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110010.art(ificial intelligence)
AI products, research, and launches — clustered and ranked, not just re-blogged.
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Research

Jul 23
Jul 23, 2026 CruiseBench: a real-flight-aligned N-CMAPSS benchmark for engine RUL prediction arXiv cs.LG → story
Jul 23, 2026 Decodable but Not Detectable: A Leakage Fingerprint for Near-OOD Benchmarks reveals a benchmark leak where removing the OOD class and retraining 35 models raises AUROC from 0.326 to 0.911. arXiv cs.LG → story
Jul 23, 2026 Embedding-based measurement of data diversity for NLP; emb-diversity tool assesses diversity using embeddings arXiv cs.CL → story
Jul 23, 2026 Euclean: automated geometry problem formalization with unified verification in Lean arXiv cs.AI → story
Jul 23, 2026 Explainability challenges in continual learning for time series forecasting with Experience Replay strategies arXiv cs.LG → story
Jul 23, 2026 Fence: Specialized SLM guardrails for LLM applications arXiv cs.AI → story
Jul 23, 2026 FindStatBench: evaluating large language models on combinatorial code synthesis arXiv cs.AI → story
Jul 23, 2026 FineServe: a fine-grained dataset and characterization of global LLM serving workloads arXiv cs.AI → story
Jul 23, 2026 FinMMEval 2026 Task 1 evaluates multilingual financial multiple-choice question answering in English, Chinese, Arabic, and Hindi. arXiv cs.CL → story
Jul 23, 2026 FORCE-Bench: a benchmark, dataset, and evaluation harness for agentic AI in enterprise finance arXiv cs.AI → story
Jul 23, 2026 FormulaSPIN: Self-play fine-tuning for natural language to spreadsheet formula generation arXiv cs.AI → story
Jul 23, 2026 From Agent Failure Paths to Quantified Residual Risk: A Compositional Framework for Resilient Agentic AI arXiv cs.AI → story
Jul 23, 2026 From trajectories to prefixes: reusing teacher trajectories via replayed prefixes and online continuation arXiv cs.LG → story
Jul 23, 2026 Geometry-Guided Constraint Learning for LLM safety classification achieves near-perfect per-category accuracy with sparse autoencoder feature extraction, reducing constraint counts from K=4-25 to K=2 for most categories arXiv cs.AI → story
Jul 23, 2026 GraphContainer provides a unified platform for comparing and debugging Graph RAG methods arXiv cs.AI → story
Jul 23, 2026 Hybrid LSTM-Graph neural framework for robust financial fraud detection and adversarial resilience arXiv cs.AI → story
Jul 23, 2026 HyGRL: Adaptive Hybrid Graph Reasoning for Multi-Entity Questions arXiv cs.AI → story
Jul 23, 2026 Integro-differential equations in angular stabilization of drone motion by distributed feedback control arXiv cs.AI → story
Jul 23, 2026 ITPEval benchmarks automated translation of formal proofs across Lean 4, Rocq, Isabelle, and HOL Light arXiv cs.AI → story
Jul 23, 2026 LAARA: Layer-Aware Adaptive Rank Allocation for parameter-efficient fine-tuning arXiv cs.LG → story
Jul 23, 2026 Language-specific versus cross-lingual knowledge graphs for implicit aspect identification in Arabic: a comparative study of reasoning and adaptation strategies arXiv cs.CL → story
Jul 23, 2026 Latency-aware LLM query routing for dynamic workloads improves by considering generation latency alongside accuracy and cost arXiv cs.AI → story
Jul 23, 2026 Learning the Arabic dialect continuum as a continuous space: a regression approach to speaker origin prediction arXiv cs.CL → story
Jul 23, 2026 Lightweight system for person–place relation extraction in historical newspapers using dependency graphs and proximity features arXiv cs.CL → story
Jul 23, 2026 LISA: Linear-Indexed Sparse Attention for efficient long-context reasoning arXiv cs.AI → story
Jul 23, 2026 LLMs update memory through shared latent structures rather than isolated facts, supporting the lifted representation hypothesis arXiv cs.AI → story
Jul 23, 2026 Memory Merge DQN: sensitivity weighted target updates for stable value learning arXiv cs.LG → story
Jul 23, 2026 MILP-Evo enables closed-loop, fully automatic design of MILP solvers arXiv cs.AI → story
Jul 23, 2026 Mitigating scaffolding collapse in Socratic tutors via representation alignment arXiv cs.AI → story
Jul 23, 2026 Multi-dimensional evaluation of explainability in media bias detection using the BABE dataset arXiv cs.CL → story
Jul 23, 2026 MUX: continuous reasoning via multiplexed tokens arXiv cs.AI → story
Jul 23, 2026 Native multi-dimensional subquadratic operators via input dependent long convolutions arXiv cs.LG → story
Jul 23, 2026 Neural operator surrogates for two-dimensional neutron flux estimation. arXiv cs.LG → story
Jul 23, 2026 NEXUS: Structured runtime safety for tool-using LLM agents arXiv cs.AI → story
Jul 23, 2026 NMR elucidation treated as an agentic search problem; an autonomous agent using a frozen LLM matches graduate-level chemistry students in structure determination arXiv cs.LG → story
Jul 23, 2026 On the computational complexity of structural generalization arXiv cs.CL → story
Jul 23, 2026 OpenEvoShield: Dual non-stationary continual defense for open-world multi-agent system attacks arXiv cs.AI → story
Jul 23, 2026 Orthogonalized read improves noisy associative recall in mLSTM memory by reconditioning the learning problem during training plateau (arXiv:2607.19390) arXiv cs.LG → story
Jul 23, 2026 PEARL: solver-in-the-loop interactive optimization modeling from natural language arXiv cs.AI → story
Jul 23, 2026 Phionyx introduces a deterministic AI runtime architecture with structured state management and governance-first state evolution; LLM outputs are treated as noisy sensor measurements rather than decisions. arXiv cs.AI → story