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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 22
Jul 22, 2026 A domain-conditional position offset reduces the cold-start penalty for autoregressive language models by adding a learned vector to the first token embeddings while freezing model weights. arXiv cs.LG → story
Jul 22, 2026 Agentic calibration of grey-box simulation models: an LLM-driven alternative arXiv cs.LG → story
Jul 22, 2026 AILQA evaluates AI-driven legal question answering for the Indian legal system using embedding and generative models; arXiv researchers assess accuracy and reliability arXiv cs.CL → story
Jul 22, 2026 ALAS: Additive Learnable Alpha-Stable Kernels for flexible Bayesian optimization arXiv cs.LG → story
Jul 22, 2026 BearingNAS enables in-sensor fault diagnosis for bearings on a laptop with hardware-aware neural architecture search and extreme micro-budget constraints arXiv cs.LG → story
Jul 22, 2026 Beyond single-dimensional compression: exploring compound sparsity to delay performance degradation in large language models arXiv cs.LG → story
Jul 22, 2026 Computational models of pragmatic reasoning with flexible generation of meaning and expression alternatives arXiv cs.CL → story
Jul 22, 2026 Convolution for large language models; study finds depthwise convolutions provide local inductive bias in Qwen3 Transformer blocks arXiv cs.CL → story
Jul 22, 2026 Cost accounting for reactive computational graphs: exhaustive sweeps, sequential mutation, and the backward-locality gap arXiv cs.LG → story
Jul 22, 2026 Dual Attention Residuals in transformers enable two complementary residual pathways for historical retrieval and multi-stream trajectories; DAR integrates both mechanisms arXiv cs.CL → story
Jul 22, 2026 Dual-domain fused LSTM model for efficient time-dependent reliability analysis arXiv cs.LG → story
Jul 22, 2026 E-SpecFormer: an edge-efficient transformer for end-to-end RF spectrum monitoring with LiTAN attention and four scalable variants arXiv cs.LG → story
Jul 22, 2026 European Multilingual Evaluation Dataset localized into 11 languages via the EMT network project; DGT and EMT collaborate on translating MMLU for LLM benchmarking arXiv cs.CL → story
Jul 22, 2026 FALCON-Discover ranks predictions by discrepancy signals to locate false-confidence regions for calibration arXiv cs.LG → story
Jul 22, 2026 FedCC: a low-resource federated adaptation of foundation models for robust corpus callosum localization in fetal ultrasound images arXiv cs.LG → story
Jul 22, 2026 Find Before You Fine-Tune: a diagnostic study of small LLMs for cybersecurity QA arXiv cs.CL → story
Jul 22, 2026 From a multilingual streaming ASR backbone to Kenyan-language systems: data-centric adaptation of Nemotron 3.5 for Kikuyu, Dholuo, and Kalenjin arXiv cs.CL → story
Jul 21
Jul 21, 2026 PlanFlip: attackers inject prompts in the planning phase to corrupt multi-agent LLM sub-tasks via planning-phase prompt injection arXiv cs.AI → story
Jul 21, 2026 PPO-HSC: An exploratory reinforcement learning framework based on wide-area policy coverage optimization arXiv cs.AI → story
Jul 21, 2026 Quantizing recursive reasoning models introduces cumulative bias with per-tensor 4-bit quantization, per the arXiv paper on recursive reasoning blocks arXiv cs.LG → story
Jul 21, 2026 RAIL Guard closes the evaluation-to-remediation gap in responsible AI for LLM agents by using a closed-loop pipeline that evaluates outputs across eight dimensions and remediates failures through an evaluate-rewrite-reevaluate loop arXiv cs.AI → story
Jul 21, 2026 Rater state bias in RLHF preference data; an audit framework arXiv cs.AI → story
Jul 21, 2026 Real-world evaluation of an AI agent drafting translational impact summaries arXiv cs.CL → story
Jul 21, 2026 Reinforcement Learning-guided NSGA-II with gray relational coefficient for multi-objective optimization: application to NASDAQ portfolio optimization arXiv cs.LG → story
Jul 21, 2026 RIMS: preference optimization via smoothed multi-pair aggregation for small-scale LLM retrieval-augmented generation arXiv cs.CL → story
Jul 21, 2026 RouteCost: a production-inspired multi-stage framework for pre-order shipping cost estimation in e-commerce arXiv cs.LG → story
Jul 21, 2026 Schema-constrained document-level event argument extraction with lightweight LLM fine-tuning arXiv cs.CL → story
Jul 21, 2026 Scope3Trace: evidence-based identification and extraction of Scope 3 GHG emissions from sustainability reports arXiv cs.CL → story
Jul 21, 2026 SEER: supervised learning to control energetic reasoning. arXiv cs.AI → story
Jul 21, 2026 Self-Evolving Just-In-Time memory for proactive embodied safety arXiv cs.LG → story
Jul 21, 2026 SelKV: selective KV cache merging with per-token merge-or-drop and attention compensation arXiv cs.AI → story
Jul 21, 2026 Shapley Context Pruning: A cooperative game perspective for context reranking and pruning arXiv cs.AI → story
Jul 21, 2026 Some large language models exhibit consistent risk attitudes arXiv cs.AI → story
Jul 21, 2026 SpecLA: Efficient speculative decoding for linear-attention models arXiv cs.CL → story
Jul 21, 2026 Symbolic augmentation closes a canonical-equivalence blind spot in neural fact-checkers arXiv cs.AI → story
Jul 21, 2026 TalTech submits BeTraC entries: robust summarization of long doctor-patient conversations into SOAP notes using Voxtral models with LoRA fine-tuning and DAPO RL arXiv cs.CL → story
Jul 21, 2026 The failures of marginal influence-based attribution methods for global time series explanations arXiv cs.LG → story
Jul 21, 2026 Token-Level cross-modal transformer with contrastive multi-task learning for breast cancer subtype classification and survival prediction arXiv cs.LG → story
Jul 21, 2026 TRACE: trajectory-based safety patch learning for LLM post-training realignment arXiv cs.LG → story
Jul 21, 2026 When to plan: learning to select between reactive control and deliberative planning arXiv cs.AI → story