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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

Oct 21
24d ago Announced breaks separate conformal reliability from frequency calibration arXiv cs.LG → story
24d ago AtomSD: Procedural Atom-Guided Self-Distillation for LLM agents arXiv cs.CL → story
24d ago AutoTerm-SST automatically adds terminology memory for streaming speech translation without session-time glossary setup arXiv cs.CL → story
24d ago BanglaShield offers a script-robust safety classifier and benchmark for Bangla prompts across native script, romanized, and code-mixed forms arXiv cs.CL → story
24d ago Best of both worlds: fine-tuned small models complement LLMs for cost and performance benefits arXiv cs.CL → story
24d ago Beyond prediction: a component-level study of concept recovery in in-context learning arXiv cs.LG → story
24d ago Bounded compiler-guided repair in Lean 4 uses online step-level fixes; arXiv paper proposes leveraging compiler errors to repair failed tactics arXiv cs.AI → story
24d ago Can This LLM annotate my data? estimating zero-shot LLM performance arXiv cs.CL → story
24d ago Capability-aware multi-teacher on-policy distillation improves supervision allocation during on-policy learning arXiv cs.LG → story
24d ago CERTA enables substitution of quantized models for native BF16 references in clinical decision making; evaluated across 11 instruction-tuned models (7–72B) on 2,500 clinical-verification cases arXiv cs.CL → story
24d ago Clinical System One (CS1) is a 4‑billion-parameter decision model for fast, typed judgments from clinical records, with two agentic harnesses enabling collaboration with a generalist language model. arXiv cs.AI → story
24d ago ClockMark: adaptive and host-dependent watermarking for large language models arXiv cs.LG → story
24d ago CoASFL: coupled consistency optimization for asynchronous split federated learning arXiv cs.LG → story
24d ago CoDA: an open-source human-LM collaborative codebook development assistant for domain-specific text annotation arXiv cs.CL → story
24d ago Compaction-aware reinforcement learning for Ascend Triton kernel generation arXiv cs.LG → story
24d ago Composable parametric demographic injection for values survey simulation arXiv cs.CL → story
24d ago CorteXforge: scenario-based RF dataset generation on real testbeds arXiv cs.LG → story
24d ago Cross-lingual reusability of LLM pipelines: financial extraction, multilingual reasoning, and semantic screening arXiv cs.CL → story
24d ago Data scaling in agentic reinforcement learning, with synthesis strategies for tasks, environments, and trajectories arXiv cs.LG → story
24d ago DataPraxis: Scaling analytics tasks via verified workspace evolution arXiv cs.AI → story
24d ago Decomposed relation extraction from aviation accident narratives evaluated with transformer-based safety knowledge discovery under relational sparsity. arXiv cs.CL → story
24d ago DISCERN: Identifiable disease evidence for generalizable medical multimodal learning arXiv cs.LG → story
24d ago Discrete Neural Interlingua for ontology-agnostic EHR modeling arXiv cs.CL → story
24d ago Discuss more, comment less: boosting automated research via multi-perspective collaborative review arXiv cs.CL → story
24d ago Do LMs know what variables do? Interpreting code representations via variable roles arXiv cs.CL → story
24d ago DS-Net: a dynamic split network for edge-cloud collaborative inference arXiv cs.LG → story
24d ago Encoder-free multimodal LLMs Gemma-4 12B and Inkling-Small learn to process raw inputs without modality-specific encoders arXiv cs.CL → story
24d ago Entropy-Driven Multimodal Answering explores quantifying each modality’s contribution to the final answer in multimodal QA arXiv cs.AI → story
24d ago Entropy-Guided Model Evaluation in Few-Shot Learning applied to clustering-based model selection without classifier training arXiv cs.LG → story
24d ago Evaluating Tibetan speech recognition across dialects and adaptation regimes: a multi-granularity analysis arXiv cs.CL → story
24d ago Fast construction of inner sphere trees using machine learning arXiv cs.LG → story
24d ago Forecasting patient trajectories from electronic health records with action-conditioned world models arXiv cs.LG → story
24d ago Glass-Box deep reinforcement learning for high-speed flow control arXiv cs.LG → story
24d ago GRID: modeling health influencer discourse as argument networks for credibility assessment arXiv cs.CL → story
24d ago Group-aware comparison of classical machine learning and deep learning methods for sensor-based human activity recognition shows performance differences across modalities and datasets arXiv cs.LG → story
24d ago H2DF: calibrated target bands for controllable language-model unlearning arXiv cs.CL → story
24d ago HierDTA: hierarchical structure-aware representation learning for drug–target affinity prediction arXiv cs.LG → story
24d ago High-dimensional layer-state trajectories reveal the internal dynamics of transformer inference arXiv cs.LG → story
24d ago Hilbert-scale stability of posterior diffusion priors for ill-posed signal recovery arXiv cs.LG → story
24d ago ICLHerd uses a herding-based data selection method for LLMs with in-context learning as a proxy. arXiv cs.CL → story

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