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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 28
26d ago Activation Oracles learn not to read: concept-specific blind spots in fine-tuned oracles arXiv cs.CL → story
26d ago ADAGE: a language-agnostic pipeline for analogical reasoning evaluation arXiv cs.CL → story
26d ago AgentKVShift: Efficient KV cache reuse for agentic memory systems arXiv cs.AI → story
26d ago Aligning educational LLMs as Socratic guides via heuristic reinforcement learning; study presents HeuristicEdu for Qwen2.5-7B using SocraticEdu data and GRPO training arXiv cs.CL → story
26d ago Attention-guided layer selection for contrastive decoding in large language models arXiv cs.CL → story
26d ago Automated detection of documentation inconsistencies in electronic health records using a two-stage LLM pipeline arXiv cs.CL → story
26d ago AutoThinkSQL enables selective reasoning for text-to-SQL by combining SFT and DPO guidance arXiv cs.CL → story
26d ago BERT-based models vs. large language models for low-resource named entity recognition: a comparative study on Marathi arXiv cs.CL → story
26d ago Beyond a global norm: personalizing toxicity sensitivity in language models without retraining arXiv cs.CL → story
26d ago Beyond Shapley: an influence-based data auditing pipeline for LLM alignment and evaluation arXiv cs.LG → story
26d ago Bharati: morphology-aware tokenizers for classical Indian languages with subword fertility analysis arXiv cs.CL → story
26d ago CausalGate: causal importance distillation for transformer module pruning arXiv cs.LG → story
26d ago CC-AOS: Cost- and horizon-conditioned amortized backward induction for finite-horizon optimal stopping arXiv cs.LG → story
26d ago CHiPS: character histograms and positional signals for lightweight authorship attribution in Romanian texts arXiv cs.CL → story
26d ago cMoLLM at scale: horizontal scaling laws for mixture-of-LLMs arXiv cs.AI → story
26d ago Co-evolving graph and text memory for training-free multi-hop question answering arXiv cs.CL → story
26d ago Codifying the Judge: scalable evaluation via program distillation arXiv cs.AI → story
26d ago Concept-based visual counterfactual explanations with diffusion models arXiv cs.AI → story
26d ago Context anxiety causes frontier reasoning models to doubt their solutions despite capability; a study analyzes how misestimation of token difficulty affects performance. arXiv cs.AI → story
26d ago Corvus: context optimization and reduction via underlying synchronization for LLM coding agents arXiv cs.LG → story
26d ago Coupled hierarchical search over topology and execution for agentic workflow synthesis arXiv cs.AI → story
26d ago DeepLens Diagnosis Agent uses a five-stage reasoning pipeline to enable a small medical reasoning model to compete with frontier LLMs. arXiv cs.AI → story
26d ago Defining AI-native systems: autonomy as revision authority arXiv cs.AI → story
26d ago Dementia etiology diagnosis via collaborative meta knowledge enhancement arXiv cs.LG → story
26d ago Discrete action space as a prerequisite for GRPO convergence in small-model continuous control arXiv cs.AI → story
26d ago Do modules stay in their lane? Role drift in compound LLM systems arXiv cs.AI → story
26d ago Do VLMs read or rewrite? Evidence of transcription rewriting in vision-language models using FaithC4 benchmark arXiv cs.AI → story
26d ago DomainPilot: Domain-Level loss-guided two-stage data mixture optimization for efficient language model fine-tuning arXiv cs.LG → story
26d ago DSTFView: multi-view workload forecasting for cloud-edge platforms using dual-input spatio-temporal-frequency modeling arXiv cs.AI → story
26d ago Evaluating LLM reliability beyond accuracy: how model answers vary with meaning-preserving paraphrases across tasks arXiv cs.AI → story
26d ago Evaluating narrative unlearning with LENS: a level-based evaluation protocol for suppressing disinformation-aligned narrative reproduction in LLMs arXiv cs.CL → story
26d ago Execution-Grounded security testing for coding agents in software engineering pipelines arXiv cs.AI → story
26d ago FBLayout: Optimizing memory layout for efficient LLM finetuning on mobile GPUs arXiv cs.AI → story
26d ago FlowEvo: self-evolving agents through the co-evolution of workflows and executable skills arXiv cs.AI → story
26d ago FMOPF: Latent Flow Matching with Constraint-Aware Interaction Priors for AC Optimal Power Flow arXiv cs.LG → story
26d ago FrED: External data influence estimation via domain knowledge graph grounding arXiv cs.AI → story
26d ago From hybrid mechanistic–data-driven modeling toward neuro-symbolic AI: what, why, and how arXiv cs.LG → story
26d ago From profiles to steering vectors: Global Sparse Priors and Local Semantic Calibration for personalized text generation arXiv cs.AI → story
26d ago GAND: a resource on gender-ambiguous natural data and contrastive attribution for evaluating gender bias in machine translation arXiv cs.CL → story
26d ago HDL emerges as a hard decision layer in transformers, causing abrupt stabilization of answer option rankings during inference arXiv cs.AI → story