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All ⚡ AI Lessons (5826) ArXiv cs.AIForbes InnovationOpenAI NewsDev.to AIHugging Face BlogHackernoon
ArXiv cs.AI 📄 Paper 14h ago
Quantifying Trust: Financial Risk Management for Trustworthy AI Agents
arXiv:2604.03976v1 Announce Type: new Abstract: Prior work on trustworthy AI emphasizes model-internal properties such as bias mitigation, adversarial robustnes
ArXiv cs.AI 📄 Paper 14h ago
FactReview: Evidence-Grounded Reviews with Literature Positioning and Execution-Based Claim Verification
arXiv:2604.04074v1 Announce Type: new Abstract: Peer review in machine learning is under growing pressure from rising submission volume and limited reviewer tim
ArXiv cs.AI 📄 Paper 14h ago
Compliance-by-Construction Argument Graphs: Using Generative AI to Produce Evidence-Linked Formal Arguments for Certification-Grade Accountability
arXiv:2604.04103v1 Announce Type: new Abstract: High-stakes decision systems increasingly require structured justification, traceability, and auditability to en
ArXiv cs.AI 📄 Paper 14h ago
InsTraj: Instructing Diffusion Models with Travel Intentions to Generate Real-world Trajectories
arXiv:2604.04106v1 Announce Type: new Abstract: The generation of realistic and controllable GPS trajectories is a fundamental task for applications in urban pl
ArXiv cs.AI 📄 Paper 14h ago
Profile-Then-Reason: Bounded Semantic Complexity for Tool-Augmented Language Agents
arXiv:2604.04131v1 Announce Type: new Abstract: Large language model agents that use external tools are often implemented through reactive execution, in which r
ArXiv cs.AI 📄 Paper 14h ago
Solar-VLM: Multimodal Vision-Language Models for Augmented Solar Power Forecasting
arXiv:2604.04145v1 Announce Type: new Abstract: Photovoltaic (PV) power forecasting plays a critical role in power system dispatch and market participation. Bec
ArXiv cs.AI 📄 Paper 14h ago
Readable Minds: Emergent Theory-of-Mind-Like Behavior in LLM Poker Agents
arXiv:2604.04157v1 Announce Type: new Abstract: Theory of Mind (ToM) -- the ability to model others' mental states -- is fundamental to human social cognition.
ArXiv cs.AI 📄 Paper 14h ago
A Model of Understanding in Deep Learning Systems
arXiv:2604.04171v1 Announce Type: new Abstract: I propose a model of systematic understanding, suitable for machine learning systems. On this account, an agent
ArXiv cs.AI 📄 Paper 14h ago
CoALFake: Collaborative Active Learning with Human-LLM Co-Annotation for Cross-Domain Fake News Detection
arXiv:2604.04174v1 Announce Type: new Abstract: The proliferation of fake news across diverse domains highlights critical limitations in current detection syste
ArXiv cs.AI 📄 Paper 14h ago
Comparative reversal learning reveals rigid adaptation in LLMs under non-stationary uncertainty
arXiv:2604.04182v1 Announce Type: new Abstract: Non-stationary environments require agents to revise previously learned action values when contingencies change.
ArXiv cs.AI 📄 Paper 14h ago
Schema-Aware Planning and Hybrid Knowledge Toolset for Reliable Knowledge Graph Triple Verification
arXiv:2604.04190v1 Announce Type: new Abstract: Knowledge Graphs (KGs) serve as a critical foundation for AI systems, yet their automated construction inevitabl
ArXiv cs.AI 📄 Paper 14h ago
Don't Blink: Evidence Collapse during Multimodal Reasoning
arXiv:2604.04207v1 Announce Type: new Abstract: Reasoning VLMs can become more accurate while progressively losing visual grounding as they think. This creates
ArXiv cs.AI 📄 Paper 14h ago
TimeSeek: Temporal Reliability of Agentic Forecasters
arXiv:2604.04220v1 Announce Type: new Abstract: We introduce TimeSeek, a benchmark for studying how the reliability of agentic LLM forecasters changes over a pr
ArXiv cs.AI 📄 Paper 14h ago
Pedagogical Safety in Educational Reinforcement Learning: Formalizing and Detecting Reward Hacking in AI Tutoring Systems
arXiv:2604.04237v1 Announce Type: new Abstract: Reinforcement learning (RL) is increasingly used to personalize instruction in intelligent tutoring systems, yet
ArXiv cs.AI 📄 Paper 14h ago
Combee: Scaling Prompt Learning for Self-Improving Language Model Agents
arXiv:2604.04247v1 Announce Type: new Abstract: Recent advances in prompt learning allow large language model agents to acquire task-relevant knowledge from inf
ArXiv cs.AI 📄 Paper 14h ago
MC-CPO: Mastery-Conditioned Constrained Policy Optimization
arXiv:2604.04251v1 Announce Type: new Abstract: Engagement-optimized adaptive tutoring systems may prioritize short-term behavioral signals over sustained learn
ArXiv cs.AI 📄 Paper 14h ago
Context Engineering: A Practitioner Methodology for Structured Human-AI Collaboration
arXiv:2604.04258v1 Announce Type: new Abstract: The quality of AI-generated output is often attributed to prompting technique, but extensive empirical observati
ArXiv cs.AI 📄 Paper 14h ago
Beyond Fluency: Toward Reliable Trajectories in Agentic IR
arXiv:2604.04269v1 Announce Type: new Abstract: Information Retrieval is shifting from passive document ranking toward autonomous agentic workflows that operate
ArXiv cs.AI 📄 Paper 14h ago
InferenceEvolve: Towards Automated Causal Effect Estimators through Self-Evolving AI
arXiv:2604.04274v1 Announce Type: new Abstract: Causal inference is central to scientific discovery, yet choosing appropriate methods remains challenging becaus
ArXiv cs.AI 📄 Paper 14h ago
Preservation Is Not Enough for Width Growth: Regime-Sensitive Selection of Dense LM Warm Starts
arXiv:2604.04281v1 Announce Type: new Abstract: Width expansion offers a practical route to reuse smaller causal-language-model checkpoints, but selecting a wid