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All ⚡ AI Lessons (22951) ArXiv cs.AIDev.to AIMedium · ProgrammingMedium · Machine LearningMedium · AIMedium · Cybersecurity
ArXiv cs.AI 📄 Paper 6d ago
Learning from Disagreement: Clinician Overrides as Implicit Preference Signals for Clinical AI in Value-Based Care
arXiv:2604.28010v1 Announce Type: cross Abstract: We reframe clinician overrides of clinical AI recommendations as implicit preference data - the same signal st
ArXiv cs.AI 📄 Paper 6d ago
Design Structure Matrix Modularization with Large Language Models
arXiv:2604.28018v1 Announce Type: cross Abstract: Design Structure Matrix (DSM) modularization, the task of partitioning system elements into cohesive modules,
ArXiv cs.AI 📄 Paper 6d ago
Reliable Answers for Recurring Questions: Boosting Text-to-SQL Accuracy with Template Constrained Decoding
arXiv:2604.28028v1 Announce Type: cross Abstract: Large language models (LLMs) have revolutionized Text-to-SQL generation, allowing users to query structured da
ArXiv cs.AI 📄 Paper 6d ago
MIFair: A Mutual-Information Framework for Intersectionality and Multiclass Fairness
arXiv:2604.28030v1 Announce Type: cross Abstract: Fairness in machine learning remains challenging due to its ethical complexity, the absence of a universal def
ArXiv cs.AI 📄 Paper 6d ago
To Build or Not to Build? Factors that Lead to Non-Development or Abandonment of AI Systems
arXiv:2604.28053v1 Announce Type: cross Abstract: Responsible AI research typically focuses on examining the use and impacts of deployed AI systems. Yet, there
ArXiv cs.AI 📄 Paper 6d ago
PROMISE-AD: Progression-aware Multi-horizon Survival Estimation for Alzheimer's Disease Progression and Dynamic Tracking
arXiv:2604.28055v1 Announce Type: cross Abstract: Individualized Alzheimer's disease (AD) progression prediction requires models that use irregular visits, acco
ArXiv cs.AI 📄 Paper 6d ago
Repetition over Diversity: High-Signal Data Filtering for Sample-Efficient German Language Modeling
arXiv:2604.28075v1 Announce Type: cross Abstract: Recent research has shown that filtering massive English web corpora into high-quality subsets significantly i
ArXiv cs.AI 📄 Paper 6d ago
TopBench: A Benchmark for Implicit Prediction and Reasoning over Tabular Question Answering
arXiv:2604.28076v1 Announce Type: cross Abstract: Large Language Models (LLMs) have advanced Table Question Answering, where most queries can be answered by ext
ArXiv cs.AI 📄 Paper 6d ago
Towards Neuro-symbolic Causal Rule Synthesis, Verification, and Evaluation Grounded in Legal and Safety Principles
arXiv:2604.28087v1 Announce Type: cross Abstract: Rule-based systems remain central in safety-critical domains but often struggle with scalability, brittleness,
ArXiv cs.AI 📄 Paper 6d ago
DEFault++: Automated Fault Detection, Categorization, and Diagnosis for Transformer Architectures
arXiv:2604.28118v1 Announce Type: cross Abstract: Transformer models are widely deployed in critical AI applications, yet faults in their attention mechanisms,
ArXiv cs.AI 📄 Paper 6d ago
Do Sparse Autoencoders Capture Concept Manifolds?
arXiv:2604.28119v1 Announce Type: cross Abstract: Sparse autoencoders (SAEs) are widely used to extract interpretable features from neural network representatio
ArXiv cs.AI 📄 Paper 6d ago
PRISM: Pre-alignment via Black-box On-policy Distillation for Multimodal Reinforcement Learning
arXiv:2604.28123v1 Announce Type: cross Abstract: The standard post-training recipe for large multimodal models (LMMs) applies supervised fine-tuning (SFT) on c
ArXiv cs.AI 📄 Paper 6d ago
AdvDMD: Adversarial Reward Meets DMD For High-Quality Few-Step Generation
arXiv:2604.28126v1 Announce Type: cross Abstract: Diffusion models offer superior generation quality at the expense of extensive sampling steps. Distillation me
ArXiv cs.AI 📄 Paper 6d ago
Latent Adversarial Detection: Adaptive Probing of LLM Activations for Multi-Turn Attack Detection
arXiv:2604.28129v1 Announce Type: cross Abstract: Multi-turn prompt injection follows a known attack path -- trust-building, pivoting, escalation but text-level
ArXiv cs.AI 📄 Paper 6d ago
Crab: A Semantics-Aware Checkpoint/Restore Runtime for Agent Sandboxes
arXiv:2604.28138v1 Announce Type: cross Abstract: Autonomous agents act through sandboxed containers and microVMs whose state spans filesystems, processes, and
ArXiv cs.AI 📄 Paper 6d ago
Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows
arXiv:2604.28139v1 Announce Type: cross Abstract: LLM agents are expected to complete end-to-end units of work across software tools, business services, and loc
ArXiv cs.AI 📄 Paper 6d ago
FlexiTac: A Low-Cost, Open-Source, Scalable Tactile Sensing Solution for Robotic Systems
arXiv:2604.28156v1 Announce Type: cross Abstract: We present FlexiTac, a low-cost, open-source, and scalable piezoresistive tactile sensing solution designed fo
ArXiv cs.AI 📄 Paper 6d ago
PhyCo: Learning Controllable Physical Priors for Generative Motion
arXiv:2604.28169v1 Announce Type: cross Abstract: Modern video diffusion models excel at appearance synthesis but still struggle with physical consistency: obje
ArXiv cs.AI 📄 Paper 6d ago
Computing Equilibrium beyond Unilateral Deviation
arXiv:2604.28186v1 Announce Type: cross Abstract: Most familiar equilibrium concepts, such as Nash and correlated equilibrium, guarantee only that no single pla
ArXiv cs.AI 📄 Paper 6d ago
OpenAI o1 System Card
arXiv:2412.16720v2 Announce Type: replace Abstract: The o1 model series is trained with large-scale reinforcement learning to reason using chain of thought. The