyway. OpenAlex Paper Ray Fatahi Jul 11 017 Voting-Based Ensemble Learning Framework for Explainable Supreme Court Decision Prediction OpenAlex Paper Enas Mohamed Ali Quteishat, Ahmed Qtaishat Jul 9 018 LPP-FIN::Pre-Execution Admissibility for AI-Triggered Financial Actions OpenAlex Paper Jason Liao Jul 8 019 Observability Is Not Enforcement: A Doctrinal Framework for Distinguishing Compliance Instrumentation from Runtime Authorization in AI Governance Architectures (Working Paper v1.1) OpenAlex Paper Edward Meyman Jul 6 020 ధవకరణ మధసస (Verification Intelligence) OpenAlex Paper Darren Wright Jul 6 021 ధవకరణ మధసస (Verification Intelligence) OpenAlex Paper Darren Wright Jul 6 022 ATOS: Core OpenAlex Paper ES Ventures LLC Jul 5 023 Lawgic: A Retrieval-Augmented Multi-Agent System for Civil Legal Judgment Prediction OpenAlex Paper Ruoxin Li, Hailiang Chen et al. Jul 5 024 Calibrating the LLM-Judge Threshold: Why the Optimal Acceptance Cutoff Is 9.5, Not 8 OpenAlex Paper Renato Aparecido Gomes Jul 3 025 Calibrating the LLM-Judge Threshold: Why the Optimal Acceptance Cutoff Is 9.5, Not 8 OpenAlex Paper Renato Aparecido Gomes Jul 3 026 Learning and Reasoning for Legal AI via Intelligent Adaptive Multi-Model Routing with a Smart Evaluation Layer OpenAlex Paper Aditya Mukhopadhyay, Sara Ghane et al. Jul 2 027 An End-to-End Explainable AI Framework with Automated LLM-Based Natural Language Explanation Generation for Energy Systems arXiv Paper Venkata Naga Pavani Sai Suchitra Nanduri, Akthar Hussain et al. Jul 1 028 GEAR-Seg: A Grounded Explainable Agent for Reasoning Segmentation and Data Engine arXiv Paper Yanan Wang, Wen Li et al. Jul 1 029 RFAIF Framework: A Unified Approach to Internalizing AI Behavior OpenAlex Paper Toshihiko Taniguchi Jul 1 030 ధవకరణ మధసస (Verification Intelligence) OpenAlex Paper Darren Wright Jun 29 031 Causal Inference with Generative Artificial Intelligence: Application to Texts as Treatments* OpenAlex Paper Kosuke Imai, Kentaro Nakamura Jun 23 032 Practitioner Insights on Fairness Requirements in the AI Development Life Cycle: An Interview Study OpenAlex Paper Chaima Boufaied, Thanh Hai Nguyen et al. Jun 20 033 Macie a multi-agent causal intelligence explainer for collective behavior understanding OpenAlex Paper Abraham Itzhak Weinberg Jun 18 034 Dissecting deep models: removal and zeroing-based explanation (RZE) techniques OpenAlex Paper Stanley Ziweritin, Abirami Gunasekaran et al. Jun 17 035 Explainable AI Applications in Healthcare: A Systematic Review OpenAlex Paper Ojobo Agbo Eje, Sayed Mehedi Azim et al. Jun 17 036 Form, Not Granted: A Sparse-Autoencoder Autopsy Shows the Agent's Commit-Locus 'Authorization Direction' Is a Surface-Form Artifact --- and an All-Layer Sweep Leaves the Deeper Question Open (v2) OpenAlex Paper Caio Vicentino Jun 17 037 DIKWP-Guided Semantic Modeling of Intellectual Property Reasoning for Explainable Legal AI OpenAlex Paper Zhendong Guo, Yucong Duan Jun 16 038 PhaseWin: An Efficient Search Algorithm for Faithful Visual Attribution arXiv Paper Zihan Gu, Junchi Zhang et al. Jun 16 039 A NOVEL HYBRID ADAPTIVE WEIGHTED EXTREME FUSION CLASSIFIER XFCM-JUSTICE FOR COMPENSATION AWARDED IN MVOP LEGAL JUDGMENTS OpenAlex Paper DR. RAMESH BABU GAJJALA VENKATA MRS. PRASANNA KUMARI PATURU Jun 15 040 A NOVEL HYBRID ADAPTIVE WEIGHTED EXTREME FUSION CLASSIFIER XFCM-JUSTICE FOR COMPENSATION AWARDED IN MVOP LEGAL JUDGMENTS OpenAlex Paper DR. RAMESH BABU GAJJALA VENKATA MRS. PRASANNA KUMARI PATURU Jun 15 041 The BEETS framework for responsible artificial intelligence OpenAlex Paper Sharon Tettegah Jun 15 042 When In-Context Learning Implements Gradient Descent: A Learned Mechanism, Mechanically Verified and Empirically Tested OpenAlex Paper Tamás Nagy Jun 15 043 Observation-Point Determination Principle for AI Ethics, Governance, and Control v3.7 OpenAlex Paper Hisashi Suga Jun 13 044 The Authorization Direction: A Late-Layer Direction that Detects and Controls an Agent's Commitment to Unauthorized Irreversible Actions, Across Architectures OpenAlex Paper Caio Vicentino Jun 13 045 The Safety Floor and Reserved Judgement: Role Separation, Human Off-Ramps, and Standards of Proof in Conversational AI OpenAlex Paper John F. Ryder Jun 13 046 Transparency Log Standard: AI Refusal Logic and GPAI Systemic Risk Compliance OpenAlex Paper Andrew Greene Jun 13 047 How Decision Systems Learn What Matters: Building Purpose-Aligned Governance OpenAlex Paper Robin Edgard Ulrik Mertens Jun 12 048 AI_Bleeding, Tail-Pruning, and the Misuse of Semantic Exhaustion: Dossier Executive Summary (EA-AIBLEEDING-DOSSIER-01 v1.0) OpenAlex Paper Lee Sharks, Nobel Glas et al. Jun 11 049 Fuzzy Rule-Based Explanations for Tabular Black-Box Classifiers: A Comprehensive Empirical Framework with Prediction-Boundary-Aware Partitioning and Rule-Level Uncertainty Indication OpenAlex Paper A. Tekín Jun 11 050 HSQ-VLM: A Novel Spatially-Constrained Quadrant Segmentation VLM Model for Explainability in Diabetic Retinopathy arXiv Paper Shivum Telang Jun 11 051 LLM-Based User Personas for Recommendations at Scale arXiv Paper Haoting Wang, Haokai Lu et al. Jun 10 052 Beyond WEIRD Legal AI: Why Concept-Based Models Outperform Token-Based Approaches OpenAlex Paper Ignacio Adrián LERER Jun 9 053 Beyond WEIRD Legal AI: Why Concept-Based Models Outperform Token-Based Approaches OpenAlex Paper Ignacio Adrián LERER Jun 9 054 GaussTrace: Provenance Analysis of 3D Gaussian Splatting Models with Evidence-based LLM Reasoning arXiv Paper Haoliang Han, Ziyuan Luo et al. Jun 9 055 JurisRank: Measuring Legal Phenotypic Fitness Through Citation Networks OpenAlex Paper Ignacio Adrián LERER Jun 9 056 JurisRank: Measuring Legal Phenotypic Fitness Through Citation Networks OpenAlex Paper Ignacio Adrián LERER Jun 9 057 Small Concept Models: A Specialized Framework for Legal AI OpenAlex Paper Ignacio Adrián LERER Jun 9 058 Small Concept Models: A Specialized Framework for Legal AI OpenAlex Paper Ignacio Adrián LERER Jun 9 059 Toward Unified Interpretable Decision-Making for Autonomous Driving: A Safety Interval Reserve Approach OpenAlex Paper Xiaofeng Xiao, Wen Hu et al. Jun 8 060 Toward Human-Centered Multi-Agent Systems: Integrating Cognition, Culture, Values, and Cooperation in AI Agents arXiv Paper Safia Baloch, Rahemeen Khan Jun 6